An Algorithm for Intelligent Home Energy Management and Demand Response Analysis

被引:443
作者
Pipattanasomporn, Manisa [1 ]
Kuzlu, Murat [1 ]
Rahman, Saifur [1 ]
机构
[1] Virginia Tech, Adv Res Inst, Arlington, VA 22203 USA
基金
美国国家科学基金会;
关键词
Customer choice; demand response (DR); home energy management (HEM); load priority; smart appliance;
D O I
10.1109/TSG.2012.2201182
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A home energy management (HEM) system is an integral part of a smart grid that can potentially enable demand response applications for residential customers. This paper presents an intelligent HEM algorithm for managing high power consumption household appliances with simulation for demand response (DR) analysis. The proposed algorithm manages household loads according to their preset priority and guarantees the total household power consumption below certain levels. A simulation tool is developed to showcase the applicability of the proposed algorithm in performing DR at an appliance level. This paper demonstrates that the tool can be used to analyze DR potentials for residential customers. Given the lack of understanding about DR potentials in this market, this work serves as an essential stepping-stone toward providing an insight into how much DR can be performed for residential customers.
引用
收藏
页码:2166 / 2173
页数:8
相关论文
共 14 条
[1]  
Albadi AH, 2007, IEEE POWER ENG SOC, P1665
[2]  
[Anonymous], 2010, Innovative Smart Grid Technologies ISGT
[3]  
[Anonymous], IEEE T POWE IN PRESS
[4]  
[Anonymous], 2006, 14 NAT C BUILD COMM
[5]  
[Anonymous], 2011, Assessment of Demand Response and Advanced Metering
[6]  
[Anonymous], 2010, P IEEE PES T D APR, DOI [DOI 10.1109/TDC.2010.5484336, 10.1109/TDC.2010.5484336]
[7]  
[Anonymous], P 6 IEEE INT S WIR P
[8]  
[Anonymous], EN EFF REN EN INT EN
[9]   Appliance Commitment for Household Load Scheduling [J].
Du, Pengwei ;
Lu, Ning .
IEEE TRANSACTIONS ON SMART GRID, 2011, 2 (02) :411-419
[10]   Wireless Sensor Networks for Cost-Efficient Residential Energy Management in the Smart Grid [J].
Erol-Kantarci, Melike ;
Mouftah, Hussein T. .
IEEE TRANSACTIONS ON SMART GRID, 2011, 2 (02) :314-325