SIA OpenIR  > 工业控制网络与系统研究室
An Integrative DR Study for Optimal Home Energy Management Based on Approximate Dynamic Programming
Li HP(李鹤鹏); Zeng P(曾鹏); Zang CZ(臧传治); Yu HB(于海斌); Li SH(李署辉)
Department工业控制网络与系统研究室
Source PublicationSUSTAINABILITY
ISSN2071-1050
2017
Volume9Issue:7Pages:1-19
Indexed BySCI
WOS IDWOS:000406709500175
Contribution Rank1
Funding OrganizationNational Natural Science Foundation of China [61503371, 61503373] ; Chinese Academy of Sciences Program for energy management system of smart microgrid, Science and Technology Project of State Grid Liaoning Electric Power Supply Co., Ltd [5222AS15006G]
KeywordDemand Response Home Energy Management System Approximate Dynamic Programming Vehicle-to-home Vehicle-to-grid
AbstractThis paper presents an integrative demand response (DR) mechanism for energy management of appliances, an energy storage system and an electric vehicle (EV) within a home. The paper considers vehicle-to-home (V2H) and vehicle-to-grid (V2G) functions for energy management of EVs and the degradation cost of the EV battery caused by the V2H/V2G operation in developing the proposed DR mechanism. An efficient optimization algorithm is developed based on approximate dynamic programming, which overcomes the challenges of solving high dimensional optimization problems for the integrative home energy system. To investigate how the participation of different home appliances affects the DR efficiency, several DR scenarios are designed. Then, a detailed simulation study is conducted to investigate and compare home energy management efficiency under different scenarios.
Language英语
WOS HeadingsScience & Technology ; Life Sciences & Biomedicine
WOS SubjectEnvironmental Sciences ; Environmental Studies
WOS KeywordDEMAND RESPONSE ; COST
WOS Research AreaEnvironmental Sciences & Ecology
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/20873
Collection工业控制网络与系统研究室
Corresponding AuthorZeng P(曾鹏)
Affiliation1.Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
2.Department of Electrical & Computer Engineering, the University of Alabama, Tuscaloosa, AL 35487, USA
Recommended Citation
GB/T 7714
Li HP,Zeng P,Zang CZ,et al. An Integrative DR Study for Optimal Home Energy Management Based on Approximate Dynamic Programming[J]. SUSTAINABILITY,2017,9(7):1-19.
APA Li HP,Zeng P,Zang CZ,Yu HB,&Li SH.(2017).An Integrative DR Study for Optimal Home Energy Management Based on Approximate Dynamic Programming.SUSTAINABILITY,9(7),1-19.
MLA Li HP,et al."An Integrative DR Study for Optimal Home Energy Management Based on Approximate Dynamic Programming".SUSTAINABILITY 9.7(2017):1-19.
Files in This Item: Download All
File Name/Size DocType Version Access License
An Integrative DR St(1466KB)期刊论文作者接受稿开放获取ODC PDDLView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Li HP(李鹤鹏)]'s Articles
[Zeng P(曾鹏)]'s Articles
[Zang CZ(臧传治)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Li HP(李鹤鹏)]'s Articles
[Zeng P(曾鹏)]'s Articles
[Zang CZ(臧传治)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Li HP(李鹤鹏)]'s Articles
[Zeng P(曾鹏)]'s Articles
[Zang CZ(臧传治)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: An Integrative DR Study for Optimal Home Energy Management Based on Approximate Dynamic Programming.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.