Fuzzy based intelligent coordinated control of excitation loop and AGC loop

被引:0
|
作者
Shaw, B. [1 ]
Mukherjee, V. [2 ]
Ghoshal, S.P. [3 ]
机构
[1] Department of Electrical Engineering, Asansol Engineering College, Asansol 713 305, India
[2] Department of Electrical Engnieering, Indian School of Mines, Dhanbad 826 004, India
[3] Department of Electrical Engineering, National Institute of Technology Durgapur, Durgapur 713 209, India
关键词
Transient analysis - Proportional control systems - Damping - Particle swarm optimization (PSO) - Three term control systems - Two term control systems - Fuzzy logic;
D O I
暂无
中图分类号
学科分类号
摘要
This paper investigates the fuzzy based coordinated control of Automatic Voltage Regulator (AVR) loop and Automatic Generation Control (AGC) loop In the damping of generator's electromechanical local mode of oscillations that yields robust dynamic performance over a wide range of system operating conditions. The present work establishes that Proportional-Integral-Derivative (PID) controlled AGC loop assists the A VR loop in damping the oscillations resulting in improved transient response. The paper utilizes a novel class of Particle Swarm Optimization (PSO) termed as Craziness based Particle Swarm Optimization (CRPSO) as optimizing tool to get optimal gains of PID controller installed in AGC loop and PSS parameters of AVR loop. For on-line, off-nominal operating conditions Takagi Sugeno Fuzzy Logic (TSFL) has been applied to get the transient response.
引用
收藏
页码:49 / 56
相关论文
共 50 条
  • [21] An oscillation-based built-in test scheme with AGC loop
    Toczek, W.
    MEASUREMENT, 2008, 41 (02) : 160 - 168
  • [22] Adaptive Fuzzy Controller for Loop Control in a Distributed Control System
    Addel-Geliel, M.
    Khalil, A.
    MED: 2009 17TH MEDITERRANEAN CONFERENCE ON CONTROL & AUTOMATION, VOLS 1-3, 2009, : 55 - 60
  • [23] A Novel GNSS Carrier Tracking Loop Design Based on Fuzzy Logical Control
    Zhang, Jingbo
    Zhang, Shufang
    Hu, Qin
    Jiang, Huyi
    Sun, Xiaowen
    MECHANICAL AND ELECTRONICS ENGINEERING III, PTS 1-5, 2012, 130-134 : 3451 - 3454
  • [24] Hardware-in-the-loop Simulation of Traction Control Algorithm based on Fuzzy PID
    Chu, Liang
    Chao, LiBo
    Ou, Yang
    Lu, WenBo
    2012 INTERNATIONAL CONFERENCE ON FUTURE ENERGY, ENVIRONMENT, AND MATERIALS, PT C, 2012, 16 : 1685 - 1692
  • [25] Fault Diagnosis of Stepping Motor PLC Control Loop Based on Fuzzy ADRC
    Di, Cai-yun
    ADVANCED HYBRID INFORMATION PROCESSING, PT I, 2022, 416 : 615 - 626
  • [26] Open-loop fuzzy control: Iterative learning
    Olivares, M
    Sala, A
    Albertos, P
    ADVANCED FUZZY-NEURAL CONTROL 2001, 2002, : 69 - 74
  • [27] Discrete fuzzy control of network closed loop system
    Cui, Gui-Mei
    Li, Xiao-Li
    Mu, Zhi-Chun
    Hao, Zhi-Hong
    Ai, Bo
    Liaoning Gongcheng Jishu Daxue Xuebao (Ziran Kexue Ban)/Journal of Liaoning Technical University (Natural Science Edition), 2007, 26 (02): : 260 - 263
  • [28] USE OF FUZZY LOGICS IN THE CONTROL LOOP OF A FORGING PRESS
    LEE, YH
    LIEB, A
    WIEGELS, H
    KOPP, R
    STAHL UND EISEN, 1994, 114 (11): : 93 - 100
  • [29] Control loop noise rejection using fuzzy logic
    Hay, G
    Svrcek, W
    Ross, T
    Young, B
    ISA TRANSACTIONS, 2005, 44 (04) : 457 - 464
  • [30] A NEW OUTER LOOP POWER CONTROL ALGORITHM BASED ON FUZZY CONTROL IN CDMA2000
    Sun, Yi
    Li, Qin
    Tang, Liangrui
    2009 IEEE INTERNATIONAL CONFERENCE ON NETWORK INFRASTRUCTURE AND DIGITAL CONTENT, PROCEEDINGS, 2009, : 202 - 206