Title :
Control by adaptive table
Author :
Yang, Qiwen ; Feng, Ping ; Xue, Yuncan ; Huang, Jiao
Author_Institution :
Hohai Univ., Changzhou, China
Abstract :
In order to improve the control performance of fuzzy logic controller (FLC) and to be convenient for implementing control algorithms by using microprocessors, we present a control scheme of looking up adaptive control table based on fuzzy control theory in this paper. To eliminate the steady-state error of fuzzy control system, a necessary and sufficient condition is proved, which guides to design the control table. The control system predicts the desired control action needed for removing the steady-state error online and optimizes the control table dynamically. The steady-state error can be removed without using any integrators in the control system. The simulation results show that: no matter how the gain of the controlled plant is fixed or alterable, the control system has both good performance and high precision.
Keywords :
adaptive control; control system synthesis; control theory; fuzzy control; adaptive table; control performance improvement; fuzzy control system; fuzzy control theory; fuzzy logic controller; microprocessors; steady-state error; Adaptive control; Control systems; Error correction; Fuzzy control; Fuzzy logic; Microprocessors; Performance gain; Programmable control; Steady-state; Sufficient conditions;
Conference_Titel :
IECON 02 [Industrial Electronics Society, IEEE 2002 28th Annual Conference of the]
Print_ISBN :
0-7803-7474-6
DOI :
10.1109/IECON.2002.1185528