Impacts of water storage on robust optimal design of cooling system considering uncertainty

被引:0
|
作者
Li Yang [1 ]
Tian Zhe [2 ]
Qin Kaiming [3 ]
Niu Jide [2 ]
Hong Haifeng [1 ]
Liu Hong [4 ]
Zhao Hongfang [2 ]
机构
[1] Guangdong Power Grid Dev Res Inst Co Ltd, Guangzhou 510080, Guangdong, Peoples R China
[2] Tianjin Univ, Sch Environm Sci & Engn, Tianjin 300072, Peoples R China
[3] State Grid Henan Elect Power Co, Zhengzhou 450018, Henan, Peoples R China
[4] Tianjin Univ, Minist Educ, Lab Smart Grid, Tianjin 300072, Peoples R China
关键词
robust optimization; information entropy; water storage; load uncertainty; RENEWABLE ENERGY SYSTEM; BUILDINGS; EQUIPMENT;
D O I
10.1016/j.egypro.2018.12.064
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Uncertainties of cooling load may make cooling system oversized. Most of previous studies implement probabilistic-based uncertainty analysis, intending to achieve optimization and reliability simultaneously. However, how to reduce the load uncertainty has received little attention. This paper investigates the impact of water storage on the design of cooling system considering load uncertainty. Information entropy is used as a convergence index of load uncertainty and used to determine how many random simulations should to be performed. A cooling system configured with water storage (system B) and another system without water storage (system A as a comparation system) are investigated in this paper. In this paper, the configure of system A and system B are optimized respectively. The result shows that the capacity distribution of system A is consistent with the distribution of extreme loads. But, the capacity distribution of system B is more concentrated as the water storage can reshape the load curve. Water storage improves the flexibility of system B. Therefore, system B is more reliable and economical than system A. (C) 2019 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:430 / 435
页数:6
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