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Energy consumption analysis of residential swimming pools for peak load shaving
Song CH(宋纯贺); Jing, Wei; Zeng P(曾鹏); Yu HB(于海斌); Rosenberg, Catherine
作者部门工业控制网络与系统研究室
关键词Energy Disaggregation Residential Swimming Pool Circulating Pump Peak Load Shifting
发表期刊Applied Energy
ISSN0306-2619
2018
卷号220页码:176-191
收录类别SCI ; EI
EI收录号20181404970925
WOS记录号WOS:000432884500016
产权排序1
资助机构National Natural Science Foundation of China ; State Grid Corporation of China Research Program research and application of "Internet + power marketing" support technology
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.

语种英语
WOS类目Energy & Fuels ; Engineering, Chemical
关键词[WOS]SMART METER DATA ; RENEWABLE ENERGY ; DEMAND RESPONSE ; STATISTICAL-ANALYSIS ; BUILDINGS ; MODEL ; SYSTEMS ; STORAGE ; DISAGGREGATION ; CLIMATE
WOS研究方向Energy & Fuels ; Engineering
资助项目National Natural Science Foundation of China[61533015] ; National Natural Science Foundation of China[61773368] ; National Natural Science Foundation of China[61773366] ; State Grid Corporation of China Research Program research and application of "Internet + power marketing" support technology[5222AS160004]
引用统计
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/21738
专题工业控制网络与系统研究室
通讯作者Jing, Wei
作者单位1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
2.School of Information Engineering, Shenyang University, Shenyang 110000, China
3.Dept. of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada
推荐引用方式
GB/T 7714
Song CH,Jing, Wei,Zeng P,et al. Energy consumption analysis of residential swimming pools for peak load shaving[J]. Applied Energy,2018,220:176-191.
APA Song CH,Jing, Wei,Zeng P,Yu HB,&Rosenberg, Catherine.(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.
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