SIA OpenIR  > 工业控制网络与系统研究室
An analysis on the energy consumption of circulating pumps of residential swimming pools for peak load management
Song CH(宋纯贺); Jing, Wei; Zeng P(曾鹏); 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
发表期刊Applied Energy
ISSN0306-2619
2017
卷号195页码:1-12
收录类别SCI ; EI
EI收录号20171203475125
WOS记录号WOS:000400227000001
产权排序1
资助机构Key Lab. of Networked Control Systems, Chinese Academy of Sciences, and the Strategic Priority Research Program of the Chinese Academy of Sciences, Grant No. XDA06020302.
摘要Based on an extensive dataset containing aggregated hourly energy consumption readings of residents during March 2011 and October 2012 in South Ontario, Canada, this paper estimates the energy consumption of circulating pumps of residential swimming pools (CPRSP) non-intrusively, and quantifies the impact of CPRSP on the power system. The main challenges are that, first, widely used non-intrusive appliance load monitoring (NIALM) methods are not applicable to this work, due to the low sampling rate and the lack of the energy consumption pattern of CPRSP; second, temperature-based building energy disaggregation methods are not suitable for this work, as they highly depend on the accurate base load estimation and predefined parameters. To overcome these issues, in this paper, first it is found that, during the pool season, for homes with and without swimming pools, the ratio between their base loads is approximately equal to the ratio between their temperature-dependent energy consumptions, then a novel weighted difference change-point (WDCP) model has been proposed. The advantages of the WDCP model are that, on one hand, it doesn't depend on the base load estimation and predefined parameters; on the other hand, it has no requirement on the data sampling rate and the prior information of energy consumption patterns of CPRSP. Based on the WDCP model it is shown that, the average hourly energy consumption of CPRSP is 0.7425 kW, and the minimum and the maximum hourly energy consumptions are 0.5274 kW at 9:00 and 0.9612 kW at 17:00, respectively. At the peak hour 19:00, July 21, 2011, CPRSP contributes 20.36% energy consumption of homes with swimming pools, as well as 8.48% peak load of all neighborhoods. As a result, the peak load could be reduced by 8.48% if all CPRSP are stopped during the peak hour.
语种英语
WOS标题词Science & Technology ; Technology
WOS类目Energy & Fuels ; Engineering, Chemical
关键词[WOS]EXERGY PERFORMANCE ; BUILDINGS ; STORAGE ; DISAGGREGATION ; CLIMATE ; SYSTEM ; MODEL ; TECHNOLOGY ; SIMULATION ; HOT
WOS研究方向Energy & Fuels ; Engineering
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/20296
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. An analysis on the energy consumption of circulating pumps of residential swimming pools for peak load management[J]. Applied Energy,2017,195:1-12.
APA Song CH,Jing, Wei,Zeng P,&Rosenberg, Catherine.(2017).An analysis on the energy consumption of circulating pumps of residential swimming pools for peak load management.Applied Energy,195,1-12.
MLA Song CH,et al."An analysis on the energy consumption of circulating pumps of residential swimming pools for peak load management".Applied Energy 195(2017):1-12.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
An analysis on the e(2876KB)期刊论文作者接受稿开放获取ODC PDDL浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Song CH(宋纯贺)]的文章
[Jing, Wei]的文章
[Zeng P(曾鹏)]的文章
百度学术
百度学术中相似的文章
[Song CH(宋纯贺)]的文章
[Jing, Wei]的文章
[Zeng P(曾鹏)]的文章
必应学术
必应学术中相似的文章
[Song CH(宋纯贺)]的文章
[Jing, Wei]的文章
[Zeng P(曾鹏)]的文章
相关权益政策
暂无数据
收藏/分享
文件名: An analysis on the energy consumption of circulating pumps of residential swimming pools for peak load management.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。