Design of self-tuning fuzzy logic controller for the control of an unknown industrial process

被引:18
作者
Mary, P. Melba [1 ]
Marimuthu, N. S. [2 ]
机构
[1] Anna Univ, Natl Coll Engn, Chennai 627151, Tamil Nadu, India
[2] Anna Univ, Govt Coll Engn, Madras 627007, Tamil Nadu, India
关键词
TEMPERATURE CONTROL; GENETIC ALGORITHM; CONTROL-SYSTEMS; NETWORK;
D O I
10.1049/iet-cta.2007.0334
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
An improvement over the existing conventional fuzzy logic approach, based on a self-tuning fuzzy logic controller (FLC), for the design of a temperature control process, capable of providing optimal performance over the entire operating range of the process, was proposed. Since an optimum response of the FLC can be expected only for a limited range of inputs, tuning the input and output gains is done here for various range of inputs. The proposed control system has the advantages of self-tuning FLC schemes. To evaluate the performance of the proposed control system methods, the results from the simulation of the process are presented.
引用
收藏
页码:428 / 436
页数:9
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