Multiplexed optimization for complex air conditioning systems

Yongjun Sun, Gongsheng Huang, Zhengwei Li, Shengwei Wang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

24 Citations (Scopus)

Abstract

Optimization has been considered as an efficient tool to realize energy efficiency in the operation of air conditioning (AC) systems. With the increase of complexity of AC systems, the computational complexity of real-time optimization appears to be a challenge for practical applications. In order to overcome the challenge, this paper proposes a multiplexed optimization scheme. Unlike conventional optimization that optimizes and updates all decision variables simultaneously, the proposed scheme optimizes and updates the decision variables sequentially and one decision variable at a time. The proposed scheme is compared with a conventional optimization method (in which the genetic algorithm is adopted) as regards computational load, energy performance and system stability. Case studies show that compared with the conventional optimization method, the computational burden of the proposed scheme is greatly reduced, up to 98.3%; the energy saving achieved by the proposed scheme is 6.8%, which is comparable to that achieved by the conventional method (6.7%); and the system operation stability is significantly enhanced since the average tracking errors for several monitored variables were reduced around 50%. •A multiplex optimization scheme is proposed for complex air conditioning systems.•Performance of this scheme is studied by comparing with conventional optimization design.•Computational burden of real-time optimization is significantly reduced.•Energy performance is comparable to conventional optimization method.
Original languageEnglish
Pages (from-to)99-108
Number of pages10
JournalBuilding and Environment
Volume65
DOIs
Publication statusPublished - 1 Jul 2013

Keywords

  • Air-conditioning
  • Energy performance
  • Multiplexed optimization
  • Optimization
  • System stability

ASJC Scopus subject areas

  • Environmental Engineering
  • Civil and Structural Engineering
  • Geography, Planning and Development
  • Building and Construction

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