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Integrating Six Sigma and Lean
        Manufacturing
  The Challenges & Benefits
                  Frank Garcia
                       &
                  Tom Lawton

   ADVENT DESIGN CORPORATION




          SIX SIGMA or LEAN
          MANUFACTURING
       Need to lower costs & reduce lead time?




                                  •   Material flow is poor
                                  •   Error rate is high
                                  •   Can’t deliver ontime
                                  •   Equipment too slow



  IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                     1
Six Sigma or Lean Manufacturing?

LEAN MANUFACTURING:

Reduce Lead Time by eliminating waste in the Value Stream
          Provides the Game Plan and Plays

SIX SIGMA:

Reduce process variation
    Provides the Play by Play Analysis and Instant Replay




 Six Sigma or Lean Manufacturing?

LEAN MANUFACTURING: Flow Focused

   Lean cannot bring a process under statistical control


SIX SIGMA: Problem Focused

   Can not dramatically improve process speed or reduce
   invested capital

                       NEED BOTH!




    IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                       2
Integrating Six Sigma with Lean
           Manufacturing

Increases customer satisfaction
Improves profitability & competitive
position
Has historical integration problems
Requires a different system model
Requires implementation & sustaining
plans




     Lean Manufacturing System
Goals are
  Highest quality
  Lowest cost
  Shortest lead time
Achieved by eliminating waste in the value
stream
Industry benchmark: Toyota Production
System (TPS)
TPS is applied I.E. and common sense
Principle: organization supports the value
adder



  IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                     3
Value -Added
     Definition of
Value is added any time the product is physically
changed towards what the customer is intending
to purchase.

Value is also added when a service is provided
for which the customer is willing to pay (i.e.
design, engineering, etc.).

If we are not adding value, we are adding cost or
waste.

          90% of lead time is non-value added!




                 Value Stream

  The value stream is the set of all the
  specific actions required to bring a
  specific product (good or service) through
  the critical management tasks of any
  business:
         1. Information Management
         2. Transformation




  IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                     4
The EIGHT Wastes

Inventory (more than one piece flow)
Overproduction (more or sooner than needed)
Correction (inspection and rework)
Material Movement
Waiting
Motion
Non-Value Added Processing
Underutilized People




              Six Sigma System

A defined management process and CTQ
goal (3.4 ppm) 3 sigma is 66,807 ppm!
Driven from the top
Focused on Voice of the Customer
A data analysis and problem solving
methodology
Strong focus on variation reduction
Supported by highly trained problem
solvers




  IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                     5
Uncovering Quality’s Hidden Costs
                                Traditional
                            (Tip of the Iceberg)
                                                                        5 to 8 %
15 to 20 %
                                   Warranty    Scrap
                                   Rejects        Rework

                                                                       Late Delivery
                                       Lost
Engineering Change Orders
                                    Opportunities                More Set-ups
            Long Cycle Times
                                      Lost Sales
                Expediting Costs                   Excess Inventory   Excessive Material
                                                                      Orders/Planning
                            Working Capital Allocations



                  Additional Costs of Poor Quality




          Six Sigma Variation Reduction
     Process Variation Should be Less Than Specs




             Variation Reduction is Cost Reduction


         IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                                           6
Six Sigma’s (σ) Focus: Reducing Variance

 “ You have heard us talk about
                                                                Reducing
 span, the “evil” variance our
                                                                the variance
 customers feel in our response
                                                                provides
 to their requests for
                                                                better
 delivery, service or
                                                                control of
 financing.”
                                                                the process.



                                                       A process mean tells
                                                       us how the process is
                                                       performing while the
                                                       variance gives us an
                                                       indication of process
                                                       control.




          What is Six Sigma (σ) Quality?
Population mean (µ)
                                             One (1) σ represents
or average
                                            68% of the population
                                                  Two (2) σ
                                                  represents 95% of
                                                  the population
                                                        Six (6) σ
                                                        represents
                                                        99.999997% of
With 6 σ Quality, approximately 3.4 items in a          the population
population of 1,000,000 items would be unacceptable.




          IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                               7
Six Sigma System
              Improving Profitability
        A 1 Sigma Improvement Yields…..

 20% margin improvement
 12 to 18% increase in capacity
 12% reduction in number of employees
 10 to 30% reduction in capital



          Source: Six Sigma - Harry & Schroeder




         Six Sigma Financial Impact Areas:
            The Savings Categories


     Cost Reduction (including
1.
     cost at standard and costs not
     included in standard cost)
     Cost Avoidance (can be
2.
     difficult to document)
     Inventory Reduction
3.
     Revenue Enhancement
4.
     Receivables Reduction
5.




     IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                        8
Six Sigma System
         A culture characterized by…..

Customer centricity: What do they value?
Financial results
Management engagement & involvement
Resource commitment: 1 to 3% of staff full
time
Execution infrastructure: black & green
belts, teams




        Six Sigma Problem Solving Steps

                        Process
                                                    Breakthrough
           Define & Measure
                                                      Strategy
             Validate Data Collected

                                                    Characterization

          Analyze
            Vital Few Factors For Root Cause
            of Problem


          Improve
           Identify appropriate operating
           conditions

                                                       Optimization
           Control
          Sustain - Insure Results to Bottom Line




  IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                       9
The DMAIC Cycle
                      Six Sigma In Action


                        SDCA      Measure &            Plan-Do-Study-Act
           Define                                      Teams
                                   Analyze
                                                       Benchmark
                                                       Analysis tools
                     Management                        ID variability
       SDCA
                     Commitment
                                                    Employee Involvement

                                    Improve            Design of
           Control
                                Plan-Do-Study-Act     Experiments


              SDCA = Standardize-Do-Check-Adjust




                     Six Sigma Tools

Check Sheets: Checklists of what is to be accomplished,etc..
Scatter Diagrams: A graphical representation between two
measurements (variables).
Fishbone or Cause and Effect Diagrams: Provides a starting
point for problem analysis. Problems are diagrammed into
categories of Machinery, Material, Methods and Labor
(Manpower).
Pareto Charts: A method for organizing errors based on the
number of errors created by a particular attribute (ex.
Machine, Supplier, Product, Individual, etc.).




       IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                           10
Six Sigma Tools

Process Maps or Flowcharts: Graphical representation of a
process or system showing process or product
transformation. In other words, what is being done, by who
and what choices are being made.
          Ideally process maps should include cycle times,
          defect information, etc.

X-Y Matrix: A ranking method used to prioritize process
inputs (X’s) to process outputs (Y’s).

FMEA’s (Potential Failure Mode and Effects Analysis): A
detailed document which identifies ways in which a process
or product can fail to meet critical requirements.




         Six Sigma Tools - Process Maps or
                    Flowcharts
What are the X’s (Input variables) at each process
step?
What are the Y’s (Output Variables) at each process
step?
Remember Y = f (x)
  Remember Valued Added
  versus Non-Value Added

 Remember Cycle Times
 and Defects




       IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                          11
Traditional Six Sigma Implementation- Who is
                    Involved

                                  Technical
                              Trainers, Mentors:
                                                   Black Belts
                                  Full-Time
                                 Commitment
                                                   Project Leaders-
                                                      Full-Time
 Senior Management
                                                    Commitment




                                     Master
                                                          Green Belts
 Champions and Leaders             Black Belts
                                                        Project Leaders-
Provides direction, removes                                Part-Time
obstacles, reviews progress                              Commitment




                        The Bad News:
           Six Sigma Program: Implementation Issues
      Some of the facts:

      80% of Six Sigma Implementations fail.

      Traditional Six Sigma implementations have
      largely been attempted at large Fortune 500
      Companies due to the large investment in
      people, training and overall support.

      Training costs alone for a “wave” of 25
      people can cost $250,000 for this 4 to 6
      month training period. Training costs and
      personnel requirements can overwhelm
      many smaller organizations.




        IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                           12
Need for Six Sigma & Lean
         External - Satisfying Customers…..

Quality, Warranty, and Cost
Customers Require Six Sigma
Customers Require Lean Manufacturing
Competitors are implementing Lean & Six
Sigma
Staying in business




      Need for Six Sigma & Lean
Internal - Improving Profitability through…..


Operational Cost Reduction
   Improve Productivity
   Reduce Scrap and Rework
   Reduce Inventory & WIP
Engineering Design Cost Reduction
Define-Measure-Analyze-Design-Verify (DMADV)
   Stabilize & Quantify Process Capability
   Input for Product and Design Process




  IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                     13
You Can Apply Six Sigma Techniques to Complement
               Existing Lean Capabilities




                         Lean Training &
                         Implementation

                               VSM
                                                        Six Sigma
                                                        Analysis,
   Lean          Waste                     Process      Problem
Techniques      Reduction                  variation    Solving &
                                                        Training
                       Inventory Reduction
                            & Control



                            Supply Chain
                            Management




       Lean Six Sigma Implementation
         Historical Implementation Problems


   Only Six Sigma or Lean Implemented - big
   $ savings but money left on the table
   Separate Six Sigma & Lean initiatives
   competing for best resources
   Difficulty in sustaining the gain




      IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                         14
Lean Six Sigma Implementation
                       Some Solutions…….
    Need to implement in the correct order
    Policy deployment to align business
    objectives (Flow, Waste & Variation
    Reduction)
    Focus on shop floor results, not class
    room skills
    Experienced teachers & coaches
    Standardized work to institutionalize the
    gains




              The Lean Six Sigma Strategy

  Lean 6σ is a CHANGE STRATEGY for accelerating improvements in processes,
products, and services to improve a company’s performance leading to improved
financial performance and competitiveness of the organization.
 Goals:

   Improved Customer Satisfaction
   Increased Profits
   Improved Process Capability by
   Reducing Variance
   Increased Market Share
   Support Continuous Improvement
   Sustained Gains for Completed
   Projects




          IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                                15
Lean and the 6 σ Structure
 FULL TIME
COMMITMENT               Problem solver, Teacher, Mentor. Expert in
                                      use of the tools
                 M.B.B

                Black            Problem solver,Proficient with tools
                 Belt
                                 Problem solver, assists Black Belt.
              Yellow and            Working Knowledge of tools
25-50%
              Green Belt                Functional 6Sigma Team
                                       Member. Familiar with tools
         Problem Solving
                                             Problem Solving Team
                                                    Members
         LEAN Manufacturing
                                               Waste reduction and
             Practices
                                            Continuous Improvement
 Training Costs- up to $2,500 Week (excludes lodging, travel and salary)




   Why Not Rent a Belt (Black, Yellow or Green) Pay
    for only What You Need to Solve Real Business
                     Problems?


  Easier for Small Business to Justify
  Focused on Solving Companies’ Problems
  Joint Problem Solving and Knowledge/Skill
  Transfer
  Easier to Meet Customer Mandates to Use
  Lean Six Sigma Techniques
  Provides Evolutionary Approach to Lean/Six
  Sigma Implementation and Training




         IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                            16
How Do We Use Lean Six Sigma Techniques
    Get Management commitment
    Assess the operation & understand the
    Process using a Value Stream Map (Product
    families & Production data)
    Identify lean improvements & kaizens
    without automation
    Implement lean improvements using VSM
    plan
    Identify processes requiring Six Sigma
    analysis
    Analyze, eliminate, and control variation
    Start the cycle again!




             The Lean Six Sigma Cycle


                        VSM
      Commitment &                Recommended          Set Up
       Assessment                   Solutions          Layout
                                                       Cells
                                                       Visual
      Continuous
      Improvement
                                                      Variation Reduction

                                  Implementation       Information
           DO IT!
                                       Plan              Systems




      IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                            17
Understanding the Process: The 1st Step and Foundation of
                    Lean Six Sigma

          Y = f(X)

Output(s)
       are a function
                                        Input(s)
The Lean Six Sigma process attempts to
control the outputs by controlling the
inputs (those Critical to Quality or
CTQ’s)




                 Value Stream Map
                      An Assessment Tool


    The value stream map follows the production
    path from beginning to end and shows a visual
    representation of every process in the material
    and information flows

    Shows how the shop floor currently operates

    Foundation for the future state




       IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                          18
Using the Value Stream Mapping Tool
  product family


   current state                Understanding how the shop floor
                                currently operates. The foundation
     drawing
                                for the future state.


   future state                  Designing a lean flow
     drawing



   plan and
 implementation




                  Value Stream Map Concept


                           Production            Orders
                  Orders
                                                          Customers
Suppliers
                            Control


                                     Schedules



    I
                           Process                             I
                                     Equipment
  Raw
                                                            Finished
                            Cycle
 Materials
                                                             Goods
                            Times
                            Change
                            Over
                            Reliability
                            Error Rate

                              Lead
                              Time


                                                                   File: VSM-A1




    IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                                  19
Value Stream Map (Current State)

                                                                                           Orders Every 2 Weeks




                                                                                                                           Production Control
                              New Jersey                                                                                                                       Randomly Placed
Andrea Aromatics                                             Alanx                          Order as Needed                                                                                         Various
                               Porcelain                                                                                                                      Orders (Various Sizes)
 (Scented Oils)                                         (Shaped Stones)                                                                                                                            Customers
                            (Round Stones)



                                                                                                                                                                                               Average of 6,000
                                                                                                                                                                                               Stones per Day
                                                                                                                                                                                               in Various Size
                                                                                                                                                                                               Orders (8 to 20 case
                                                                                                                                                                                               & 200 to 400 case
                                                                                                                                                                                               range mainly)
   30 Cans of Oil             59,000 Stones                 50,000+ Stones
   Every 2 Weeks              Every 2 Weeks                 Every 2 Months
                                                              (via stringer)
                                                                                              Bi-
                                                                                              Weekly                                                          Daily Shipping
                                                                                              Productio                                                           Orders
                                                                                              n                                                                                                        Daily
                                                                                              Schedule                                                                                               Shipments




                                                                 Existing Work Cell

                              Soak & Dry                           Packaging                         Labeling                 Cartoning                   Case Packing                         Shipping


                                                                                                      APAI
                              Multiple                             Ameripack                                                    Manual                       Manual
                                                                                                    Automatic
                             Batch Tanks                         Flow Packager
                    I                               I                                  I                               I                          I                              I
                                                                                                     Stapler
                                                                                  up to                                0                          0
     125 Cans of Oil          1 Operator          4290                                              1 Operator               1/2 Operator                  1/2 Operator        90,504         1 Operator
                                                                                   250
     20,640 Round Stones                          Stones                                                                                                                       Stones
                                                                                  stones
     49,000 Shaped Stones
                                                                                  in WIP
                            C/T = 25 - 65 min.                     C/T = 1 sec.                     C/T = 3 sec.             C/T = 2 sec.                  C/T = 1 sec.
                            C/O = 10 min.                          C/O = 5 min.                     C/O = 2 min.             C/O = N/A                     C/O = N/A
                            Rel. = 100%                            Rel. = 85%                       Rel. = 80%               Rel. = 100%                   Rel. = 100%



            11.6 Days                            0.7 Days                                                                                                                      15.1 days           27.4 Days Lead Time

                                                                                                                                                                                                   65 minutes, 7 seconds
                               65 min.                                                                     7 seconds
                                                                                                                                                                                                      Value-Added Time




                                                     Value Stream Map (Future State)

                                                                                           Orders Every Week




                              New Jersey                                                                                                                       Randomly Placed
                                                                                                                           Production Control
Andrea Aromatics                                             Alanx                            Monthly Order                                                                                         Various
                               Porcelain                                                                                                                      Orders (Various Sizes)
 (Scented Oils)                                         (Shaped Stones)                                                                                                                            Customers
                            (Round Stones)



                                                                                                                                                                                               Average of 6,000
                                                                                                                                                                                               Stones per Day
                                                                                                                                                                                               in Various Size
                                                                                                                                                                                               Orders (8 to 20 case
                                                                                                                                                                                               & 200 to 400 case
                                                                                                                                                                                               range mainly)
                                                                                              Bi-Weekly
                                                                                              Production
   12 to 16 Cans              30,000 Stones                 25,000 Stones
                                                                                              Schedule
    of Oil Once a             Once a Week                   Once a Month
                                                                                              (large
   Week                                                      (via stringer)
                                                                                              orders)
                                                                                                                                                              Daily Shipping
                                                                                                                                                                  Orders
                                                                                                                                                                                                       Daily
                                                                                                                                                                                                     Shipments




                                                                                                                                                4 Cases


                                                                 Existing Work Cell

                              Soak & Dry                           Packaging                         Labeling                 Cartoning                   Case Packing                         Shipping


                                                                                                      APAI
                              Multiple                             Ameripack                                                    Manual                       Manual
                                                                                                    Automatic
                             Batch Tanks                         Flow Packager
                    I                               I                                  I                               I                          I
                                                                                                     Stapler
                                                                                  up to                                0                          0
     75 Cans of Oil           1 Operator          4290                                              1 Operator               1/2 Operator                  1/2 Operator        30,000          1 Operator
                                                                                   250
     40,000 Round Stones                          Stones                                                                                                                       Stones
                                                                                  stones
     25,000 Shaped Stones                                                                                                                                                      in a supermarket
                                                                                  in WIP
                                                                                                                                                                               type arrangement
                                                                                                                                                                               with stocking levels
                            C/T = 25 - 65 min.                     C/T = 1 sec.                     C/T = 3 sec.             C/T = 2 sec.                  C/T = 1 sec.
                                                                                                                                                                               by shape and scent
                            C/O = 10 min.                          C/O = 5 min.                     C/O = 2 min.             C/O = N/A                     C/O = N/A
                            Rel. = 100%                            Rel. = 85%                       Rel. = 80%               Rel. = 100%                   Rel. = 100%



                                                                                      Increase
            10.8 Days                            0.7 Days                                                                                                                      5.0 days            16.5 Days Lead Time
                                                                                      Reliability
                                                                                                                                                                                                   65 minutes, 7 seconds
                               65 min.                                                                     7 seconds
                                                                                                                                                                                                      Value-Added Time




                        IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                                                                                                                                                                           20
Questions to Ask About the Value
             Stream

Is the step valuable?
Is the step capable?
Is the step available?
Is the step adequate (capacity)?
Is the step flexible?




          Lean Manufacturing
         Concepts & Techniques

Flow: Setup Reduction, Cellular
Manufacturing, Batch Size Reduction,
Visual Workplace, Layout

Pull: Kanban Systems, Supply Chain
Management, Point of Use

Perfection: Quality Systems including
variation reduction, Training



  IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                     21
Road Map to Lean Six Sigma
Lean to improve flow and reduce inventory & lead time
Six Sigma for Process Variation in Value Stream
                                                                                     Value Stream Map (Current State)
                                                                          Stamping Orders With No Plating or Heat Treatment
                                                                               (Potential Future State Changes in Red)
                                                                                                      Projected requirements




                                                                    Phosphor Bronze                                                               Omega Precision
                                   Beryllium Copper                                                                                                                                   Randomly Placed
          Br ass                                                         (30%)                          Order as Needed                          Production Control                                                         Various
                                         ( 30%)                                                                                                                                      Order s (Various Sizes)
                                                                                                                                                 Vista S oftware S ystem
           (40%)                                                      10 Week LT                                                                                                                                           Customers
                                      6 Mos. LT
       4 Weeks LT                                                   6 Weeks Reroll
                                   In Stock- 1 Week
                                                                                                Review Work
                                                                                                                                                      Formal
                                                                                                Schedule with                                                                                                          Average of
                                                                                                                                                    Production
                                                                                                  Suppliers                                                                                                            1 mm pcs per day
                                                                                                                                                     Control
                                                                                                                                                                                                                       in Various Sizes
                                                                                                                                                                                                                       Orders (2 to 13)


                                                                                                                                                     Single Point
                                                                                                                                                     of Control
        Ever y Week                 Ever y Week                      Every Week

                                                                                                         Weekly Production                                                           Weekly Shipping
                                                                                                         Schedule Pressroom                                                               List
                                                                                                              Manager                                                                                                         Daily
                                                                                                                                                                                                                            Shipments
                                                                                                      Average order = 208,000 pcs
                                                                                                                       252,000 strokes
                                                              Pre-Control for
                                                              Roll Changes
                                                                                                                                      Combine?
                                                                                                                               •Lot Control Improvement
                                                  Stamping                                                                        •Handling Reduction
                                                                                                      Degreasing                                                           Packing
                                                                                                                                                                                                                           Shipping
                                                                                                      Drying
     10 to 24 coils                             11 Stamping
                                                                                                                                                                           Manual
     3 times /w eek
                                                  Presses
                          I                                                         I                                                        I                                                            I
                                                                                                          1 unit                                                                                                           Shipper
                                                6 Operators                                                                                                           1 Operator
                                                                                                     2 Baskets - Strip
                       50 to 70                                                 20 to 40 Bins        1 Basket - Pieces                   2 Hours                                                       1 Day
                        Racks                                                                                                                                                                            to
                                        Run: 200-600pcs/min                                     C/T = 2 Hr Strips                                                                                    12 Weeks
                                        C/T = .003 min/pc.
                      100 to 125                                                                       Max 1000/Basket                                               C/T =10 hr         Auto
                        Coils                                                                          Min 200/Basket                                                C/O = None
                                                                        Visual Status                                                                                                  Bagging
                                        C/O = 4.5 hrs.                                               = 30 Min Pcs.                                                   Rel. = 80%
                                                                         of Presses
Standard T ime
                                                                                                       25,000 Pcs/Basket
  for Setup               Setup                                                                                                       Layout is
                                        Available: 590 min/shift                                C/O = None
 Adjustment               Time                                                                                                        a Problem
                                        Rel. = 90%                                              Rel. = 95%
                                                                                                                                                                                                                         16.75 Days Lead Time
                      10 Days                                                      2 Days                                                                                                          1 Day to 12 Weeks
                                                                                                       Reduce
                                    Sankyo                                                                                                                                                                               + coil lead time
                                                                                                     Cycle Time
                                   Coil Feeds                                                                                                                                                                            per average order
                                                1.5day(avg)
                                                                                                                                         2.25 Days                                                                       3.75 Days Value
                                                                                                                                                                                                                         Added Time




                                                                 Low Productivity
                                                Electrical Device Assembly
                                                The Challenge in Two Steps
Client wanted wave
soldering and robotic pick
and place
Functional operational
layout
Reject rate 5 to 8%
Extensive material staging
No space
Initially, 13 people in
Aurora cell
Low output: 300 units/day




           IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                                                                                                                                                                                                22
Lean Six Sigma Techniques Used
Process mapping

Cellular Manufacturing & Layout

Balance Cycle Times Between Work
Stations

Reduce Batch Size & parts staging

Quality Data Collection & Analysis
(Reduce Reject Rate)




       Cellular Assembly Layout




  IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                     23
Cell Changes
                     WORKSTATION CYCLE TIME: 25sec., 1.25 min.               REJECT
                                 PER 3 UNITS                                  DATA
           2
          LED
                                                                               TEST
        SOLDER
                                                                        7    SAMPLES
         & CUT
                                 4            5            6                               8       9
                                                                   ATTACH
                                                                    BACK
                              ASSEMBLY    CONTACTS   BUTTON &                           GLUE
                                                                   COVER,
                                 #1       ASSEMBLY    BATTERY                          SWITCH/
                                                                                                  PACK
                                                                    STAKE
       LED                   COLD STAKE       &      ASSEMBLY                          ATTACH
1                                                                  STRAP &
    PLACEMENT                 TEST PCBs    SOLDER      LABEL                            STRAP
                                                                   ATTACH
                                                                    STRAP

                                                       INSERT
                               REJECT
             LED
TEST
                                                      SWITCH
           SOLDER
PCBs                            DATA                 ACTIVATOR
            & CUT



                 3                                                                ASSIST
                                                                                                           REJECT
                                                                                                            DATA
                                  AFTER CHANGES WORKSTATION CYCLE TIME: 25sec.,
                                              1.25 min. PER 3 UNITS
                                                                                                             TEST
                                                                                                    4      SAMPLES
                                                     1              2                  3                                5      6
                                                                                                 ATTACH
                                                                                                  BACK
                                                ASSEMBLY         CONTACTS       BUTTON &                              GLUE
                                PCBs from                                                        COVER,
                                                   #1            ASSEMBLY        BATTERY                             SWITCH/
                                                                                                                               PACK
                                                                                                  STAKE
                                 supplier      COLD STAKE            &          ASSEMBLY                             ATTACH
                                                                                                 STRAP &
                                                TEST PCBs         SOLDER          LABEL                               STRAP
                                                                                                 ATTACH
                                                                                                  STRAP



                                                                                  INSERT
                                                  REJECT
                                                                                 SWITCH
                                                   DATA
                                                                                ACTIVATOR




                               Lean Six Sigma Changes

                Cold staking fixtures

                Powered screw
                drivers

                Light test & Soldering
                fixtures

                Quality data tracking
                via % defect control
                chart (p chart)




                      IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                                                                                      24
With Lean Six Sigma
The Results
Balanced cell at 24 sec per
work station
Two U-shaped cells
3 piece flow
1000 units/day per cell vs
300
6 people per cell vs 13
Faster identification of
quality problems
Operating at 5 to 6 sigma
Better teamwork
No backlog




    Reducing WIP & Improving Quality
               Wire Extrusion & Finishing
                     The Challenge


Client wanted to reduce WIP
Reduce extrusion rejects
(7% of footage)
Eliminate material flow
problems
Improve data collection and
analysis




     IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                        25
Lean Six Sigma Techniques Used
  Value Stream Mapping

  Cellular Manufacturing & Layout

  Kanban Trigger Board

  5S

  Quality Data Collection & Analysis
  (Reduce Extrusion Reject Rate)




              With Lean Six Sigma
                        The Results

50% reduction in raw
material inventory
60% reduction in raw
material storage area
Doubling production output
in same floor area
Eliminating one production
shift
Better teamwork
Reducing extrusion reject
rate to <1%




     IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                        26
Reducing Lead Time & Improving Quality
                                                                                 Steel Panel Fabrication
                                                                                     The Challenge

               Client wanted to reduce
               lead time to less than one
               week
               Automated equipment had
               been installed but had
               problems
               Panel rejects & rework (5%)
               Material flow problems
               Few process controls or
               data collection




                                                                           Value Stream Map (Current State)
                                                                                                    Blanket Annual Purchase
                                                                                                    Order with Daily Releases




                                                                                                                                       Production Control
                                                                                                                                                                            Randomly Placed
                                                                                                                                       (normally working                                                       Various Distributors
                                                                                                                                                                            Orders (normally
  Sheet Galvanized               Sheet Galvanized            Sheet Galvanized           Sheet Galvanized
                                                                                                                                      24 to 48 hours ahead                                                    (~ 24 for Smith Corp. &
                                                                                                                                                                            single unit orders)
Steel (4’ by 8’ or cut)         Steel (4’ by 8’ or cut)     Steel (4’ by 8’ or cut)    Steel (4’ by 8’ or cut)
                                                                                                                                               of                                                             ~ 6 for Jones Systems
                                                                                                                                      promised shipment)


                                                                                                                                                                                                              Average volume of 1000
                                                                                                                                                                                                              systems per month in peak
                                                                                                                                                                                                              season.
                                                                                                                                                                                                              Customers are mainly
                                                                                                                                                                                                              distributors. There are a
                                                                                                                                                                                                              few dealers.




                                                                                                            Daily                                       Daily
    Up to an average                                                                                                                                                                         Daily
                                                                                                          Production                                  Production
     of 130,000 lbs                                                                                                                                                                         Shipping                          Daily
                                                                                                           Reports                                     Reports
      daily in peak                                                                                                                                                                         Schedule                        Shipments
         season




                                                               In Straight
                                                               Panel Dept.

                       Shear                    Notch            Specialty Punch        Corner Punch                  Bend          Stake & Label        Add Z Brace                                      Rack              Shipping
                                                                                                                                                                               Radius & Band
                 1 Accurshear               1 Manual              4 Semi-Auto           3 Semi-Auto                 1 Manual         1 Automated        1 Automated          1 Manual Table,
                  Automated               Notcher (S-23)            Punches               Punches                 Brake (R-7)       Machine (R-8)      Machine (ACR)            1 Jig-less
                  Shear (P-3)             & 1 Automated                               (S-1, S-2, & S-3)          & 1 Automated                                               Machine (R12),
      I                                   Notcher (R-3)                                                           Brake (R-13)                                               & 1 Jig Machine
                                                                                                                                                                                   (R1)
2 to 5 days                                                                                                                                                                                            1 Material
                   1 Operator                1/2 Operator           0 Operators           1 Operator               1/2 Operator      1/2 Operator            1/2 Operator        2 Operators                                2 Operators
depending                                                                                                                                                                                               Handler
on pre-cut
    size
                 C/T = 4 min.              C/T = 2 min.           C/T = 2 min.         C/T = 2 min.                C/T = 5 min.     C/T = 2 min.         C/T = 7 min.                                  C/T = N/A
                                                                                                                                                                             C/T = 8 min.
                 C/O = N/A                 C/O = 4 min            C/O = N/A            C/O = up to                 C/O = 30 to      C/O = N/A            C/O = N/A                                     C/O = N/A
                                                                                                                                                                                   (average)
                 Rel. = 99%                Rel. = 95%             Rel. = 99%                  30 min.                     60 sec.   Rel. = 99%           Rel. = 98% to                                 Rel. = 100%
                                                                                                                                                                             C/O = 2 to 30
                                                                                       Rel. = 99%                  Rel. = 90%                                   99%                  min.
                                                                                                                                                                             Rel. = 80%                                 2 to 5 Working Days,
                                                                                                                                                                                    to 100%
                                                                                                                                                                                                                            Lead Time
 2 to 5 days

                                                                                                                                                                                                                        32 minutes,
                       4 min.                  2 min.                 2 min.               2 min.                     5 min.           2 min.                 7 min.               8 min.                                  Value-Added Time




                                   IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                                                                                                                                                                                               27
Lean & Six Sigma Techniques Used


      Value Stream Mapping

      Process flow diagrams

      Setup time Analysis

      Quality Data Collection & Analysis
      (Reduce Reject Rate & Variability)




  INITIAL IMPROVEMENT CONCEPTS


Improve reliability and changeover
capability of R1 and R12 machines.
Reduce panel reject rate.
                                      Radius & Band
Work to 1 to 2 days lead time         1 Manual Table,       Rack
                                         1 Jig-less
                                      Machine (R12),
                                      & 1 Jig Machine
                                                          1 Material
                                            (R1)
                                                           Handler
                                        2 Operators

                                       C/T = 8 min.       C/T = N/A
                                             (average)    C/O = N/A
                                       C/O = 2 to 30      Rel. = 100%
                                               min.
                                       Reject rate = 5%
                                       Rel. = 80%
                                              to 100%
                                                                       2 to 5 Working Days,
                                                                           Lead Time
                                            8 min.




         IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                                              28
6 Foot Long Custom Radius Panel Fabrication
                                                  Trumpf Area                                                                 Straight Panel Dept.

                                                                            Notch
          Panel
                                                                           & Punch                                        Bend                      Add Z Brace(s)
         Material
                               Raw                                         (Trumpf                                       & Stake                     (if required)
                           Material Stock                                  Machine)

                14 Ga. Galvanized Steel
       (pre-cut 53-15/16” by 6’3-15/16” sheets)




                                                                                                            Radius
                                                                                                           & Band
                                                                       Label                                                                    Rack                                            Ship
                                                                                                         (R12 - Jigless
                                                                                                           Machine)
                               WIP Stock

                         16 Different Panels
                        with Various Cutouts                         Custom Panel Dept.




          Band
                                                                               Shear
         Material
                               Raw                                             & Cut
                           Material Stock

                                                                                                                              Partially finished panels are stocked in
                    11 Ga. Galvanized Steel
                                                                                                                              sixteen different configurations. Panels
                   (4’ by 8’ standard sheets)
                                                                                                                              are finished to order. Work is done in
                                                                                                                              three different areas as noted.




                                    UNDERSTANDING ROOT CAUSES of R12 PROBLEMS
                                            CAUSE AND EFFECT DIAGRAM
                                                                                  Red = Most Important Causes



               SET UP VALUES
                  CHANGE
                                                                                                                                     NO SPECS
                                                       OPERATORS                                    MEASUREMENT
                                                                                                                      RADIUS TEMPLATE
        MAINTENANCE                                                                                                      ACCURACY
                                                                          PANEL
            CHANGES
                                                                       SQUARENESS
            SETTINGS                       DIFFERENT SETUP
                                             PROCEDURES                                 NO DIMENSIONAL SPECS
                                                                                           OR TOLERANCES                  DIFFERENT
                                                                                                                       MEASURES USED ON
                                OPEATOR
                                                                     OPERATOR                                              R1 & R12
                               PREFERENCE
                                                                    JUDGEMENT
                                                                                    RADIUS     ANGLES
      NO TRUST
                                                                       NO SPECS                                                                                                    DON'T MEET
                                                                                                     SEGMENT
                                                                                                                                                                                   CURVATURE
                                                                                                      LENGTH
                                                                                                                                                                                    TEMPLATE
                                                                                                                                                                                REQUIREMENTS AT
                    MOUNTING                                                                                                                                                           SETUP
                     WRONG
                                                                                                                                                                                  (4' & 6' RADIUS
   DIGITAL READOUT                                                                                   PANEL WIDTH VARIES
                                                                                                                                                                                      PANELS)
       USELESS
                                                                                                                                                                     SHEET DIMENSIONS
                                                                                                                      3 SUPPLIERS
        POOR TRANSDUCER                                                    BAD
                               USE OF AIR vs.                                                                                                                              VARY
           SELECTION                                                    BEARINGS
                                HYDRAULICS                                                      BANDS HAVE
                                                                        ON LOWER
                                                                                                  CAMBER
                                                                        FORMING
                                INDEXES VARY
                                                                          TOOL
                                                                                                                                                                        GALVINIZED COATING
INDEXES VARY                                                                                                                                                              DIFFERENT ON
                    CRUDE INDEX                                                                                       INACCURATE
                                                         POOR MAINT
                   SYSTEM DESIGN                                                                                        CUTTING                                               PANELS
                                                                                              LOCATION PANEL OF
                                                                                              SPECIALTY PUNCHES
     NOTCH O.D.SPACING VARIES                                                                                                                                                           SURFACE FINISH
                                                                                                       ON PANEL
                                                RADIUS VARIES
               .09 IN                                                                                                                                                                          VARIES
                                                                             BACKING SHOE
                                                 SIDE TO SIDE                                                                                      DIFFERENT
                                                                             ADJ.USTMENT.                                                       STEEL PROPERTIES
                                                                                                              PANEL NOTCH POSITION
                                                                                                                                                                                     NO SPECS              3 SUPPLIERS
                                                                                                                     VARIES
                                                  PANELS CATCH AT
AIR CYLINDER
                                                    LAST 2 BENDS
  OPPOSING
HYDRAULIC IN
    HEAD                 AIR PRESSURE LOW                                                     WIDTH OF STEEL BETWEEN
  ASSEMBLY
                                                                                             NOTCHES VARIES 3.75 to 4.0 in.
                                                                                                                                                             YIELD STRENGTH VARIES
                                                                                                  ACROSS RADIUS
                                                       CONVEYOR NOT
                                MAINTENANCE
                                                         ADJUSTED
   EQUIPMENT                                                                                                                                       PLATE
                                                                                                                                                 THICKNESS
                                                                                                                 NO SPECS
                                                                                   PUNCH                                                                                                HOT VS COLD ROLL
                                                                                                                                                   VARIES
                                                                                  LOCATION
                                                         PANEL NOT                 VARIES
                                                       SQUARE. wIDTH                                                                                                                         3 SUPPLIERS
                                                        TOO LARGE
                                                                                                                                                                         NO SPECS
                                                                                       DIFFERENT
                                                                                       EQUIPMENT
                                                                                                                         MATERIAL                                                             COATING
                                                                                          USED
                                                                                                                      (PANELS, STEEL)                                                          VARIES
                                                        STRAIGHT PANEL
                                                                                                                                                                              3 SUPPLIERS
                                                           SPECIALTY PUNCH




                           IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                                                                                                                                                                         29
Process Improvements
      Separating Process & Machine Issues
Common setup procedure
Replace measurement gages
Established process capability
Implemented process controls for
panel dimensions
Identified realtime data
requirements
Completed identified maintenance
actions
Implemented PM program




             Why Lean Automation?

           “After implementing lean
        improvements such as cellular
      manufacturing and setup reduction,
      selective automation can add value
        and reduce human variability.”

       Richard Schonberger, June 2002




      IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                         30
New Radius Bending Machine R13
                          • Automated band cutting
                          • Servo driven adjustments from
                            panel bar codes




• Online radius
  measurement and
  tracking




   R13 Capabilities After Lean Six Sigma

  Operates as a cell
  Runs two product families
  Changeover in less than 5
  sec. within and between
  product families
  Cycle time reduced from 5
  min. to 1.8 min.
  Realtime auto check of each
  panel with data collection
  Operating at 6 sigma




      IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                         31
Lean Six Sigma in the Fast Lane!

 As lead time decreases…………..


     the need for realtime data increases!




Automation Provides Realtime Data to
  Control Variation for Six Sigma
Enhances Define-Measure-
Analyze-Improve-Control
methodology (DMAIC)

Online measurement of                          Process Control
process parameters

Direct data input into
control charts

Provide realtime controls
as control limits are
understood


   IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                      32
R13 Process Controls & System Status

                                                                                                                                  Realtime Data Collection
                                                                                                                                   for Six Sigma Analysis




           Diagnostics for Rapid
           Identification of Problems




                                               Realtime Data From R13
           Target      Top         Bot.                                       Bend         Bend        Bend        Bend         Panel       Panel
Index      Chord       Chord       Chord     Delta Top                        Angle        Angle       Factor      Factor       Radius      Length     Cycle
Count      Height      Height      Height    / Bot.     Top Dev. Bot. Dev.    Offset       Factor      Top         Bot.         (Feet)      (Inches) Time                            Template Template
V2022      V2030       V2046       V2066     V2032      V2050     V2070       V1610        V1612       V1614       V1616        V1706       V1710      V2014     Remarks             Dev. Top Dev. Bot.
        31    14.051      14.089      14.118      0.029     0.039     0.067        0.000       1.325       0.797        0.921       4.000       75.375     131.2
Log Data


         1    14.051      14.593      14.898     0.305      0.543     0.848        0.000       1.325       0.795        0.951       4.000      75.375     139.5 formula
         2    14.051      14.089      13.947     0.142      0.039    -0.104        0.000       1.325       0.781        0.880       4.000      75.375     132.9 general, using values from 3'R
         3    14.051      14.008      13.748     0.259     -0.043    -0.302        0.000       1.325       0.781        0.880       4.000      75.375     131.7
         4    14.051      14.014      13.803     0.211     -0.036    -0.248        0.000       1.325       0.781        0.880       4.000      75.375     131.6
         5    14.051      13.960      13.652     0.307     -0.091    -0.398        0.000       1.325       0.781        0.885       4.000      75.375     132.4
         6    14.051      14.055      13.844     0.211      0.005    -0.207        0.000       1.325       0.781        0.900       4.000      75.375     132.0
         7    14.051      13.824      13.817     0.007     -0.227    -0.234        0.000       1.325       0.781        0.905       4.000      75.375     132.3
         8    14.051      13.796      13.824     0.027     -0.254    -0.227        0.000       1.325       0.781        0.910       4.000      75.375     132.0
         9    14.051      13.926      13.974     0.048     -0.125    -0.077        0.000       1.325       0.790        0.920       4.000      75.375     131.6
        10    14.051      14.001      13.967     0.033     -0.050    -0.083        0.000       1.325       0.795        0.920       4.000      75.375     132.3
        11    14.051      13.980      13.967     0.013     -0.070    -0.083        0.000       1.325       0.795        0.920       4.000      75.375     131.1
        12    14.051      14.014      14.063     0.049     -0.036     0.013        0.000       1.325       0.795        0.920       4.000      75.375     131.3
        13    14.051      13.980      13.960     0.020     -0.070    -0.090        0.000       1.325       0.795        0.920       4.000      75.375     130.9
        14    14.051      14.137      14.214     0.077      0.086     0.163        0.000       1.325       0.800        0.925       4.000      75.375     132.6
        15    14.051      14.117      14.173     0.056      0.066     0.122        0.000       1.325       0.800        0.925       4.000      75.375     129.2
        16    14.051      14.137      14.152     0.015      0.086     0.102        0.000       1.325       0.800        0.925       4.000      75.375     131.0
        17    14.051      14.103      14.118     0.015      0.052     0.067        0.000       1.325       0.798        0.922       4.000      75.375     133.0
        18    14.051      14.089      14.097     0.008      0.039     0.047        0.000       1.325       0.798        0.922       4.000      75.375     131.4
        19    14.051      14.178      14.104     0.074      0.127     0.054        0.000       1.325       0.798        0.922       4.000      75.375     131.0
        20    14.051      14.144      14.173     0.029      0.093     0.122        0.000       1.325       0.797        0.921       4.000      75.375     132.6
        21    14.051      14.130      14.104     0.026      0.079     0.054        0.000       1.325       0.797        0.921       4.000      75.375     131.0
        22    14.051      14.076      14.097     0.022      0.025     0.047        0.000       1.325       0.797        0.921       4.000      75.375     130.9
        23    14.051      14.123      14.070     0.053      0.073     0.019        0.000       1.325       0.797        0.921       4.000      75.375       3.9
        24    14.051      14.069      14.043     0.026      0.018    -0.008        0.000       1.325       0.797        0.921       4.000      75.375     136.5
        25    14.051      14.089      14.070     0.019      0.039     0.019        0.000       1.325       0.797        0.921       4.000      75.375       0.0
        26    14.051      14.089      14.104     0.015      0.039     0.054        0.000       1.325       0.797        0.921       4.000      75.375     131.6 bands from stock, COE belt broken
        27    14.051      14.096      14.022     0.074      0.045    -0.029        0.000       1.325       0.797        0.921       4.000      75.375     136.9
        28    14.051      14.089      14.097     0.008      0.039     0.047        0.000       1.325       0.797        0.921       4.000      75.375     131.3
        29    14.051      14.082      14.111     0.029      0.032     0.060        0.000       1.325       0.797        0.921       4.000      75.375     131.2
        30    14.051      14.117      14.152     0.036      0.066     0.102        0.000       1.325       0.797        0.921       4.000      75.375     131.3
        31    14.051      14.089      14.118     0.029      0.039     0.067        0.000       1.325       0.797        0.921       4.000      75.375     131.2




                          IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                                                                                                                                                          33
How Do We Use Lean Six Sigma
          Techniques
 Get Management commitment
 Assess the operation using a Value Stream
 Map (Product families & Production data)
 Identify lean improvements & kaizens
 without automation
 Implement lean improvements using VSM
 plan
 Identify processes requiring Six Sigma
 analysis
 Analyze, eliminate, and control variation
 Start the cycle again!




                 Lean Six Sigma
Methodology that maximizes shareholder value
by achieving the fastest rate of improvement in…..

Customer satisfaction

      Operating costs

  Process speed(lead time)

       Inventory & invested capital

           Quality

             Operating flexibility




    IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                       34
Contact Information

            Advent Design Corporation
           Canal Street and Jefferson Ave.
                 Bristol, PA 19007

               www.adventdesign.com
                  800-959-0310

 Frank Garcia, Director Planning & Producttvity
        frank.garcia@adventdesign.com




IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN


                                                                   35

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Integrating Six Sigma and Lean Manufacturing to Reduce Costs and Lead Time

  • 1. Integrating Six Sigma and Lean Manufacturing The Challenges & Benefits Frank Garcia & Tom Lawton ADVENT DESIGN CORPORATION SIX SIGMA or LEAN MANUFACTURING Need to lower costs & reduce lead time? • Material flow is poor • Error rate is high • Can’t deliver ontime • Equipment too slow IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 1
  • 2. Six Sigma or Lean Manufacturing? LEAN MANUFACTURING: Reduce Lead Time by eliminating waste in the Value Stream Provides the Game Plan and Plays SIX SIGMA: Reduce process variation Provides the Play by Play Analysis and Instant Replay Six Sigma or Lean Manufacturing? LEAN MANUFACTURING: Flow Focused Lean cannot bring a process under statistical control SIX SIGMA: Problem Focused Can not dramatically improve process speed or reduce invested capital NEED BOTH! IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 2
  • 3. Integrating Six Sigma with Lean Manufacturing Increases customer satisfaction Improves profitability & competitive position Has historical integration problems Requires a different system model Requires implementation & sustaining plans Lean Manufacturing System Goals are Highest quality Lowest cost Shortest lead time Achieved by eliminating waste in the value stream Industry benchmark: Toyota Production System (TPS) TPS is applied I.E. and common sense Principle: organization supports the value adder IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 3
  • 4. Value -Added Definition of Value is added any time the product is physically changed towards what the customer is intending to purchase. Value is also added when a service is provided for which the customer is willing to pay (i.e. design, engineering, etc.). If we are not adding value, we are adding cost or waste. 90% of lead time is non-value added! Value Stream The value stream is the set of all the specific actions required to bring a specific product (good or service) through the critical management tasks of any business: 1. Information Management 2. Transformation IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 4
  • 5. The EIGHT Wastes Inventory (more than one piece flow) Overproduction (more or sooner than needed) Correction (inspection and rework) Material Movement Waiting Motion Non-Value Added Processing Underutilized People Six Sigma System A defined management process and CTQ goal (3.4 ppm) 3 sigma is 66,807 ppm! Driven from the top Focused on Voice of the Customer A data analysis and problem solving methodology Strong focus on variation reduction Supported by highly trained problem solvers IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 5
  • 6. Uncovering Quality’s Hidden Costs Traditional (Tip of the Iceberg) 5 to 8 % 15 to 20 % Warranty Scrap Rejects Rework Late Delivery Lost Engineering Change Orders Opportunities More Set-ups Long Cycle Times Lost Sales Expediting Costs Excess Inventory Excessive Material Orders/Planning Working Capital Allocations Additional Costs of Poor Quality Six Sigma Variation Reduction Process Variation Should be Less Than Specs Variation Reduction is Cost Reduction IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 6
  • 7. Six Sigma’s (σ) Focus: Reducing Variance “ You have heard us talk about Reducing span, the “evil” variance our the variance customers feel in our response provides to their requests for better delivery, service or control of financing.” the process. A process mean tells us how the process is performing while the variance gives us an indication of process control. What is Six Sigma (σ) Quality? Population mean (µ) One (1) σ represents or average 68% of the population Two (2) σ represents 95% of the population Six (6) σ represents 99.999997% of With 6 σ Quality, approximately 3.4 items in a the population population of 1,000,000 items would be unacceptable. IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 7
  • 8. Six Sigma System Improving Profitability A 1 Sigma Improvement Yields….. 20% margin improvement 12 to 18% increase in capacity 12% reduction in number of employees 10 to 30% reduction in capital Source: Six Sigma - Harry & Schroeder Six Sigma Financial Impact Areas: The Savings Categories Cost Reduction (including 1. cost at standard and costs not included in standard cost) Cost Avoidance (can be 2. difficult to document) Inventory Reduction 3. Revenue Enhancement 4. Receivables Reduction 5. IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 8
  • 9. Six Sigma System A culture characterized by….. Customer centricity: What do they value? Financial results Management engagement & involvement Resource commitment: 1 to 3% of staff full time Execution infrastructure: black & green belts, teams Six Sigma Problem Solving Steps Process Breakthrough Define & Measure Strategy Validate Data Collected Characterization Analyze Vital Few Factors For Root Cause of Problem Improve Identify appropriate operating conditions Optimization Control Sustain - Insure Results to Bottom Line IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 9
  • 10. The DMAIC Cycle Six Sigma In Action SDCA Measure & Plan-Do-Study-Act Define Teams Analyze Benchmark Analysis tools Management ID variability SDCA Commitment Employee Involvement Improve Design of Control Plan-Do-Study-Act Experiments SDCA = Standardize-Do-Check-Adjust Six Sigma Tools Check Sheets: Checklists of what is to be accomplished,etc.. Scatter Diagrams: A graphical representation between two measurements (variables). Fishbone or Cause and Effect Diagrams: Provides a starting point for problem analysis. Problems are diagrammed into categories of Machinery, Material, Methods and Labor (Manpower). Pareto Charts: A method for organizing errors based on the number of errors created by a particular attribute (ex. Machine, Supplier, Product, Individual, etc.). IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 10
  • 11. Six Sigma Tools Process Maps or Flowcharts: Graphical representation of a process or system showing process or product transformation. In other words, what is being done, by who and what choices are being made. Ideally process maps should include cycle times, defect information, etc. X-Y Matrix: A ranking method used to prioritize process inputs (X’s) to process outputs (Y’s). FMEA’s (Potential Failure Mode and Effects Analysis): A detailed document which identifies ways in which a process or product can fail to meet critical requirements. Six Sigma Tools - Process Maps or Flowcharts What are the X’s (Input variables) at each process step? What are the Y’s (Output Variables) at each process step? Remember Y = f (x) Remember Valued Added versus Non-Value Added Remember Cycle Times and Defects IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 11
  • 12. Traditional Six Sigma Implementation- Who is Involved Technical Trainers, Mentors: Black Belts Full-Time Commitment Project Leaders- Full-Time Senior Management Commitment Master Green Belts Champions and Leaders Black Belts Project Leaders- Provides direction, removes Part-Time obstacles, reviews progress Commitment The Bad News: Six Sigma Program: Implementation Issues Some of the facts: 80% of Six Sigma Implementations fail. Traditional Six Sigma implementations have largely been attempted at large Fortune 500 Companies due to the large investment in people, training and overall support. Training costs alone for a “wave” of 25 people can cost $250,000 for this 4 to 6 month training period. Training costs and personnel requirements can overwhelm many smaller organizations. IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 12
  • 13. Need for Six Sigma & Lean External - Satisfying Customers….. Quality, Warranty, and Cost Customers Require Six Sigma Customers Require Lean Manufacturing Competitors are implementing Lean & Six Sigma Staying in business Need for Six Sigma & Lean Internal - Improving Profitability through….. Operational Cost Reduction Improve Productivity Reduce Scrap and Rework Reduce Inventory & WIP Engineering Design Cost Reduction Define-Measure-Analyze-Design-Verify (DMADV) Stabilize & Quantify Process Capability Input for Product and Design Process IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 13
  • 14. You Can Apply Six Sigma Techniques to Complement Existing Lean Capabilities Lean Training & Implementation VSM Six Sigma Analysis, Lean Waste Process Problem Techniques Reduction variation Solving & Training Inventory Reduction & Control Supply Chain Management Lean Six Sigma Implementation Historical Implementation Problems Only Six Sigma or Lean Implemented - big $ savings but money left on the table Separate Six Sigma & Lean initiatives competing for best resources Difficulty in sustaining the gain IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 14
  • 15. Lean Six Sigma Implementation Some Solutions……. Need to implement in the correct order Policy deployment to align business objectives (Flow, Waste & Variation Reduction) Focus on shop floor results, not class room skills Experienced teachers & coaches Standardized work to institutionalize the gains The Lean Six Sigma Strategy Lean 6σ is a CHANGE STRATEGY for accelerating improvements in processes, products, and services to improve a company’s performance leading to improved financial performance and competitiveness of the organization. Goals: Improved Customer Satisfaction Increased Profits Improved Process Capability by Reducing Variance Increased Market Share Support Continuous Improvement Sustained Gains for Completed Projects IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 15
  • 16. Lean and the 6 σ Structure FULL TIME COMMITMENT Problem solver, Teacher, Mentor. Expert in use of the tools M.B.B Black Problem solver,Proficient with tools Belt Problem solver, assists Black Belt. Yellow and Working Knowledge of tools 25-50% Green Belt Functional 6Sigma Team Member. Familiar with tools Problem Solving Problem Solving Team Members LEAN Manufacturing Waste reduction and Practices Continuous Improvement Training Costs- up to $2,500 Week (excludes lodging, travel and salary) Why Not Rent a Belt (Black, Yellow or Green) Pay for only What You Need to Solve Real Business Problems? Easier for Small Business to Justify Focused on Solving Companies’ Problems Joint Problem Solving and Knowledge/Skill Transfer Easier to Meet Customer Mandates to Use Lean Six Sigma Techniques Provides Evolutionary Approach to Lean/Six Sigma Implementation and Training IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 16
  • 17. How Do We Use Lean Six Sigma Techniques Get Management commitment Assess the operation & understand the Process using a Value Stream Map (Product families & Production data) Identify lean improvements & kaizens without automation Implement lean improvements using VSM plan Identify processes requiring Six Sigma analysis Analyze, eliminate, and control variation Start the cycle again! The Lean Six Sigma Cycle VSM Commitment & Recommended Set Up Assessment Solutions Layout Cells Visual Continuous Improvement Variation Reduction Implementation Information DO IT! Plan Systems IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 17
  • 18. Understanding the Process: The 1st Step and Foundation of Lean Six Sigma Y = f(X) Output(s) are a function Input(s) The Lean Six Sigma process attempts to control the outputs by controlling the inputs (those Critical to Quality or CTQ’s) Value Stream Map An Assessment Tool The value stream map follows the production path from beginning to end and shows a visual representation of every process in the material and information flows Shows how the shop floor currently operates Foundation for the future state IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 18
  • 19. Using the Value Stream Mapping Tool product family current state Understanding how the shop floor currently operates. The foundation drawing for the future state. future state Designing a lean flow drawing plan and implementation Value Stream Map Concept Production Orders Orders Customers Suppliers Control Schedules I Process I Equipment Raw Finished Cycle Materials Goods Times Change Over Reliability Error Rate Lead Time File: VSM-A1 IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 19
  • 20. Value Stream Map (Current State) Orders Every 2 Weeks Production Control New Jersey Randomly Placed Andrea Aromatics Alanx Order as Needed Various Porcelain Orders (Various Sizes) (Scented Oils) (Shaped Stones) Customers (Round Stones) Average of 6,000 Stones per Day in Various Size Orders (8 to 20 case & 200 to 400 case range mainly) 30 Cans of Oil 59,000 Stones 50,000+ Stones Every 2 Weeks Every 2 Weeks Every 2 Months (via stringer) Bi- Weekly Daily Shipping Productio Orders n Daily Schedule Shipments Existing Work Cell Soak & Dry Packaging Labeling Cartoning Case Packing Shipping APAI Multiple Ameripack Manual Manual Automatic Batch Tanks Flow Packager I I I I I I Stapler up to 0 0 125 Cans of Oil 1 Operator 4290 1 Operator 1/2 Operator 1/2 Operator 90,504 1 Operator 250 20,640 Round Stones Stones Stones stones 49,000 Shaped Stones in WIP C/T = 25 - 65 min. C/T = 1 sec. C/T = 3 sec. C/T = 2 sec. C/T = 1 sec. C/O = 10 min. C/O = 5 min. C/O = 2 min. C/O = N/A C/O = N/A Rel. = 100% Rel. = 85% Rel. = 80% Rel. = 100% Rel. = 100% 11.6 Days 0.7 Days 15.1 days 27.4 Days Lead Time 65 minutes, 7 seconds 65 min. 7 seconds Value-Added Time Value Stream Map (Future State) Orders Every Week New Jersey Randomly Placed Production Control Andrea Aromatics Alanx Monthly Order Various Porcelain Orders (Various Sizes) (Scented Oils) (Shaped Stones) Customers (Round Stones) Average of 6,000 Stones per Day in Various Size Orders (8 to 20 case & 200 to 400 case range mainly) Bi-Weekly Production 12 to 16 Cans 30,000 Stones 25,000 Stones Schedule of Oil Once a Once a Week Once a Month (large Week (via stringer) orders) Daily Shipping Orders Daily Shipments 4 Cases Existing Work Cell Soak & Dry Packaging Labeling Cartoning Case Packing Shipping APAI Multiple Ameripack Manual Manual Automatic Batch Tanks Flow Packager I I I I I Stapler up to 0 0 75 Cans of Oil 1 Operator 4290 1 Operator 1/2 Operator 1/2 Operator 30,000 1 Operator 250 40,000 Round Stones Stones Stones stones 25,000 Shaped Stones in a supermarket in WIP type arrangement with stocking levels C/T = 25 - 65 min. C/T = 1 sec. C/T = 3 sec. C/T = 2 sec. C/T = 1 sec. by shape and scent C/O = 10 min. C/O = 5 min. C/O = 2 min. C/O = N/A C/O = N/A Rel. = 100% Rel. = 85% Rel. = 80% Rel. = 100% Rel. = 100% Increase 10.8 Days 0.7 Days 5.0 days 16.5 Days Lead Time Reliability 65 minutes, 7 seconds 65 min. 7 seconds Value-Added Time IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 20
  • 21. Questions to Ask About the Value Stream Is the step valuable? Is the step capable? Is the step available? Is the step adequate (capacity)? Is the step flexible? Lean Manufacturing Concepts & Techniques Flow: Setup Reduction, Cellular Manufacturing, Batch Size Reduction, Visual Workplace, Layout Pull: Kanban Systems, Supply Chain Management, Point of Use Perfection: Quality Systems including variation reduction, Training IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 21
  • 22. Road Map to Lean Six Sigma Lean to improve flow and reduce inventory & lead time Six Sigma for Process Variation in Value Stream Value Stream Map (Current State) Stamping Orders With No Plating or Heat Treatment (Potential Future State Changes in Red) Projected requirements Phosphor Bronze Omega Precision Beryllium Copper Randomly Placed Br ass (30%) Order as Needed Production Control Various ( 30%) Order s (Various Sizes) Vista S oftware S ystem (40%) 10 Week LT Customers 6 Mos. LT 4 Weeks LT 6 Weeks Reroll In Stock- 1 Week Review Work Formal Schedule with Average of Production Suppliers 1 mm pcs per day Control in Various Sizes Orders (2 to 13) Single Point of Control Ever y Week Ever y Week Every Week Weekly Production Weekly Shipping Schedule Pressroom List Manager Daily Shipments Average order = 208,000 pcs 252,000 strokes Pre-Control for Roll Changes Combine? •Lot Control Improvement Stamping •Handling Reduction Degreasing Packing Shipping Drying 10 to 24 coils 11 Stamping Manual 3 times /w eek Presses I I I I 1 unit Shipper 6 Operators 1 Operator 2 Baskets - Strip 50 to 70 20 to 40 Bins 1 Basket - Pieces 2 Hours 1 Day Racks to Run: 200-600pcs/min C/T = 2 Hr Strips 12 Weeks C/T = .003 min/pc. 100 to 125 Max 1000/Basket C/T =10 hr Auto Coils Min 200/Basket C/O = None Visual Status Bagging C/O = 4.5 hrs. = 30 Min Pcs. Rel. = 80% of Presses Standard T ime 25,000 Pcs/Basket for Setup Setup Layout is Available: 590 min/shift C/O = None Adjustment Time a Problem Rel. = 90% Rel. = 95% 16.75 Days Lead Time 10 Days 2 Days 1 Day to 12 Weeks Reduce Sankyo + coil lead time Cycle Time Coil Feeds per average order 1.5day(avg) 2.25 Days 3.75 Days Value Added Time Low Productivity Electrical Device Assembly The Challenge in Two Steps Client wanted wave soldering and robotic pick and place Functional operational layout Reject rate 5 to 8% Extensive material staging No space Initially, 13 people in Aurora cell Low output: 300 units/day IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 22
  • 23. Lean Six Sigma Techniques Used Process mapping Cellular Manufacturing & Layout Balance Cycle Times Between Work Stations Reduce Batch Size & parts staging Quality Data Collection & Analysis (Reduce Reject Rate) Cellular Assembly Layout IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 23
  • 24. Cell Changes WORKSTATION CYCLE TIME: 25sec., 1.25 min. REJECT PER 3 UNITS DATA 2 LED TEST SOLDER 7 SAMPLES & CUT 4 5 6 8 9 ATTACH BACK ASSEMBLY CONTACTS BUTTON & GLUE COVER, #1 ASSEMBLY BATTERY SWITCH/ PACK STAKE LED COLD STAKE & ASSEMBLY ATTACH 1 STRAP & PLACEMENT TEST PCBs SOLDER LABEL STRAP ATTACH STRAP INSERT REJECT LED TEST SWITCH SOLDER PCBs DATA ACTIVATOR & CUT 3 ASSIST REJECT DATA AFTER CHANGES WORKSTATION CYCLE TIME: 25sec., 1.25 min. PER 3 UNITS TEST 4 SAMPLES 1 2 3 5 6 ATTACH BACK ASSEMBLY CONTACTS BUTTON & GLUE PCBs from COVER, #1 ASSEMBLY BATTERY SWITCH/ PACK STAKE supplier COLD STAKE & ASSEMBLY ATTACH STRAP & TEST PCBs SOLDER LABEL STRAP ATTACH STRAP INSERT REJECT SWITCH DATA ACTIVATOR Lean Six Sigma Changes Cold staking fixtures Powered screw drivers Light test & Soldering fixtures Quality data tracking via % defect control chart (p chart) IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 24
  • 25. With Lean Six Sigma The Results Balanced cell at 24 sec per work station Two U-shaped cells 3 piece flow 1000 units/day per cell vs 300 6 people per cell vs 13 Faster identification of quality problems Operating at 5 to 6 sigma Better teamwork No backlog Reducing WIP & Improving Quality Wire Extrusion & Finishing The Challenge Client wanted to reduce WIP Reduce extrusion rejects (7% of footage) Eliminate material flow problems Improve data collection and analysis IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 25
  • 26. Lean Six Sigma Techniques Used Value Stream Mapping Cellular Manufacturing & Layout Kanban Trigger Board 5S Quality Data Collection & Analysis (Reduce Extrusion Reject Rate) With Lean Six Sigma The Results 50% reduction in raw material inventory 60% reduction in raw material storage area Doubling production output in same floor area Eliminating one production shift Better teamwork Reducing extrusion reject rate to <1% IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 26
  • 27. Reducing Lead Time & Improving Quality Steel Panel Fabrication The Challenge Client wanted to reduce lead time to less than one week Automated equipment had been installed but had problems Panel rejects & rework (5%) Material flow problems Few process controls or data collection Value Stream Map (Current State) Blanket Annual Purchase Order with Daily Releases Production Control Randomly Placed (normally working Various Distributors Orders (normally Sheet Galvanized Sheet Galvanized Sheet Galvanized Sheet Galvanized 24 to 48 hours ahead (~ 24 for Smith Corp. & single unit orders) Steel (4’ by 8’ or cut) Steel (4’ by 8’ or cut) Steel (4’ by 8’ or cut) Steel (4’ by 8’ or cut) of ~ 6 for Jones Systems promised shipment) Average volume of 1000 systems per month in peak season. Customers are mainly distributors. There are a few dealers. Daily Daily Up to an average Daily Production Production of 130,000 lbs Shipping Daily Reports Reports daily in peak Schedule Shipments season In Straight Panel Dept. Shear Notch Specialty Punch Corner Punch Bend Stake & Label Add Z Brace Rack Shipping Radius & Band 1 Accurshear 1 Manual 4 Semi-Auto 3 Semi-Auto 1 Manual 1 Automated 1 Automated 1 Manual Table, Automated Notcher (S-23) Punches Punches Brake (R-7) Machine (R-8) Machine (ACR) 1 Jig-less Shear (P-3) & 1 Automated (S-1, S-2, & S-3) & 1 Automated Machine (R12), I Notcher (R-3) Brake (R-13) & 1 Jig Machine (R1) 2 to 5 days 1 Material 1 Operator 1/2 Operator 0 Operators 1 Operator 1/2 Operator 1/2 Operator 1/2 Operator 2 Operators 2 Operators depending Handler on pre-cut size C/T = 4 min. C/T = 2 min. C/T = 2 min. C/T = 2 min. C/T = 5 min. C/T = 2 min. C/T = 7 min. C/T = N/A C/T = 8 min. C/O = N/A C/O = 4 min C/O = N/A C/O = up to C/O = 30 to C/O = N/A C/O = N/A C/O = N/A (average) Rel. = 99% Rel. = 95% Rel. = 99% 30 min. 60 sec. Rel. = 99% Rel. = 98% to Rel. = 100% C/O = 2 to 30 Rel. = 99% Rel. = 90% 99% min. Rel. = 80% 2 to 5 Working Days, to 100% Lead Time 2 to 5 days 32 minutes, 4 min. 2 min. 2 min. 2 min. 5 min. 2 min. 7 min. 8 min. Value-Added Time IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 27
  • 28. Lean & Six Sigma Techniques Used Value Stream Mapping Process flow diagrams Setup time Analysis Quality Data Collection & Analysis (Reduce Reject Rate & Variability) INITIAL IMPROVEMENT CONCEPTS Improve reliability and changeover capability of R1 and R12 machines. Reduce panel reject rate. Radius & Band Work to 1 to 2 days lead time 1 Manual Table, Rack 1 Jig-less Machine (R12), & 1 Jig Machine 1 Material (R1) Handler 2 Operators C/T = 8 min. C/T = N/A (average) C/O = N/A C/O = 2 to 30 Rel. = 100% min. Reject rate = 5% Rel. = 80% to 100% 2 to 5 Working Days, Lead Time 8 min. IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 28
  • 29. 6 Foot Long Custom Radius Panel Fabrication Trumpf Area Straight Panel Dept. Notch Panel & Punch Bend Add Z Brace(s) Material Raw (Trumpf & Stake (if required) Material Stock Machine) 14 Ga. Galvanized Steel (pre-cut 53-15/16” by 6’3-15/16” sheets) Radius & Band Label Rack Ship (R12 - Jigless Machine) WIP Stock 16 Different Panels with Various Cutouts Custom Panel Dept. Band Shear Material Raw & Cut Material Stock Partially finished panels are stocked in 11 Ga. Galvanized Steel sixteen different configurations. Panels (4’ by 8’ standard sheets) are finished to order. Work is done in three different areas as noted. UNDERSTANDING ROOT CAUSES of R12 PROBLEMS CAUSE AND EFFECT DIAGRAM Red = Most Important Causes SET UP VALUES CHANGE NO SPECS OPERATORS MEASUREMENT RADIUS TEMPLATE MAINTENANCE ACCURACY PANEL CHANGES SQUARENESS SETTINGS DIFFERENT SETUP PROCEDURES NO DIMENSIONAL SPECS OR TOLERANCES DIFFERENT MEASURES USED ON OPEATOR OPERATOR R1 & R12 PREFERENCE JUDGEMENT RADIUS ANGLES NO TRUST NO SPECS DON'T MEET SEGMENT CURVATURE LENGTH TEMPLATE REQUIREMENTS AT MOUNTING SETUP WRONG (4' & 6' RADIUS DIGITAL READOUT PANEL WIDTH VARIES PANELS) USELESS SHEET DIMENSIONS 3 SUPPLIERS POOR TRANSDUCER BAD USE OF AIR vs. VARY SELECTION BEARINGS HYDRAULICS BANDS HAVE ON LOWER CAMBER FORMING INDEXES VARY TOOL GALVINIZED COATING INDEXES VARY DIFFERENT ON CRUDE INDEX INACCURATE POOR MAINT SYSTEM DESIGN CUTTING PANELS LOCATION PANEL OF SPECIALTY PUNCHES NOTCH O.D.SPACING VARIES SURFACE FINISH ON PANEL RADIUS VARIES .09 IN VARIES BACKING SHOE SIDE TO SIDE DIFFERENT ADJ.USTMENT. STEEL PROPERTIES PANEL NOTCH POSITION NO SPECS 3 SUPPLIERS VARIES PANELS CATCH AT AIR CYLINDER LAST 2 BENDS OPPOSING HYDRAULIC IN HEAD AIR PRESSURE LOW WIDTH OF STEEL BETWEEN ASSEMBLY NOTCHES VARIES 3.75 to 4.0 in. YIELD STRENGTH VARIES ACROSS RADIUS CONVEYOR NOT MAINTENANCE ADJUSTED EQUIPMENT PLATE THICKNESS NO SPECS PUNCH HOT VS COLD ROLL VARIES LOCATION PANEL NOT VARIES SQUARE. wIDTH 3 SUPPLIERS TOO LARGE NO SPECS DIFFERENT EQUIPMENT MATERIAL COATING USED (PANELS, STEEL) VARIES STRAIGHT PANEL 3 SUPPLIERS SPECIALTY PUNCH IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 29
  • 30. Process Improvements Separating Process & Machine Issues Common setup procedure Replace measurement gages Established process capability Implemented process controls for panel dimensions Identified realtime data requirements Completed identified maintenance actions Implemented PM program Why Lean Automation? “After implementing lean improvements such as cellular manufacturing and setup reduction, selective automation can add value and reduce human variability.” Richard Schonberger, June 2002 IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 30
  • 31. New Radius Bending Machine R13 • Automated band cutting • Servo driven adjustments from panel bar codes • Online radius measurement and tracking R13 Capabilities After Lean Six Sigma Operates as a cell Runs two product families Changeover in less than 5 sec. within and between product families Cycle time reduced from 5 min. to 1.8 min. Realtime auto check of each panel with data collection Operating at 6 sigma IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 31
  • 32. Lean Six Sigma in the Fast Lane! As lead time decreases………….. the need for realtime data increases! Automation Provides Realtime Data to Control Variation for Six Sigma Enhances Define-Measure- Analyze-Improve-Control methodology (DMAIC) Online measurement of Process Control process parameters Direct data input into control charts Provide realtime controls as control limits are understood IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 32
  • 33. R13 Process Controls & System Status Realtime Data Collection for Six Sigma Analysis Diagnostics for Rapid Identification of Problems Realtime Data From R13 Target Top Bot. Bend Bend Bend Bend Panel Panel Index Chord Chord Chord Delta Top Angle Angle Factor Factor Radius Length Cycle Count Height Height Height / Bot. Top Dev. Bot. Dev. Offset Factor Top Bot. (Feet) (Inches) Time Template Template V2022 V2030 V2046 V2066 V2032 V2050 V2070 V1610 V1612 V1614 V1616 V1706 V1710 V2014 Remarks Dev. Top Dev. Bot. 31 14.051 14.089 14.118 0.029 0.039 0.067 0.000 1.325 0.797 0.921 4.000 75.375 131.2 Log Data 1 14.051 14.593 14.898 0.305 0.543 0.848 0.000 1.325 0.795 0.951 4.000 75.375 139.5 formula 2 14.051 14.089 13.947 0.142 0.039 -0.104 0.000 1.325 0.781 0.880 4.000 75.375 132.9 general, using values from 3'R 3 14.051 14.008 13.748 0.259 -0.043 -0.302 0.000 1.325 0.781 0.880 4.000 75.375 131.7 4 14.051 14.014 13.803 0.211 -0.036 -0.248 0.000 1.325 0.781 0.880 4.000 75.375 131.6 5 14.051 13.960 13.652 0.307 -0.091 -0.398 0.000 1.325 0.781 0.885 4.000 75.375 132.4 6 14.051 14.055 13.844 0.211 0.005 -0.207 0.000 1.325 0.781 0.900 4.000 75.375 132.0 7 14.051 13.824 13.817 0.007 -0.227 -0.234 0.000 1.325 0.781 0.905 4.000 75.375 132.3 8 14.051 13.796 13.824 0.027 -0.254 -0.227 0.000 1.325 0.781 0.910 4.000 75.375 132.0 9 14.051 13.926 13.974 0.048 -0.125 -0.077 0.000 1.325 0.790 0.920 4.000 75.375 131.6 10 14.051 14.001 13.967 0.033 -0.050 -0.083 0.000 1.325 0.795 0.920 4.000 75.375 132.3 11 14.051 13.980 13.967 0.013 -0.070 -0.083 0.000 1.325 0.795 0.920 4.000 75.375 131.1 12 14.051 14.014 14.063 0.049 -0.036 0.013 0.000 1.325 0.795 0.920 4.000 75.375 131.3 13 14.051 13.980 13.960 0.020 -0.070 -0.090 0.000 1.325 0.795 0.920 4.000 75.375 130.9 14 14.051 14.137 14.214 0.077 0.086 0.163 0.000 1.325 0.800 0.925 4.000 75.375 132.6 15 14.051 14.117 14.173 0.056 0.066 0.122 0.000 1.325 0.800 0.925 4.000 75.375 129.2 16 14.051 14.137 14.152 0.015 0.086 0.102 0.000 1.325 0.800 0.925 4.000 75.375 131.0 17 14.051 14.103 14.118 0.015 0.052 0.067 0.000 1.325 0.798 0.922 4.000 75.375 133.0 18 14.051 14.089 14.097 0.008 0.039 0.047 0.000 1.325 0.798 0.922 4.000 75.375 131.4 19 14.051 14.178 14.104 0.074 0.127 0.054 0.000 1.325 0.798 0.922 4.000 75.375 131.0 20 14.051 14.144 14.173 0.029 0.093 0.122 0.000 1.325 0.797 0.921 4.000 75.375 132.6 21 14.051 14.130 14.104 0.026 0.079 0.054 0.000 1.325 0.797 0.921 4.000 75.375 131.0 22 14.051 14.076 14.097 0.022 0.025 0.047 0.000 1.325 0.797 0.921 4.000 75.375 130.9 23 14.051 14.123 14.070 0.053 0.073 0.019 0.000 1.325 0.797 0.921 4.000 75.375 3.9 24 14.051 14.069 14.043 0.026 0.018 -0.008 0.000 1.325 0.797 0.921 4.000 75.375 136.5 25 14.051 14.089 14.070 0.019 0.039 0.019 0.000 1.325 0.797 0.921 4.000 75.375 0.0 26 14.051 14.089 14.104 0.015 0.039 0.054 0.000 1.325 0.797 0.921 4.000 75.375 131.6 bands from stock, COE belt broken 27 14.051 14.096 14.022 0.074 0.045 -0.029 0.000 1.325 0.797 0.921 4.000 75.375 136.9 28 14.051 14.089 14.097 0.008 0.039 0.047 0.000 1.325 0.797 0.921 4.000 75.375 131.3 29 14.051 14.082 14.111 0.029 0.032 0.060 0.000 1.325 0.797 0.921 4.000 75.375 131.2 30 14.051 14.117 14.152 0.036 0.066 0.102 0.000 1.325 0.797 0.921 4.000 75.375 131.3 31 14.051 14.089 14.118 0.029 0.039 0.067 0.000 1.325 0.797 0.921 4.000 75.375 131.2 IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 33
  • 34. How Do We Use Lean Six Sigma Techniques Get Management commitment Assess the operation using a Value Stream Map (Product families & Production data) Identify lean improvements & kaizens without automation Implement lean improvements using VSM plan Identify processes requiring Six Sigma analysis Analyze, eliminate, and control variation Start the cycle again! Lean Six Sigma Methodology that maximizes shareholder value by achieving the fastest rate of improvement in….. Customer satisfaction Operating costs Process speed(lead time) Inventory & invested capital Quality Operating flexibility IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 34
  • 35. Contact Information Advent Design Corporation Canal Street and Jefferson Ave. Bristol, PA 19007 www.adventdesign.com 800-959-0310 Frank Garcia, Director Planning & Producttvity frank.garcia@adventdesign.com IW Best Plants Conference – April 24-25, 2007 – Indianapolis, IN 35