標題: | Economic dispatch of chiller plant by improved ripple bee swarm optimization algorithm for saving energy |
作者: | Lo, Chi-Chun Tsai, Shang-Ho Lin, Bor-Shyh 影像與生醫光電研究所 電控工程研究所 Institute of Imaging and Biomedical Photonics Institute of Electrical and Control Engineering |
關鍵字: | Central chiller system;Economic dispatch;Chiller plant;Bee swarm optimization;Energy saving |
公開日期: | 5-五月-2016 |
摘要: | This paper presents an improved ripple bee swarm optimization (IRBSO) algorithm to solve the problem of the economic dispatch of chiller plants (EDCP). Using the characteristics of biological communities, different movement models are adopted to search within the feasible solution space. This paper uses nonlinear ripple weight factors and self-adaption repulsion factor to improve the BSO and proposes the influence of parameters on the IRBSO method to more effectively search the feasible space. For all bee swarms, the efficiency of searching movement in the solution space improves, and the capacity of information discovery and mining increases. This paper utilizes the test cases to verify the proposed IRBSO, including EDCP problems for a single day and a single week. Compared with other methods, the results of the proposed IRBSO exhibit higher accuracy and stability, making it suitable for the operation planning of multiple chiller systems. (C) 2016 Elsevier Ltd. All rights reserved. |
URI: | http://dx.doi.org/10.1016/j.applthermaleng.2016.02.114 http://hdl.handle.net/11536/133777 |
ISSN: | 1359-4311 |
DOI: | 10.1016/j.applthermaleng.2016.02.114 |
期刊: | APPLIED THERMAL ENGINEERING |
Volume: | 100 |
起始頁: | 1140 |
結束頁: | 1148 |
顯示於類別: | 期刊論文 |