DocumentCode
3187798
Title
Operation optimization for centrifugal chiller plants using continuous piecewise linear programming
Author
Huang, Xiaolin ; Xu, Jun ; Wang, Shuning
Author_Institution
Dept. of Autom., Tsinghua Univ., Beijing, China
fYear
2010
fDate
10-13 Oct. 2010
Firstpage
1121
Lastpage
1126
Abstract
Centrifugal chiller plants (CCP) are widely used in air conditioning systems, its operation optimization can save lots of energy and has great significance in environmental protection. The optimization is a large-scale nonlinear problem and there is no practical algorithm until now. This paper proposes a new method to do this operation optimization using continuous piecewise linear programming (CPWLP). The main idea is transforming the nonlinear problem into a series of linear programmings by approximating the original system using piecewise linear representation. For CPWLP, some properties are discussed and an algorithm is given. Using CPWLP, CCP system is optimized and its energy performance is improved significantly.
Keywords
air conditioning; linear programming; nonlinear control systems; CCP; CCP operation optimization; CWLP; air conditioning system; centrifugal chiller plant; continuous piecewise linear programming; environmental protection; large-scale nonlinear problem; Approximation methods; Artificial neural networks; Integrated circuits; Optimization; Programming; Refrigerants; centrifugal chiller plants; continuous piecewise linear modeling; nonlinear programming; operation optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1062-922X
Print_ISBN
978-1-4244-6586-6
Type
conf
DOI
10.1109/ICSMC.2010.5642350
Filename
5642350
Link To Document