Proceedings of the 2015 International Conference on Power Electronics and Energy Engineering

Research and application of fuzzy control with multiple weighted factors by genetic algorithm

Authors
L.J. Dong
Corresponding Author
L.J. Dong
Available Online April 2015.
DOI
10.2991/peee-15.2015.73How to use a DOI?
Keywords
Self-correction fuzzy controller genetic algorithm.
Abstract

It is difficult to control the complex object with lagging uncertainty and nonlinearity effectively. To solve this kind of control problem, this paper presents a self-correction fuzzy controller with multiple weighted factors based on genetic algorithm. According to information achieved on line, it finds the global optimum weighted factors with a high speed by the improved genetic algorithm so that to amend and perfect the control rules. It also has done some simulation experiments in the tobacco-redrying control process. The simulation results demonstrate that this kind of control method can achieve good performance.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 International Conference on Power Electronics and Energy Engineering
Series
Advances in Engineering Research
Publication Date
April 2015
ISBN
978-94-62520-83-7
ISSN
2352-5401
DOI
10.2991/peee-15.2015.73How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - L.J. Dong
PY  - 2015/04
DA  - 2015/04
TI  - Research and application of fuzzy control with multiple weighted factors by genetic algorithm
BT  - Proceedings of the 2015 International Conference on Power Electronics and Energy Engineering
PB  - Atlantis Press
SP  - 266
EP  - 269
SN  - 2352-5401
UR  - https://doi.org/10.2991/peee-15.2015.73
DO  - 10.2991/peee-15.2015.73
ID  - Dong2015/04
ER  -