DocumentCode :
2744690
Title :
Decoupling Control Based on ANN α th-Order Inverse System in Air Handling Units for the Variable-Air-Volume Air-Conditioning System
Author :
Qingchang Ren ; Qinhua Hu ; A´ni Dong
Author_Institution :
Sch. of Inf. & Control Eng., Xi´an Univ. of Archit. & Technol., Xi´an
Volume :
2
fYear :
2006
fDate :
21-23 June 2006
Firstpage :
8799
Lastpage :
8803
Abstract :
Nowadays, VAV air-conditioning system has gradually become most popular in China and abroad because of its significant energy saving. However, since VAV system is multivariable, strongly coupled , nonlinear and time variant, its design, performance and management are more difficult than CAV system´s, and stable control of the entire VAV system is focused in particular in China. According to the conditions that the air handling units (AHU) has coupling variable and is difficult to operate stably, based on analyzing and comparing many schemes about decoupling control of multivariable system, this paper presents alphath-order inverse system based on artificial neural network (ANN) to decouple and control the plant. The author proves the feasibility of the decoupling control scheme based on ANN alphath-order inverse system that applied to the VAV system by doing experiments. The results are satisfying and can be used in engineering
Keywords :
air conditioning; control system synthesis; inverse problems; multivariable systems; neurocontrollers; nonlinear systems; stability; time-varying systems; air handling units; alphath-order inverse system; artificial neural network; decoupling control; multivariable system; nonlinear system; stability; strongly coupled system; time variant system; variable-air-volume air-conditioning system; Artificial neural networks; Cities and towns; Control engineering; Control systems; Couplings; Educational institutions; Electronic mail; MIMO; Neural networks; Nonlinear control systems; αth-order inverse system based on artificial neural network(ANN); decoupling control of multivariable system; inverse model; variable air volume air-conditioning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
Type :
conf
DOI :
10.1109/WCICA.2006.1713700
Filename :
1713700
Link To Document :
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