Title :
An intelligent expert controller based on pattern recognition
Author :
Xiaoning, Du ; Zhanting, Yuan ; Chen, Xiping
Author_Institution :
Dept. of Electr. & Inf. Control Eng., Gansu Univ. of Technol., Lanzhou, China
Abstract :
A novel intelligent expert system (IES) based on pattern recognition is proposed. According to the patterns of output waveform of closed loop transient response caused by step load disturbance, for instance, attenuence of closed loop response, oscillatory cycle, etc., a mixed intelligent system of Neural Network and Expert Control (NNEC) is presented to automatically determine the control decision and adjust the parameters of the controller accordingly, so as to keep the performance criterion at a satisfactory level
Keywords :
closed loop systems; expert systems; intelligent control; neurocontrollers; pattern recognition; transient response; IES; Neural Network and Expert Control; attenuence; closed loop response; closed loop transient response; control decision; intelligent expert controller; mixed intelligent system; oscillatory cycle; output waveform; pattern recognition; performance criterion; step load disturbance; Automatic control; Control systems; Expert systems; Intelligent networks; Intelligent systems; Medical control systems; Neural networks; Nonlinear control systems; Pattern recognition; Transient response;
Conference_Titel :
Intelligent Processing Systems, 1997. ICIPS '97. 1997 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4253-4
DOI :
10.1109/ICIPS.1997.672867
