Energy consumption analysis of residential swimming pools for peak load shaving

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 工业控制网络与系统研究室

	Energy consumption analysis of residential swimming pools for peak load shaving
	Song CH(宋纯贺); Yu HB(于海斌); Rosenberg, Catherine ; Jing, Wei ; Zeng P(曾鹏)
刊名	Applied Energy
	2018
卷号	220 页码:176-191
关键词	Energy disaggregation Residential swimming pool Circulating pump Peak load shifting
ISSN号	0306-2619
通讯作者	Jing, Wei
产权排序	1
中文摘要	Peak load shaving is a very important issue, however, most of peak load shaving methods either require extra investments or reduce the comfort of the consumers. This paper analyzes the impact of circulating pumps of residential swimming pools on the peak load, and shows that shifting the active time of circulating pumps of residential swimming pools could shave the peak load without requiring extra investments or reducing the comfort of the consumers. First, based on an extensive dataset containing hourly energy consumption readings of 1005 residents during March 2011 and October 2012 in South Ontario, this paper analyzes the features of the energy consumptions of residents with and without swimming pools. Second, this paper proposes a novel non-intrusive appliance load monitoring method to estimate the energy consumption of circulating pumps of residential swimming pools. The advantages of the proposed method are that, compared with other non-intrusive appliance load monitoring methods, it does not require high sampling rate data or prior information of the appliance, therefore the cost of implementation is reduced and users’ privacy is protected. Finally, this paper shows that, the average hourly energy consumption of CPRSP is 0.7429 kW h. During the peak hour, circulating pumps of residential swimming pools contributes 20.11% energy consumption of residents with swimming pools, as well as 8.79% peak load of all neighborhoods. When considering minimizing the peak load, by postponing circulating pumps of residential swimming pools for 8 h rather than turn them off, the peak load can be shaved by 4.64%. When considering minimizing the cost of circulating pumps of residential swimming pools, the peak load can be shaved by 3.15% by postponing circulating pumps of residential swimming pools for 6 h, meanwhile the peak hour is postponed from 18:00 to 19:00.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Energy & Fuels ; Engineering, Chemical
研究领域[WOS]	Energy & Fuels ; Engineering
关键词[WOS]	SMART METER DATA ; RENEWABLE ENERGY ; DEMAND RESPONSE ; STATISTICAL-ANALYSIS ; BUILDINGS ; MODEL ; SYSTEMS ; STORAGE ; DISAGGREGATION ; CLIMATE
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:000432884500016
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/21738]
专题	沈阳自动化研究所_工业控制网络与系统研究室
作者单位	1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China 2.Dept. of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada 3.School of Information Engineering, Shenyang University, Shenyang 110000, China
推荐引用方式 GB/T 7714	Song CH,Yu HB,Rosenberg, Catherine,et al. Energy consumption analysis of residential swimming pools for peak load shaving[J]. Applied Energy,2018,220:176-191.
APA	Song CH,Yu HB,Rosenberg, Catherine,Jing, Wei,&Zeng P.(2018).Energy consumption analysis of residential swimming pools for peak load shaving.Applied Energy,220,176-191.
MLA	Song CH,et al."Energy consumption analysis of residential swimming pools for peak load shaving".Applied Energy 220(2018):176-191.