Decentralized Optimization Algorithms for Variable Speed Pumps Operation Based on Local Interaction Game
Joint Authors
Wang, Shiqiang
Jiang, Zi-Yan
Dai, Yun-Chuang
Xing, Jianchun
Source
Journal of Control Science and Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-07-09
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Electronic engineering
Information Technology and Computer Science
Abstract EN
A fully distributed optimal control strategy for the parallel variable speed pumps in heating, ventilation, and air-conditioning (HVAC) systems is proposed.
Compared with the traditional centralized method, the efficient control and coordination are scattered to every updated smart pump without the need for a monitoring host.
Similar to the structure, mechanism, and characteristics of biological communities, a smart pump can communicate with adjacent nodes and operate collaboratively to complete pumps group operation with the least total power consumption under load demand and system constraints.
And a decentralized optimization method that is decentralized estimation of distribution algorithm (DEDA) under local interaction games framework has been transplanted to the proposed structure to optimize the pumps working in parallel mode.
Besides, convergence property of the two novel mechanisms is analyzed theoretically.
Finally, simulation studies have been conducted based on the models of a physical pumps system, and the performance of the proposed algorithm is compared with centralized algorithms in terms of both effectiveness and stability.
The results provide support for the validity of the proposed algorithms and control structure.
American Psychological Association (APA)
Wang, Shiqiang& Xing, Jianchun& Jiang, Zi-Yan& Dai, Yun-Chuang. 2018. Decentralized Optimization Algorithms for Variable Speed Pumps Operation Based on Local Interaction Game. Journal of Control Science and Engineering،Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1183033
Modern Language Association (MLA)
Wang, Shiqiang…[et al.]. Decentralized Optimization Algorithms for Variable Speed Pumps Operation Based on Local Interaction Game. Journal of Control Science and Engineering No. 2018 (2018), pp.1-12.
https://search.emarefa.net/detail/BIM-1183033
American Medical Association (AMA)
Wang, Shiqiang& Xing, Jianchun& Jiang, Zi-Yan& Dai, Yun-Chuang. Decentralized Optimization Algorithms for Variable Speed Pumps Operation Based on Local Interaction Game. Journal of Control Science and Engineering. 2018. Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1183033
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1183033