SlideShare a Scribd company logo
SYNCHRONIZED CONTROL OF TWO MOTOR
    SYSTEM USING FUZZY PI CONTROLLER



PRESENTED BY                SUPERVISIOR
S.VIJAI                     Mrs.P.GOMATHI
PG SCHOLAR                  ASSOCIATE PROFESSOR
DEPARMENT OF EIE            DEPARMENT OF EEE
KONGU ENGINEERING COLLEGE   KONGU ENGINEERING COLLEGE
OBJECTIVE:

 To synchronize speed control of two motor system using
  Optimized KP,KI values.
PROPOSED METHODOLOGY

 This paper will demonstrate the improvement in the motor
  drive performance using Fuzzy logic based PI Control
STATEMENT OF THE PROBLEM

 It is also affected by drive performance miss match, load
  disturbance, Noise and many other factors This is because the
  dynamic performance of each motor is different.
 It is due to the influence of some disturb factors from load and
  noise
INDUCTION MOTOR MODEL
 First order delay of the line speed difference between two
  motors:
 Speed of motor1:
                w1=1/J1(T+r1f)
   Speed of motor2:
                 w2=1/J2(T-r2f)
  Where w1, w2-speed of Induction motor (rpm)
           J1,J2-Roll Inertia (kg.m²)
           T-Torque reference(Nm)
           r1, r2-Roll radius(m)
           f-spring constant-0.26
           Torque-200(Nm)
MECHANICAL SIDE VIEW SYSTEM
MECHANICAL PARAMETER OF
                MOTORS
        Motor1                  Motor2               Motor1                Motor2
Radius1      Inertia1   Inertia2    Radius2     Radius1   Inertia1   Inertia2   Radius2
 (m)         (kg.m²)    (kg.m²)       (m)         (m)     (kg.m²)    (kg.m²)     (m)
 0.32        0.422       0.134           0.14    0.20      0.23       0.25      0.326
 0.31        0.406       0.150           0.15
                                                 0.19     0.21 4      0.26      0.342
 0.30            0.39    0.166           0.16
 0.29        0.374       0.182           0.17    0.18     0.198       0.27      0.358
 0.28        0.358       0.198           0.18
                                                 0.17     0.182       0.28      0.324
 0.27        0.342       0.214           0.19
 0.26        0.326       0.23            0.20    0.16     0.166       0.29      0.390

 0.25        0.310       0.246           0.21    0.15     0.150       0.30      0.466
 0.24        0.294       0.262           0.22
                                                 0.14     0.134       0.32      0.422
 0.23        0.278       0.278           0.23
 0.22        0.262       0.294           0.24    0.13     0.120       0.33      0.438
 0.21        0.246       0.310           0.25
TWO MOTOR WINDING AND
             UNWINDING EXPERIMENT
Speed (1)    KP       KI     Speed (2)    KP       KI     Time (sec)
  460        1.0    0.7856     1491      1.832    1.204       1
  472       1.001   0.856     1331.7      1.75    1.202      1.5
  492       1.004   0.876    1204.54     1.651    1.30        2
  512        1.1     0.90      1097      1.552    1.34       2.5
  534       1.12    0.944      1009      1.4692   1.40        3
  558       1.14    0.978      933       1.420    1.394      3.5
  584       1.17     1.01      867       1.350    1.60        4
  612       1.20    1.001      811       1.303    1.80       4.5
  644       1.230    1.2       761       1.248    1.60        5
  680       1.233    1.45      717       1.2071   1.77       5.5
TWO MOTOR WINDING AND
            UNWINDING EXPERIMENT
Speed(1)    KP       KI     Speed(2)    KP       KI     Time(sec)

  718      1.345    1.46      679      1.172    1.60       6
  762      1.445   1.4713     643      1.145   1.435       6.5
  812      1.43    1.534      611      1.100    1.39       7
  934      1.37    1.5435     583      1.07     1.20       7.5
 1010      1.30    1.567      537      1.06    1.141       8
 1098      1.339    1.59      511      1.00     1.10       8.5
 1205      1.454   1.651      490      0.998   0.9844      9
 1332      1.467    1.65      471      0.956   0.8657      9.5
 1492      1.50     1.70      450      O.899   0.483       10
FUZZY RULES
SIMULINK OUTPUT OF FUZZY BLOCK
TWO MOTOR ELECTRICAL DRIVE
         SYSTEM
MOTOR SPEED, KP, KI VALUES
                Very low   Low          Medium       High         Very High

Speed           [0-592]    [400-845]    [750-1200]   [960-1421]   [1405-1500]


Proportional    [0-0.48]   [0.12-1.2]   [1.08-1.6]   [1.5-1.9]    [1.6-2.5]
gain

Integral gain   [0-0.7]    [0.5-0.9]    [0.8-1.3]    [1.2-1.6]    [1.4-1.9]
COMPARISION MANUAL TUNING RESULTS
         AND FUZZY RESULTS
            Manual tuning Results                           Fuzzy results
Speed of         KP      KI         Speed of    Speed of     KP       KI    Speed of
motor (1)                           motor (2)   motor (1)                   motor (2)

  1098         1.331    1.462         511         1071      1.34     0.42     545
  934          1.370    1.451         583         926       1.31    0.495     593

  812          1.363    1.345         611         862       1.26    0.523     627
  718          1.345    1.322         679         724       1.10    0.546     653

  612          1.312    1.012         811         604       0.99    0.562     798

  584           1.17   0.9986         867         571       0.98    0.654     854
CONCLUSION

 The two motor system speed control by using fuzzy
  KP,KI values and Optimization the motor speed was
  obtained.
REFERENCE

 Seung-ho song and seung-ki sul,fellow, A New Tension controller for
  continuous strip processing line IEEE Transaction on Industry
  Applications,Vol.36NO.2,page(633-639)March/April.

 Chen Chong, Liu Xing-qiao (2010) “Three-motor synchronous speed-
  regulation” First ACIS International Symposium on Cryptography, and
  Network Security, Data Mining and Knowledge Discovery, E-
  Commerce and Its Applications, and Embedded Systems.

 Dezong Zhao, Chunwen Li, and Jun Ren (2009) “Speed
  Synchronization of Multiple Induction Motors with Adjacent Cross
  Coupling Control” Joint 48th IEEE Conference on Decision and
  Control and 28th Chinese Control Conference Shanghai, P.R.
  China, December 16-18.
Condt,

 Dong Sun, Xiaoyin Shao (2007) “A Model-Free Cross-Coupled Control
  for Position Synchronization of Multi-Axis Motions Theory and
  Experiments” IEEE Transactions on control systems technology, vol.
  15, no. 2.
 Guohai Liu Jinzhao Zhang (2008) “Identification of speed and tension for
  multi-motor synchronous system based on LMN” IEEE Pacific-Asia
  Workshop on Computational Intelligence and Industrial Application.

 Jinzhao Zhang, Taibin Cao (2009)“ An Improved Method for Synchronous
  Control of Complex Multi-motor System” IEEE International Conference
  on Electrical and Control Engineering.
THANK YOU

More Related Content

What's hot

Prepare your Ph.D. Defense Presentation
Prepare your Ph.D. Defense PresentationPrepare your Ph.D. Defense Presentation
Prepare your Ph.D. Defense Presentation
Christian Glahn
 
Lab report ic engine 09
Lab report ic engine 09Lab report ic engine 09
Lab report ic engine 09
Raja Ali
 
Presentation of PhD Research Proposal (Format).ppt
Presentation of PhD Research Proposal (Format).pptPresentation of PhD Research Proposal (Format).ppt
Presentation of PhD Research Proposal (Format).ppt
HassanRashid51
 

What's hot (20)

Prepare your Ph.D. Defense Presentation
Prepare your Ph.D. Defense PresentationPrepare your Ph.D. Defense Presentation
Prepare your Ph.D. Defense Presentation
 
Alfred Piggott 2012.05.31 Battery Cooling System Layout Thermal Management Th...
Alfred Piggott 2012.05.31 Battery Cooling System Layout Thermal Management Th...Alfred Piggott 2012.05.31 Battery Cooling System Layout Thermal Management Th...
Alfred Piggott 2012.05.31 Battery Cooling System Layout Thermal Management Th...
 
Battery Management System For Electric Vehicle Applications.pdf
Battery Management System For Electric Vehicle Applications.pdfBattery Management System For Electric Vehicle Applications.pdf
Battery Management System For Electric Vehicle Applications.pdf
 
Quality in scientific research final
Quality in scientific research finalQuality in scientific research final
Quality in scientific research final
 
Dissertation proposal defense slideshow; phenomenology, qualitative
Dissertation proposal defense slideshow; phenomenology, qualitativeDissertation proposal defense slideshow; phenomenology, qualitative
Dissertation proposal defense slideshow; phenomenology, qualitative
 
Recent trends in automobile engg ppt
Recent trends in automobile engg ppt Recent trends in automobile engg ppt
Recent trends in automobile engg ppt
 
Pre submission ppt final
Pre submission ppt finalPre submission ppt final
Pre submission ppt final
 
Najmul Hoda PhD Thesis Defence Presentation
Najmul Hoda PhD Thesis Defence PresentationNajmul Hoda PhD Thesis Defence Presentation
Najmul Hoda PhD Thesis Defence Presentation
 
Viva- Voce Ph. D (Education )
 Viva- Voce Ph. D (Education ) Viva- Voce Ph. D (Education )
Viva- Voce Ph. D (Education )
 
Msc Proposal Presentation
Msc Proposal PresentationMsc Proposal Presentation
Msc Proposal Presentation
 
Two Stroke SI and CI Engines
Two Stroke SI and CI EnginesTwo Stroke SI and CI Engines
Two Stroke SI and CI Engines
 
Electric scooter report
Electric scooter reportElectric scooter report
Electric scooter report
 
VIRTUAL MANUFACTURING PPT
VIRTUAL MANUFACTURING PPTVIRTUAL MANUFACTURING PPT
VIRTUAL MANUFACTURING PPT
 
PhD Viva PPT
PhD Viva PPTPhD Viva PPT
PhD Viva PPT
 
PHD Progress Review Report 1.pptx
PHD Progress Review Report 1.pptxPHD Progress Review Report 1.pptx
PHD Progress Review Report 1.pptx
 
PhD Proposal Presentation
PhD Proposal PresentationPhD Proposal Presentation
PhD Proposal Presentation
 
Lab report ic engine 09
Lab report ic engine 09Lab report ic engine 09
Lab report ic engine 09
 
Presentation of PhD Research Proposal (Format).ppt
Presentation of PhD Research Proposal (Format).pptPresentation of PhD Research Proposal (Format).ppt
Presentation of PhD Research Proposal (Format).ppt
 
1 Year PhD Presentation
1 Year PhD Presentation1 Year PhD Presentation
1 Year PhD Presentation
 
Electromagnetic braking system ppt
Electromagnetic braking system pptElectromagnetic braking system ppt
Electromagnetic braking system ppt
 

Similar to Conference ppt

Caracterizacion motor
Caracterizacion motorCaracterizacion motor
Caracterizacion motor
Diego Eslava
 
Optimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steelOptimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steel
iaemedu
 
Optimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steelOptimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steel
iaemedu
 
Optimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steelOptimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steel
iaemedu
 
Optimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steelOptimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steel
iaemedu
 

Similar to Conference ppt (20)

SPICE MODEL of ZR6DC_RL=8.2(Ohm) in SPICE PARK
SPICE MODEL of ZR6DC_RL=8.2(Ohm) in SPICE PARKSPICE MODEL of ZR6DC_RL=8.2(Ohm) in SPICE PARK
SPICE MODEL of ZR6DC_RL=8.2(Ohm) in SPICE PARK
 
SPICE MODEL of ZR6DC_RL=22(Ohm) in SPICE PARK
SPICE MODEL of ZR6DC_RL=22(Ohm) in SPICE PARKSPICE MODEL of ZR6DC_RL=22(Ohm) in SPICE PARK
SPICE MODEL of ZR6DC_RL=22(Ohm) in SPICE PARK
 
SPICE MODEL of LR6AG_RL=4.7(Ohm) in SPICE PARK
SPICE MODEL of LR6AG_RL=4.7(Ohm) in SPICE PARKSPICE MODEL of LR6AG_RL=4.7(Ohm) in SPICE PARK
SPICE MODEL of LR6AG_RL=4.7(Ohm) in SPICE PARK
 
SPICE MODEL of LR6AG_RL=10(Ohm) in SPICE PARK
SPICE MODEL of LR6AG_RL=10(Ohm) in SPICE PARKSPICE MODEL of LR6AG_RL=10(Ohm) in SPICE PARK
SPICE MODEL of LR6AG_RL=10(Ohm) in SPICE PARK
 
Caracterizacion motor
Caracterizacion motorCaracterizacion motor
Caracterizacion motor
 
SPICE MODEL of R6NT_RL=22(Ohm) in SPICE PARK
SPICE MODEL of R6NT_RL=22(Ohm) in SPICE PARKSPICE MODEL of R6NT_RL=22(Ohm) in SPICE PARK
SPICE MODEL of R6NT_RL=22(Ohm) in SPICE PARK
 
Optimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steelOptimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steel
 
Optimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steelOptimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steel
 
Optimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steelOptimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steel
 
Optimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steelOptimization of cutting parameters in dry turning operation of mild steel
Optimization of cutting parameters in dry turning operation of mild steel
 
Matías reyes
Matías reyesMatías reyes
Matías reyes
 
SPICE MODEL of ZR6DC_RL=10(Ohm) in SPICE PARK
SPICE MODEL of ZR6DC_RL=10(Ohm) in SPICE PARKSPICE MODEL of ZR6DC_RL=10(Ohm) in SPICE PARK
SPICE MODEL of ZR6DC_RL=10(Ohm) in SPICE PARK
 
SPICE MODEL of HR-3UA_RL=4.7(Ohm) in SPICE PARK
SPICE MODEL of HR-3UA_RL=4.7(Ohm) in SPICE PARKSPICE MODEL of HR-3UA_RL=4.7(Ohm) in SPICE PARK
SPICE MODEL of HR-3UA_RL=4.7(Ohm) in SPICE PARK
 
Key Supports & Resistances of F&O scrips with change in open interest on dail...
Key Supports & Resistances of F&O scrips with change in open interest on dail...Key Supports & Resistances of F&O scrips with change in open interest on dail...
Key Supports & Resistances of F&O scrips with change in open interest on dail...
 
Go Ahead for F&O Report 06 February 2013 Mansukh Investment and Trading Solution
Go Ahead for F&O Report 06 February 2013 Mansukh Investment and Trading SolutionGo Ahead for F&O Report 06 February 2013 Mansukh Investment and Trading Solution
Go Ahead for F&O Report 06 February 2013 Mansukh Investment and Trading Solution
 
SPICE MODEL of ZR6DC_RL=3.3(Ohm) in SPICE PARK
SPICE MODEL of ZR6DC_RL=3.3(Ohm) in SPICE PARKSPICE MODEL of ZR6DC_RL=3.3(Ohm) in SPICE PARK
SPICE MODEL of ZR6DC_RL=3.3(Ohm) in SPICE PARK
 
Go Ahead for F&O Report 29 January 2013 Mansukh Investment and Trading Solution
Go Ahead for F&O Report 29 January 2013 Mansukh Investment and Trading SolutionGo Ahead for F&O Report 29 January 2013 Mansukh Investment and Trading Solution
Go Ahead for F&O Report 29 January 2013 Mansukh Investment and Trading Solution
 
Multi Objective Optimization of PMEDM Process Parameter by Topsis Method
Multi Objective Optimization of PMEDM Process Parameter by Topsis MethodMulti Objective Optimization of PMEDM Process Parameter by Topsis Method
Multi Objective Optimization of PMEDM Process Parameter by Topsis Method
 
Go Ahead for F&O Report 18 January 2013 Mansukh Investment and Trading Solution
Go Ahead for F&O Report 18 January 2013 Mansukh Investment and Trading SolutionGo Ahead for F&O Report 18 January 2013 Mansukh Investment and Trading Solution
Go Ahead for F&O Report 18 January 2013 Mansukh Investment and Trading Solution
 
SPICE MODEL of RN1102FV in SPICE PARK
SPICE MODEL of RN1102FV in SPICE PARKSPICE MODEL of RN1102FV in SPICE PARK
SPICE MODEL of RN1102FV in SPICE PARK
 

Recently uploaded

Accounting and finance exit exam 2016 E.C.pdf
Accounting and finance exit exam 2016 E.C.pdfAccounting and finance exit exam 2016 E.C.pdf
Accounting and finance exit exam 2016 E.C.pdf
YibeltalNibretu
 
plant breeding methods in asexually or clonally propagated crops
plant breeding methods in asexually or clonally propagated cropsplant breeding methods in asexually or clonally propagated crops
plant breeding methods in asexually or clonally propagated crops
parmarsneha2
 

Recently uploaded (20)

Accounting and finance exit exam 2016 E.C.pdf
Accounting and finance exit exam 2016 E.C.pdfAccounting and finance exit exam 2016 E.C.pdf
Accounting and finance exit exam 2016 E.C.pdf
 
MARUTI SUZUKI- A Successful Joint Venture in India.pptx
MARUTI SUZUKI- A Successful Joint Venture in India.pptxMARUTI SUZUKI- A Successful Joint Venture in India.pptx
MARUTI SUZUKI- A Successful Joint Venture in India.pptx
 
Chapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptxChapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptx
 
PART A. Introduction to Costumer Service
PART A. Introduction to Costumer ServicePART A. Introduction to Costumer Service
PART A. Introduction to Costumer Service
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
 
Basic phrases for greeting and assisting costumers
Basic phrases for greeting and assisting costumersBasic phrases for greeting and assisting costumers
Basic phrases for greeting and assisting costumers
 
50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...
50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...
50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...
 
NLC-2024-Orientation-for-RO-SDO (1).pptx
NLC-2024-Orientation-for-RO-SDO (1).pptxNLC-2024-Orientation-for-RO-SDO (1).pptx
NLC-2024-Orientation-for-RO-SDO (1).pptx
 
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.pptBasic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
 
Home assignment II on Spectroscopy 2024 Answers.pdf
Home assignment II on Spectroscopy 2024 Answers.pdfHome assignment II on Spectroscopy 2024 Answers.pdf
Home assignment II on Spectroscopy 2024 Answers.pdf
 
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
 
Fish and Chips - have they had their chips
Fish and Chips - have they had their chipsFish and Chips - have they had their chips
Fish and Chips - have they had their chips
 
plant breeding methods in asexually or clonally propagated crops
plant breeding methods in asexually or clonally propagated cropsplant breeding methods in asexually or clonally propagated crops
plant breeding methods in asexually or clonally propagated crops
 
Introduction to Quality Improvement Essentials
Introduction to Quality Improvement EssentialsIntroduction to Quality Improvement Essentials
Introduction to Quality Improvement Essentials
 
Embracing GenAI - A Strategic Imperative
Embracing GenAI - A Strategic ImperativeEmbracing GenAI - A Strategic Imperative
Embracing GenAI - A Strategic Imperative
 
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdf
Welcome to TechSoup   New Member Orientation and Q&A (May 2024).pdfWelcome to TechSoup   New Member Orientation and Q&A (May 2024).pdf
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdf
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
 
Synthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptxSynthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptx
 

Conference ppt

  • 1. SYNCHRONIZED CONTROL OF TWO MOTOR SYSTEM USING FUZZY PI CONTROLLER PRESENTED BY SUPERVISIOR S.VIJAI Mrs.P.GOMATHI PG SCHOLAR ASSOCIATE PROFESSOR DEPARMENT OF EIE DEPARMENT OF EEE KONGU ENGINEERING COLLEGE KONGU ENGINEERING COLLEGE
  • 2. OBJECTIVE:  To synchronize speed control of two motor system using Optimized KP,KI values.
  • 3. PROPOSED METHODOLOGY  This paper will demonstrate the improvement in the motor drive performance using Fuzzy logic based PI Control
  • 4. STATEMENT OF THE PROBLEM  It is also affected by drive performance miss match, load disturbance, Noise and many other factors This is because the dynamic performance of each motor is different.  It is due to the influence of some disturb factors from load and noise
  • 5. INDUCTION MOTOR MODEL  First order delay of the line speed difference between two motors:  Speed of motor1: w1=1/J1(T+r1f) Speed of motor2: w2=1/J2(T-r2f) Where w1, w2-speed of Induction motor (rpm) J1,J2-Roll Inertia (kg.m²) T-Torque reference(Nm) r1, r2-Roll radius(m) f-spring constant-0.26 Torque-200(Nm)
  • 7. MECHANICAL PARAMETER OF MOTORS Motor1 Motor2 Motor1 Motor2 Radius1 Inertia1 Inertia2 Radius2 Radius1 Inertia1 Inertia2 Radius2 (m) (kg.m²) (kg.m²) (m) (m) (kg.m²) (kg.m²) (m) 0.32 0.422 0.134 0.14 0.20 0.23 0.25 0.326 0.31 0.406 0.150 0.15 0.19 0.21 4 0.26 0.342 0.30 0.39 0.166 0.16 0.29 0.374 0.182 0.17 0.18 0.198 0.27 0.358 0.28 0.358 0.198 0.18 0.17 0.182 0.28 0.324 0.27 0.342 0.214 0.19 0.26 0.326 0.23 0.20 0.16 0.166 0.29 0.390 0.25 0.310 0.246 0.21 0.15 0.150 0.30 0.466 0.24 0.294 0.262 0.22 0.14 0.134 0.32 0.422 0.23 0.278 0.278 0.23 0.22 0.262 0.294 0.24 0.13 0.120 0.33 0.438 0.21 0.246 0.310 0.25
  • 8. TWO MOTOR WINDING AND UNWINDING EXPERIMENT Speed (1) KP KI Speed (2) KP KI Time (sec) 460 1.0 0.7856 1491 1.832 1.204 1 472 1.001 0.856 1331.7 1.75 1.202 1.5 492 1.004 0.876 1204.54 1.651 1.30 2 512 1.1 0.90 1097 1.552 1.34 2.5 534 1.12 0.944 1009 1.4692 1.40 3 558 1.14 0.978 933 1.420 1.394 3.5 584 1.17 1.01 867 1.350 1.60 4 612 1.20 1.001 811 1.303 1.80 4.5 644 1.230 1.2 761 1.248 1.60 5 680 1.233 1.45 717 1.2071 1.77 5.5
  • 9. TWO MOTOR WINDING AND UNWINDING EXPERIMENT Speed(1) KP KI Speed(2) KP KI Time(sec) 718 1.345 1.46 679 1.172 1.60 6 762 1.445 1.4713 643 1.145 1.435 6.5 812 1.43 1.534 611 1.100 1.39 7 934 1.37 1.5435 583 1.07 1.20 7.5 1010 1.30 1.567 537 1.06 1.141 8 1098 1.339 1.59 511 1.00 1.10 8.5 1205 1.454 1.651 490 0.998 0.9844 9 1332 1.467 1.65 471 0.956 0.8657 9.5 1492 1.50 1.70 450 O.899 0.483 10
  • 11. SIMULINK OUTPUT OF FUZZY BLOCK
  • 12. TWO MOTOR ELECTRICAL DRIVE SYSTEM
  • 13. MOTOR SPEED, KP, KI VALUES Very low Low Medium High Very High Speed [0-592] [400-845] [750-1200] [960-1421] [1405-1500] Proportional [0-0.48] [0.12-1.2] [1.08-1.6] [1.5-1.9] [1.6-2.5] gain Integral gain [0-0.7] [0.5-0.9] [0.8-1.3] [1.2-1.6] [1.4-1.9]
  • 14. COMPARISION MANUAL TUNING RESULTS AND FUZZY RESULTS Manual tuning Results Fuzzy results Speed of KP KI Speed of Speed of KP KI Speed of motor (1) motor (2) motor (1) motor (2) 1098 1.331 1.462 511 1071 1.34 0.42 545 934 1.370 1.451 583 926 1.31 0.495 593 812 1.363 1.345 611 862 1.26 0.523 627 718 1.345 1.322 679 724 1.10 0.546 653 612 1.312 1.012 811 604 0.99 0.562 798 584 1.17 0.9986 867 571 0.98 0.654 854
  • 15. CONCLUSION  The two motor system speed control by using fuzzy KP,KI values and Optimization the motor speed was obtained.
  • 16. REFERENCE  Seung-ho song and seung-ki sul,fellow, A New Tension controller for continuous strip processing line IEEE Transaction on Industry Applications,Vol.36NO.2,page(633-639)March/April.  Chen Chong, Liu Xing-qiao (2010) “Three-motor synchronous speed- regulation” First ACIS International Symposium on Cryptography, and Network Security, Data Mining and Knowledge Discovery, E- Commerce and Its Applications, and Embedded Systems.  Dezong Zhao, Chunwen Li, and Jun Ren (2009) “Speed Synchronization of Multiple Induction Motors with Adjacent Cross Coupling Control” Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference Shanghai, P.R. China, December 16-18.
  • 17. Condt,  Dong Sun, Xiaoyin Shao (2007) “A Model-Free Cross-Coupled Control for Position Synchronization of Multi-Axis Motions Theory and Experiments” IEEE Transactions on control systems technology, vol. 15, no. 2.  Guohai Liu Jinzhao Zhang (2008) “Identification of speed and tension for multi-motor synchronous system based on LMN” IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application.  Jinzhao Zhang, Taibin Cao (2009)“ An Improved Method for Synchronous Control of Complex Multi-motor System” IEEE International Conference on Electrical and Control Engineering.