Application of fuzzy adaptive control for optimal load distribution of plant

Author

Xiaodan Zhang

Author_Institution

Coll. of Electr. & Inf. Eng., Beihua Univ., Jilin, China

Volume

03

fYear

2012

fDate

Oct. 30 2012-Nov. 1 2012

Firstpage

1320

Lastpage

1323

Abstract

A new kind of fuzzy adaptive method is proposed to transfer the multi-objective function to single objective function under the same constraint conditions. Based on multiple dynamic programming models, an improved dynamic programming method with different step-length to the solution for an optimal distribution of generators in an electrical power plant has been developed. This method overcomes the problem that due to improper selection of searching step-length. The experimental results show that the dynamic programming method based on fuzzy adaptive theory has a good energy-saving effect and engineering application value.

Keywords

adaptive control; dynamic programming; fuzzy control; power distribution control; search problems; economic benefit improvement; electrical power plant; energy-saving effect; engineering application value; fuzzy adaptive control method; improper searching step-length selection; multiobjective function; multiple dynamic programming models; optimal generator distribution; plant optimal load distribution; single objective function; Adaptation models; Biological system modeling; Dynamic programming; Energy consumption; Generators; Load modeling; Resource management; adaptive; dynamic programming method; fuzzy multi-objective; load distribution;

fLanguage

English

Publisher

ieee

Conference_Titel

Cloud Computing and Intelligent Systems (CCIS), 2012 IEEE 2nd International Conference on

Conference_Location

Hangzhou

Print_ISBN

978-1-4673-1855-6

Type

conf

DOI

10.1109/CCIS.2012.6664599

Filename

6664599