DocumentCode
3304154
Title
Applications of Hybrid Genetic Algorithm in Frequency Speed Control Pumping Station
Author
Meng, Xing-Ping ; Wang, Hui ; Liu, Shu ; Zhang, Hong
Author_Institution
Dept. of Electr. Eng., Changchun Inst. of Technol., Changchun
Volume
4
fYear
2008
fDate
18-20 Oct. 2008
Firstpage
337
Lastpage
341
Abstract
Circulating cooling water system of high speed wire factory was in trouble for pumps working in higher energy consumption and lower efficiency. The paper analyzed the characteristic of speed water pump. Mathematical model was established with the optimized goal of the lowest energy consumption and it simplified inequality constraint conditions. A new hybrid genetic algorithm to handle constrained problems was proposed. It simplified handling constraint condition and the premature convergence of genetic algorithm, which made handling constraint problem easier and improved the global search ability of the algorithm. Simulation results show that it is an effective algorithm to solving optimal problem of frequency speed control pumps in water circulating system.
Keywords
cooling; genetic algorithms; metal product industries; pumps; velocity control; wires; circulating cooling water system; energy consumption; frequency speed control; high speed wire factory; hybrid genetic algorithm; pumping station; speed water pump; Constraint optimization; Cooling; Energy consumption; Frequency; Genetic algorithms; Mathematical model; Production facilities; Velocity control; Water; Wire; constraint handling; frequency speed control; genetic algorithm; water circulating system;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location
Jinan
Print_ISBN
978-0-7695-3304-9
Type
conf
DOI
10.1109/ICNC.2008.195
Filename
4667301
Link To Document