Title :
A New Method of Artificial Climate Chest Temperature and Humidity Control on Immunogenetic Algorithm
Author :
Yong-gang Pens ; Luo, Xiao-ping ; Wei, Wei
Author_Institution :
Coll. of Electr. Eng., Zhejiang Univ.
Abstract :
In this paper the characteristics of strong coupling and the long time delay artificial climate chest are investigated. For the lack of effective control strategies about artificial climate chest, a new adaptive control method is designed based on biological immune mechanism. Firstly, by simulating the behavior of biological immune system, the immune genetic algorithm (IGA)is designed. Secondly, IGA is used to adjust the controller parameters which is used in artificial climate chest temperature and humidity control on-line. The experiment results show that the method in this paper can be used effectively in artificial climate temperature and humidity tracking control
Keywords :
adaptive control; artificial intelligence; climatology; delays; genetic algorithms; humidity control; temperature control; adaptive control method; artificial climate chest; biological immune mechanism; controller parameters; humidity control; immune genetic algorithm; immunogenetic algorithm; temperature control; Adaptive control; Algorithm design and analysis; Biological control systems; Biological system modeling; Delay effects; Design methodology; Genetic algorithms; Humidity control; Immune system; Temperature control; Adaptive control; Artificial climate chest; Immune Genetic Algorithm(IGA); Temperature and humidity control; long time-delay; strong coupling;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1712991
