SIA OpenIR  > 工业控制网络与系统研究室
An integrative study of home energy management for residential energy consumers
Zhang D(张东); Zeng P(曾鹏); Zhang YY(张延宇); Li SH(李署辉)
Department工业控制网络与系统研究室
Conference Name2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
Conference DateJune 8-12, 2015
Conference PlaceShenyang, China
Source Publication2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
PublisherIEEE
Publication PlacePiscataway, NJ, USA
2015
Pages223-228
Indexed ByEI ; CPCI(ISTP)
EI Accession number20161402187690
WOS IDWOS:000380502300046
Contribution Rank2
ISSN2379-7711
ISBN978-1-4799-8730-6
KeywordSmart Grid Demand Response Home Appliances Optimization Modeling And Simulation
AbstractThis paper studies how to optimize the energy usage of home appliances in the demand response framework from the consumer's perspective. The loads of major home appliances are divided into three categories: fixed loads, regulate-able loads, and deferrable loads. For efficient usage of the home appliances, an integrative optimization of the three category loads is needed. The paper investigates the relation of the integrative optimization and individual optimization of each category load. A regression-based learning strategy is employed to learn HAVC energy consumption model for development of more efficient DR policy. The study is conducted through an integrative computational experiment approach that combines a home energy simulator and MATLAB together for demand response development and evaluation. The paper examines how the integrative demand response of the residential home appliances are affected by dynamic pricing tariffs, seasons, and weather. Case studies are conducted by considering home energy consumption, dynamic electricity pricing schemes, and demand response methods.
Language英语
Citation statistics
Cited Times:10[WOS]   [WOS Record]     [Related Records in WOS]
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/18502
Collection工业控制网络与系统研究室
Corresponding AuthorZhang D(张东)
Affiliation1.State Grid Tianjin Electric Power Research Institute, Tianjin, China
2.Key Lab. of Networked Control System, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
3.Department of Electrical and Computer Engineering, University of Alabama, Tuscaloosa, AL, United States
Recommended Citation
GB/T 7714
Zhang D,Zeng P,Zhang YY,et al. An integrative study of home energy management for residential energy consumers[C]. Piscataway, NJ, USA:IEEE,2015:223-228.
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