Effects on optimization results by thermal load prediction errors and proposal of robust optimization method: Development of optimization tool for air-conditioning system operation (Part 1)

Daisuke Sumiyoshi, Akifumi Wada, Yasunori Akashi, Tetsuo Hayashi

Research output: Contribution to journalArticlepeer-review

Abstract

The purpose of this research is to develop "The Optimization Tool" that achieves the optimization of the air-conditioning system operation in general building air-conditioning systems. The influence of errors in the load prediction, which is the biggest problem in realizing the optimization, is examined in this report. It is shown that there is a case where the operation deteriorates due to the optimization when the margin of error is large. Thus, an optimization technique that takes into account errors in the load forecasting is suggested, and the technique is proved to be a robust procedure which stably selects appropriate set values.

Original languageEnglish
Pages (from-to)829-836
Number of pages8
JournalJournal of Environmental Engineering (Japan)
Volume74
Issue number641
DOIs
Publication statusPublished - Jul 2009
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Environmental Engineering

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