An improved PID-type fuzzy controller employing individual fuzzy P, fuzzy I and fuzzy D controllers

被引:25
作者
Bhattacharya, S [1 ]
Chatterjee, A [1 ]
Munshi, S [1 ]
机构
[1] Jadavpur Univ, Dept Elect Engn, Kolkata 700032, W Bengal, India
关键词
decoupled fuzzy rule bases; fuzzy PID; fuzzy P controller; fuzzy I controller; fuzzy D controller;
D O I
10.1191/0142331203tm094oa
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 [计算机科学与技术];
摘要
Since the emergence of fuzzy logic controllers (FLCs), control system engineers are in pursuit of more and more sophisticated versions of these controllers to achieve better performance, particularly in situations where providing a control action to even a minimal degree of satisfaction is a problem. The present paper is an attempt to contribute in this field. This work proposes a fuzzy PID controller comprising fuzzy P, fuzzy I and fuzzy D controllers in parallel. While fuzzy P and fuzzy I controllers are implemented in incremental form, the fuzzy D controller is realized in position form. Simulation studies reveal that the new scheme has a significantly improved performance compared to the Ziegler-Nichols tuned PID controller and static fuzzy PID controllers currently in use.
引用
收藏
页码:352 / 372
页数:21
相关论文
共 26 条
[1]
Fuzzy model-based predictive control by instantaneous linearization [J].
Abonyi, J ;
Nagy, L ;
Szeifert, F .
FUZZY SETS AND SYSTEMS, 2001, 120 (01) :109-122
[2]
[Anonymous], 1998, Fuzzy control
[3]
ANALYSIS AND DESIGN OF FUZZY CONTROL-SYSTEM [J].
CHEN, CL ;
CHEN, PC ;
CHEN, CK .
FUZZY SETS AND SYSTEMS, 1993, 57 (02) :125-140
[4]
de Oliveira JV, 2000, IEEE T SYST MAN CY C, V30, P138, DOI 10.1109/5326.827488
[5]
Driankov D., 1993, INTRO FUZZY CONTROL
[6]
An improved stable adaptive fuzzy control method [J].
Fischle, K ;
Schröder, D .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1999, 7 (01) :27-40
[7]
FUZZY SELF-TUNING OF PID CONTROLLERS [J].
HE, SZ ;
TAN, SH ;
XU, FL ;
WANG, PZ .
FUZZY SETS AND SYSTEMS, 1993, 56 (01) :37-46
[8]
An adaptive fuzzy sliding-mode controller for servomechanism disturbance rejection [J].
Huang, SJ ;
Huang, KS .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2001, 48 (04) :845-852
[9]
A stable adaptive fuzzy sliding-mode control for affine nonlinear systems with application to four-bar linkage systems [J].
Hwang, CL ;
Kuo, CY .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2001, 9 (02) :238-252
[10]
Stable model reference adaptive fuzzy control of a class of nonlinear systems [J].
Koo, TJ .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2001, 9 (04) :624-636