SlideShare ist ein Scribd-Unternehmen logo
1 von 12
Big Data, analytics and
its impact on asset
management
Dr John Wentzel
Chief Executive Officer
Drake & Scull

4th Annual State Owned Assets Supervision and Administration Conference
20-21 November 2013
Words associated with data today

Complex
Lots

Virtualization

Cloud

Cheap
Public Size

In 1999 the world
produced 2.5 Exabyte of
unique information – the
equivalent of 5 Libraries of
Congress
Sources of data in the world today
Data volumes are exploding

Much of the new data
will be machine
generated, including
sensors

The amount of data produced in 1999
would not fit on this graph
We are now in the era of Big Data
The concept of Big Data
By 2020 the volume of data
generated will fill 3 Libraries of
Congress every second

Combing these aspects of Big
Data will allow extraction of
value using new management
approaches
What can Big Data do?
Using machine sensors, climate data and
user energy demand, turbines can be placed
and managed for optimal efficiency

Using networked river sensors measuring
variables in real time officials can improve
resource management & react to problems.

Using data & remote sensors, KTH has
reduced traffic congestion by 20%, travel
times by 50% and emissions by 10%.
Big Data in facilities management?

What if you could combine access control
data, weather data, air-conditioning performance
and automatically adjust performance to save
energy?

What if, using remote smart sensors, GIS coordinates, you did not need to look for your
building stock – but it told you where it was?

What if you could use Big Data and analytics to
identify patterns in purchasing behavior that
correlate with fraud and corruption ?

What if you could combine citizen satisfaction
feedback, staff morale measures and maintenance
records to link asset performance to delivery?
Asset management challenges in the state
Regulatory
Increased demands for proof of regulatory compliance

Costs
Requirement to stretch spend further

All of these challenges
require the use,
manipulation,
transformation and
interpretation of data

Environmental
Societal pressure to demonstrate sensitivity to the environment

Governance
Fighting fraud & corruption

Service delivery
Citizens seeking evidence of improved delivery

Embracing Big Data has
the potential to help
address all of these
challenges
The way forward with Big Data

Treat data as an asset in
the same way that a
physical asset is treated

Consider piloting, on a
small scale, using data in
in asset management

Have a strategy for your
data, the same way you
have a property strategy

Assess the quality of
your data, the way you
assess asset quality
Summary
• Big data is increasingly prevalent and its impact is only
likely to grow.
• Big data can be particularly advantageous when
applied to the management of facilities.
• The use of Big Data moves the management of assets
from a reactive to a predictive approach.

• The use of Big Data can allow the state to meet some
of its most pernicious asset challenges.
Thank You
Please feel free to contact me on jwentzel@drakescull.co.za or via twitter @johnwentzelceo

Weitere ähnliche Inhalte

Was ist angesagt?

Data-Driven Government: Explore the Four Pillars of Value
Data-Driven Government: Explore the Four Pillars of ValueData-Driven Government: Explore the Four Pillars of Value
Data-Driven Government: Explore the Four Pillars of ValueThomas Robbins
 
Implementing a successful Open Government Data programme
Implementing a successful Open Government Data programmeImplementing a successful Open Government Data programme
Implementing a successful Open Government Data programmeAndrew Stott
 
Cyber city 3d water infrastructure management marketing
Cyber city 3d water infrastructure management marketingCyber city 3d water infrastructure management marketing
Cyber city 3d water infrastructure management marketingKevin DeVito
 
Principle of mobile privacy - Privacy in data era
Principle of mobile privacy - Privacy in data eraPrinciple of mobile privacy - Privacy in data era
Principle of mobile privacy - Privacy in data eramohammad alsalamin
 
Open Data and Social Enterprise
Open Data and Social EnterpriseOpen Data and Social Enterprise
Open Data and Social Enterpriseenotsluap
 
WCIT 2014 Andrew Stott - Implementing a successful government open data program
WCIT 2014 Andrew Stott - Implementing a successful government open data programWCIT 2014 Andrew Stott - Implementing a successful government open data program
WCIT 2014 Andrew Stott - Implementing a successful government open data programWCIT 2014
 
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don Jenkins
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don JenkinsEnerNOC presentation for Mass Big Data Tech Trek Worcester, Don Jenkins
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don JenkinsDon Jenkins
 
Driving Big Insight from Big Data - T3 Summit TED Talk - Kevin Foreman
Driving Big Insight from Big Data - T3 Summit TED Talk - Kevin ForemanDriving Big Insight from Big Data - T3 Summit TED Talk - Kevin Foreman
Driving Big Insight from Big Data - T3 Summit TED Talk - Kevin ForemanKevin Foreman
 
IMGS 2015 - Ordnance Survey Ireland - Hugh Mangan
IMGS 2015 - Ordnance Survey Ireland - Hugh ManganIMGS 2015 - Ordnance Survey Ireland - Hugh Mangan
IMGS 2015 - Ordnance Survey Ireland - Hugh ManganIMGS
 
21st Century Environmental Protection - From Crowdsourcing to Customized Cont...
21st Century Environmental Protection - From Crowdsourcing to Customized Cont...21st Century Environmental Protection - From Crowdsourcing to Customized Cont...
21st Century Environmental Protection - From Crowdsourcing to Customized Cont...scoopnewsgroup
 
Community of practice on socio-economic data
Community of practice on socio-economic dataCommunity of practice on socio-economic data
Community of practice on socio-economic dataIFPRI-PIM
 
BIG DATA & DATA ANALYTICS
BIG  DATA & DATA  ANALYTICSBIG  DATA & DATA  ANALYTICS
BIG DATA & DATA ANALYTICSNAGARAJAGIDDE
 
Big data in the real world opportunities and challenges facing healthcare -...
Big data in the real world   opportunities and challenges facing healthcare -...Big data in the real world   opportunities and challenges facing healthcare -...
Big data in the real world opportunities and challenges facing healthcare -...Leo Barella
 
Mass tlc big data presentation from enernoc
Mass tlc big data presentation from enernocMass tlc big data presentation from enernoc
Mass tlc big data presentation from enernocMassTLC
 
SGCI Science Gateways: Addressing Data Management Challenges
SGCI Science Gateways: Addressing Data Management ChallengesSGCI Science Gateways: Addressing Data Management Challenges
SGCI Science Gateways: Addressing Data Management ChallengesSandra Gesing
 
Leapfrog Strategies for Thailand
Leapfrog Strategies for ThailandLeapfrog Strategies for Thailand
Leapfrog Strategies for ThailandRandeep Sudan
 
Big Data: Smart Technologies Provide Big Opportunities
Big Data: Smart Technologies Provide Big OpportunitiesBig Data: Smart Technologies Provide Big Opportunities
Big Data: Smart Technologies Provide Big OpportunitiesNAED_Org
 

Was ist angesagt? (20)

Data-Driven Government: Explore the Four Pillars of Value
Data-Driven Government: Explore the Four Pillars of ValueData-Driven Government: Explore the Four Pillars of Value
Data-Driven Government: Explore the Four Pillars of Value
 
Implementing a successful Open Government Data programme
Implementing a successful Open Government Data programmeImplementing a successful Open Government Data programme
Implementing a successful Open Government Data programme
 
11 Cloud Statistics you must know in 2020
11 Cloud Statistics you must know in 202011 Cloud Statistics you must know in 2020
11 Cloud Statistics you must know in 2020
 
Cyber city 3d water infrastructure management marketing
Cyber city 3d water infrastructure management marketingCyber city 3d water infrastructure management marketing
Cyber city 3d water infrastructure management marketing
 
Bigdatappt
BigdatapptBigdatappt
Bigdatappt
 
Principle of mobile privacy - Privacy in data era
Principle of mobile privacy - Privacy in data eraPrinciple of mobile privacy - Privacy in data era
Principle of mobile privacy - Privacy in data era
 
Open Data and Social Enterprise
Open Data and Social EnterpriseOpen Data and Social Enterprise
Open Data and Social Enterprise
 
WCIT 2014 Andrew Stott - Implementing a successful government open data program
WCIT 2014 Andrew Stott - Implementing a successful government open data programWCIT 2014 Andrew Stott - Implementing a successful government open data program
WCIT 2014 Andrew Stott - Implementing a successful government open data program
 
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don Jenkins
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don JenkinsEnerNOC presentation for Mass Big Data Tech Trek Worcester, Don Jenkins
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don Jenkins
 
Bigdata
Bigdata Bigdata
Bigdata
 
Driving Big Insight from Big Data - T3 Summit TED Talk - Kevin Foreman
Driving Big Insight from Big Data - T3 Summit TED Talk - Kevin ForemanDriving Big Insight from Big Data - T3 Summit TED Talk - Kevin Foreman
Driving Big Insight from Big Data - T3 Summit TED Talk - Kevin Foreman
 
IMGS 2015 - Ordnance Survey Ireland - Hugh Mangan
IMGS 2015 - Ordnance Survey Ireland - Hugh ManganIMGS 2015 - Ordnance Survey Ireland - Hugh Mangan
IMGS 2015 - Ordnance Survey Ireland - Hugh Mangan
 
21st Century Environmental Protection - From Crowdsourcing to Customized Cont...
21st Century Environmental Protection - From Crowdsourcing to Customized Cont...21st Century Environmental Protection - From Crowdsourcing to Customized Cont...
21st Century Environmental Protection - From Crowdsourcing to Customized Cont...
 
Community of practice on socio-economic data
Community of practice on socio-economic dataCommunity of practice on socio-economic data
Community of practice on socio-economic data
 
BIG DATA & DATA ANALYTICS
BIG  DATA & DATA  ANALYTICSBIG  DATA & DATA  ANALYTICS
BIG DATA & DATA ANALYTICS
 
Big data in the real world opportunities and challenges facing healthcare -...
Big data in the real world   opportunities and challenges facing healthcare -...Big data in the real world   opportunities and challenges facing healthcare -...
Big data in the real world opportunities and challenges facing healthcare -...
 
Mass tlc big data presentation from enernoc
Mass tlc big data presentation from enernocMass tlc big data presentation from enernoc
Mass tlc big data presentation from enernoc
 
SGCI Science Gateways: Addressing Data Management Challenges
SGCI Science Gateways: Addressing Data Management ChallengesSGCI Science Gateways: Addressing Data Management Challenges
SGCI Science Gateways: Addressing Data Management Challenges
 
Leapfrog Strategies for Thailand
Leapfrog Strategies for ThailandLeapfrog Strategies for Thailand
Leapfrog Strategies for Thailand
 
Big Data: Smart Technologies Provide Big Opportunities
Big Data: Smart Technologies Provide Big OpportunitiesBig Data: Smart Technologies Provide Big Opportunities
Big Data: Smart Technologies Provide Big Opportunities
 

Andere mochten auch

Operational Excellence & Mobile
Operational Excellence & MobileOperational Excellence & Mobile
Operational Excellence & MobileUnvired Inc.
 
Creating Big Data: Methodology
Creating Big Data: MethodologyCreating Big Data: Methodology
Creating Big Data: MethodologyMoshe Kaplan
 
Introduciton to Python
Introduciton to PythonIntroduciton to Python
Introduciton to PythonMoshe Kaplan
 
BIG Data and Methodology-A review
BIG Data and Methodology-A reviewBIG Data and Methodology-A review
BIG Data and Methodology-A reviewShilpa Soi
 
Pengurusan asset dan fasiliti (a+f)
Pengurusan asset dan fasiliti (a+f)Pengurusan asset dan fasiliti (a+f)
Pengurusan asset dan fasiliti (a+f)deriliumboy
 
Asset & Facility Management Consulting Services
Asset & Facility Management Consulting ServicesAsset & Facility Management Consulting Services
Asset & Facility Management Consulting ServicesRosmiman Asset Management
 
Big Data: It’s all about the Use Cases
Big Data: It’s all about the Use CasesBig Data: It’s all about the Use Cases
Big Data: It’s all about the Use CasesJames Serra
 
Innovation in Facilities Management
Innovation in Facilities ManagementInnovation in Facilities Management
Innovation in Facilities Managementchrisdpayne
 
Predictive Analytics: Extending asset management framework for multi-industry...
Predictive Analytics: Extending asset management framework for multi-industry...Predictive Analytics: Extending asset management framework for multi-industry...
Predictive Analytics: Extending asset management framework for multi-industry...Capgemini
 
Big Data Analytics in Energy & Utilities
Big Data Analytics in Energy & UtilitiesBig Data Analytics in Energy & Utilities
Big Data Analytics in Energy & UtilitiesAnders Quitzau
 
TEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkTEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkVolker Hirsch
 

Andere mochten auch (13)

Operational Excellence & Mobile
Operational Excellence & MobileOperational Excellence & Mobile
Operational Excellence & Mobile
 
Creating Big Data: Methodology
Creating Big Data: MethodologyCreating Big Data: Methodology
Creating Big Data: Methodology
 
Introduciton to Python
Introduciton to PythonIntroduciton to Python
Introduciton to Python
 
BIG Data and Methodology-A review
BIG Data and Methodology-A reviewBIG Data and Methodology-A review
BIG Data and Methodology-A review
 
Asset management-cda
Asset management-cdaAsset management-cda
Asset management-cda
 
Connecting assets and facilities with IoT
Connecting assets and facilities with IoTConnecting assets and facilities with IoT
Connecting assets and facilities with IoT
 
Pengurusan asset dan fasiliti (a+f)
Pengurusan asset dan fasiliti (a+f)Pengurusan asset dan fasiliti (a+f)
Pengurusan asset dan fasiliti (a+f)
 
Asset & Facility Management Consulting Services
Asset & Facility Management Consulting ServicesAsset & Facility Management Consulting Services
Asset & Facility Management Consulting Services
 
Big Data: It’s all about the Use Cases
Big Data: It’s all about the Use CasesBig Data: It’s all about the Use Cases
Big Data: It’s all about the Use Cases
 
Innovation in Facilities Management
Innovation in Facilities ManagementInnovation in Facilities Management
Innovation in Facilities Management
 
Predictive Analytics: Extending asset management framework for multi-industry...
Predictive Analytics: Extending asset management framework for multi-industry...Predictive Analytics: Extending asset management framework for multi-industry...
Predictive Analytics: Extending asset management framework for multi-industry...
 
Big Data Analytics in Energy & Utilities
Big Data Analytics in Energy & UtilitiesBig Data Analytics in Energy & Utilities
Big Data Analytics in Energy & Utilities
 
TEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkTEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of Work
 

Ähnlich wie Big Data, Analytics & its impact on asset management

How Big Data Shaping The Supply Chain
How Big Data Shaping The Supply ChainHow Big Data Shaping The Supply Chain
How Big Data Shaping The Supply ChainHafizullah Mohd Amin
 
Big data and its potential in integrity and operational reliability
Big data and its potential in integrity and operational reliability Big data and its potential in integrity and operational reliability
Big data and its potential in integrity and operational reliability LTDH2013
 
Spotdy BigAI for Government
Spotdy BigAI for GovernmentSpotdy BigAI for Government
Spotdy BigAI for GovernmentArvind Rapaka
 
Introduction to big data – convergences.
Introduction to big data – convergences.Introduction to big data – convergences.
Introduction to big data – convergences.saranya270513
 
Guide to big data analytics
Guide to big data analyticsGuide to big data analytics
Guide to big data analyticsGahya Pandian
 
Fast Data and Architecting the Digital Enterprise Fast Data drivers, componen...
Fast Data and Architecting the Digital Enterprise Fast Data drivers, componen...Fast Data and Architecting the Digital Enterprise Fast Data drivers, componen...
Fast Data and Architecting the Digital Enterprise Fast Data drivers, componen...Stuart Blair
 
The Comparison of Big Data Strategies in Corporate Environment
The Comparison of Big Data Strategies in Corporate EnvironmentThe Comparison of Big Data Strategies in Corporate Environment
The Comparison of Big Data Strategies in Corporate EnvironmentIRJET Journal
 
Big Data Analytics
Big Data AnalyticsBig Data Analytics
Big Data AnalyticsNoel Hatch
 
Analysis of Big Data
Analysis of Big DataAnalysis of Big Data
Analysis of Big DataIRJET Journal
 
The What, Why and How of Big Data
The What, Why and How of Big DataThe What, Why and How of Big Data
The What, Why and How of Big DataLuca Naso
 
Practical analytics john enoch white paper
Practical analytics john enoch white paperPractical analytics john enoch white paper
Practical analytics john enoch white paperJohn Enoch
 
Encroachment in Data Processing using Big Data Technology
Encroachment in Data Processing using Big Data TechnologyEncroachment in Data Processing using Big Data Technology
Encroachment in Data Processing using Big Data TechnologyMangaiK4
 
Big data is a broad term for data sets so large or complex that tr.docx
Big data is a broad term for data sets so large or complex that tr.docxBig data is a broad term for data sets so large or complex that tr.docx
Big data is a broad term for data sets so large or complex that tr.docxhartrobert670
 
Analysis on big data concepts and applications
Analysis on big data concepts and applicationsAnalysis on big data concepts and applications
Analysis on big data concepts and applicationsIJARIIT
 

Ähnlich wie Big Data, Analytics & its impact on asset management (20)

Unit-1 introduction to Big data.pdf
Unit-1 introduction to Big data.pdfUnit-1 introduction to Big data.pdf
Unit-1 introduction to Big data.pdf
 
Unit-1 introduction to Big data.pdf
Unit-1 introduction to Big data.pdfUnit-1 introduction to Big data.pdf
Unit-1 introduction to Big data.pdf
 
Big data
Big dataBig data
Big data
 
How Big Data Shaping The Supply Chain
How Big Data Shaping The Supply ChainHow Big Data Shaping The Supply Chain
How Big Data Shaping The Supply Chain
 
big-data.pdf
big-data.pdfbig-data.pdf
big-data.pdf
 
Big data and its potential in integrity and operational reliability
Big data and its potential in integrity and operational reliability Big data and its potential in integrity and operational reliability
Big data and its potential in integrity and operational reliability
 
Spotdy BigAI for Government
Spotdy BigAI for GovernmentSpotdy BigAI for Government
Spotdy BigAI for Government
 
Big data upload
Big data uploadBig data upload
Big data upload
 
Introduction to big data – convergences.
Introduction to big data – convergences.Introduction to big data – convergences.
Introduction to big data – convergences.
 
Guide to big data analytics
Guide to big data analyticsGuide to big data analytics
Guide to big data analytics
 
Fast Data and Architecting the Digital Enterprise Fast Data drivers, componen...
Fast Data and Architecting the Digital Enterprise Fast Data drivers, componen...Fast Data and Architecting the Digital Enterprise Fast Data drivers, componen...
Fast Data and Architecting the Digital Enterprise Fast Data drivers, componen...
 
The Comparison of Big Data Strategies in Corporate Environment
The Comparison of Big Data Strategies in Corporate EnvironmentThe Comparison of Big Data Strategies in Corporate Environment
The Comparison of Big Data Strategies in Corporate Environment
 
Big Data Analytics
Big Data AnalyticsBig Data Analytics
Big Data Analytics
 
Analysis of Big Data
Analysis of Big DataAnalysis of Big Data
Analysis of Big Data
 
The What, Why and How of Big Data
The What, Why and How of Big DataThe What, Why and How of Big Data
The What, Why and How of Big Data
 
Practical analytics john enoch white paper
Practical analytics john enoch white paperPractical analytics john enoch white paper
Practical analytics john enoch white paper
 
Encroachment in Data Processing using Big Data Technology
Encroachment in Data Processing using Big Data TechnologyEncroachment in Data Processing using Big Data Technology
Encroachment in Data Processing using Big Data Technology
 
Big data is a broad term for data sets so large or complex that tr.docx
Big data is a broad term for data sets so large or complex that tr.docxBig data is a broad term for data sets so large or complex that tr.docx
Big data is a broad term for data sets so large or complex that tr.docx
 
IOT DATA AND BIG DATA
IOT DATA AND BIG DATAIOT DATA AND BIG DATA
IOT DATA AND BIG DATA
 
Analysis on big data concepts and applications
Analysis on big data concepts and applicationsAnalysis on big data concepts and applications
Analysis on big data concepts and applications
 

Kürzlich hochgeladen

Monte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMMonte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMRavindra Nath Shukla
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...rajveerescorts2022
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangaloreamitlee9823
 
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Roland Driesen
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...lizamodels9
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Lviv Startup Club
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxWorkforce Group
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
 
Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Roland Driesen
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.Aaiza Hassan
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdfRenandantas16
 
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...Any kyc Account
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANIlamathiKannappan
 
Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis:  Simple Linear Regression Multiple Linear RegressionRegression analysis:  Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear RegressionRavindra Nath Shukla
 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfAmzadHosen3
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityEric T. Tung
 

Kürzlich hochgeladen (20)

Monte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMMonte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSM
 
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
👉Chandigarh Call Girls 👉9878799926👉Just Call👉Chandigarh Call Girl In Chandiga...
 
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore
 
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptx
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...
 
M.C Lodges -- Guest House in Jhang.
M.C Lodges --  Guest House in Jhang.M.C Lodges --  Guest House in Jhang.
M.C Lodges -- Guest House in Jhang.
 
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
 
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabiunwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
 
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
 
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Pune Just Call 9907093804 Top Class Call Girl Service Available
 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMAN
 
Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis:  Simple Linear Regression Multiple Linear RegressionRegression analysis:  Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear Regression
 
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pillsMifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
Mifty kit IN Salmiya (+918133066128) Abortion pills IN Salmiyah Cytotec pills
 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdf
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League City
 

Big Data, Analytics & its impact on asset management

  • 1. Big Data, analytics and its impact on asset management Dr John Wentzel Chief Executive Officer Drake & Scull 4th Annual State Owned Assets Supervision and Administration Conference 20-21 November 2013
  • 2. Words associated with data today Complex Lots Virtualization Cloud Cheap Public Size In 1999 the world produced 2.5 Exabyte of unique information – the equivalent of 5 Libraries of Congress
  • 3. Sources of data in the world today
  • 4. Data volumes are exploding Much of the new data will be machine generated, including sensors The amount of data produced in 1999 would not fit on this graph
  • 5. We are now in the era of Big Data
  • 6. The concept of Big Data By 2020 the volume of data generated will fill 3 Libraries of Congress every second Combing these aspects of Big Data will allow extraction of value using new management approaches
  • 7. What can Big Data do? Using machine sensors, climate data and user energy demand, turbines can be placed and managed for optimal efficiency Using networked river sensors measuring variables in real time officials can improve resource management & react to problems. Using data & remote sensors, KTH has reduced traffic congestion by 20%, travel times by 50% and emissions by 10%.
  • 8. Big Data in facilities management? What if you could combine access control data, weather data, air-conditioning performance and automatically adjust performance to save energy? What if, using remote smart sensors, GIS coordinates, you did not need to look for your building stock – but it told you where it was? What if you could use Big Data and analytics to identify patterns in purchasing behavior that correlate with fraud and corruption ? What if you could combine citizen satisfaction feedback, staff morale measures and maintenance records to link asset performance to delivery?
  • 9. Asset management challenges in the state Regulatory Increased demands for proof of regulatory compliance Costs Requirement to stretch spend further All of these challenges require the use, manipulation, transformation and interpretation of data Environmental Societal pressure to demonstrate sensitivity to the environment Governance Fighting fraud & corruption Service delivery Citizens seeking evidence of improved delivery Embracing Big Data has the potential to help address all of these challenges
  • 10. The way forward with Big Data Treat data as an asset in the same way that a physical asset is treated Consider piloting, on a small scale, using data in in asset management Have a strategy for your data, the same way you have a property strategy Assess the quality of your data, the way you assess asset quality
  • 11. Summary • Big data is increasingly prevalent and its impact is only likely to grow. • Big data can be particularly advantageous when applied to the management of facilities. • The use of Big Data moves the management of assets from a reactive to a predictive approach. • The use of Big Data can allow the state to meet some of its most pernicious asset challenges.
  • 12. Thank You Please feel free to contact me on jwentzel@drakescull.co.za or via twitter @johnwentzelceo