Speed Regulation of IVCIM using PI, Fuzzy and NN Predictive Controller

被引：0
作者：
Bhushan, Bharat [1 ]
Singh, Madhusudan [1 ]
Valluru, Sudarshan K. [1 ]
Prakash, Prem [1 ]
机构：
[1] Delhi Technol Univ, Dept Elect Engn, Delhi 110042, India
来源：
2012 IEEE FIFTH POWER INDIA CONFERENCE | 2012年
关键词：
Induction Motor; Indirect Vector Control; PI control; Fuzzy logic control; Neural Network Predictive control; VECTOR CONTROL; INDUCTION; PERFORMANCES;
D O I：
暂无
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
In this paper, performance of an indirect vector control induction motor (IVCIM) has been studied with proportional plus integral (PI), fuzzy logic and neural network (NN) based controllers. Implementation of PI, fuzzy logic control and NN predictive control for studies of regulation of speed in IVCIM is described under different operating conditions of induction motor. Simulation studies of IVCIM have been carried out in MATLAB. Stator currents, electromagnetic torque and rotor speed of IVCIM have been analyzed using three controllers. A comparative performance analysis of IVCIM with three different controllers has been discussed.
引用
收藏
页数：6
相关论文
共 50 条
  • [1] Adaptive Fuzzy PI-Sliding Mode Controller for Induction Motor Speed Control
    Hazzab, Abdeldjebar
    Khalil, Bousserhane Ismail
    Kamli, Mokhtar
    Rahli, Mostefa
    [J]. INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2005, 4 (01):
  • [2] Performance Analysis of Indirect Vector Control Induction Motor using PI, Fuzzy and Neural Network Predictive Control
    Shushan, Bharat
    Singh, Madhusudan
    Bairwa, Girraj Kumar
    [J]. JOURNAL OF ELECTRICAL SYSTEMS, 2010, 6 (03) : 361 - 376
  • [3] Comparative Performance Analysis of IVCIM Drive using different Gain values of PI and Band values of Hysteresis Band Controller
    Singh, Mandvi
    Sreejeth, Mini
    Devanshu, Ambrish
    [J]. 2018 INTERNATIONAL CONFERENCE ON POWER ENERGY, ENVIRONMENT AND INTELLIGENT CONTROL (PEEIC), 2018, : 132 - 137
  • [4] Implementation of a Fuzzy PI Controller for Speed Control of Induction Motors Using FPGA
    Arulmozhiyal, R.
    Baskaran, K.
    [J]. JOURNAL OF POWER ELECTRONICS, 2010, 10 (01) : 65 - 71
  • [5] Comparison of Speed Control of Permanent Magnet Synchronous Motor using PI and Fuzzy Controller
    Puci, Ilber
    Vilanova, Ramon
    Ferrer, Carles Pedret
    [J]. 2018 IEEE 23RD INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2018, : 566 - 573
  • [6] Design and Implementation of an Adaptive PI Fuzzy Controller to Improve the Speed Control of Induction Motor
    Mihoub, Y.
    Toumi, D.
    Mazari, B.
    Hassaine, S.
    [J]. INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2010, 5 (02): : 481 - 490
  • [7] Performance Evaluation of BLDC Motor with Conventional PI and Fuzzy Speed Controller
    Singh, Madhusudan
    Garg, Archna
    [J]. 2012 IEEE 5TH INDIA INTERNATIONAL CONFERENCE ON POWER ELECTRONICS (IICPE 2012), 2012,
  • [8] Induction motor speed control employing lm-nn based adaptive pi controller
    Hossain M.I.
    Shafiullah M.
    Abido M.
    [J]. Hossain, Md Ismail (ismailhossain@kfupm.edu.sa), 1600, European Association for the Development of Renewable Energy, Environment and Power Quality (EA4EPQ) (18): : 97 - 102
  • [9] MRAS SPEED ESTIMATOR FOR SPEED SENSORLESS IFOC OF AN INDUCTION MOTOR DRIVE USING FUZZY LOGIC CONTROLLER
    Kumar, Amit
    Ramesh, Tejavathu
    [J]. 2015 INTERNATIONAL CONFERENCE ON ENERGY, POWER AND ENVIRONMENT: TOWARDS SUSTAINABLE GROWTH (ICEPE), 2015,
  • [10] Speed Control of Induction Motor Using Genetic Algorithm-based PI Controller
    Chebre, M'hamed
    Meroufel, Abdelkader
    Bendaha, Yessema
    [J]. ACTA POLYTECHNICA HUNGARICA, 2011, 8 (06) : 141 - 153
12345