Residential Demand Response Scheduling With Multiclass Appliances in the Smart Grid

被引:119
作者
Roh, Hee-Tae [1 ]
Lee, Jang-Won [2 ]
机构
[1] LSIS Co Ltd, Anyang 431831, South Korea
[2] Yonsei Univ, Dept Elect & Elect Engn, Seoul 120749, South Korea
基金
新加坡国家研究基金会;
关键词
Demand response (DR); electricity load scheduling; generalized Benders decomposition (GBD); multiclass appliances; smart grid; time-of-use (TOU) pricing; ENERGY MANAGEMENT; OPTIMIZATION; CONSUMPTION;
D O I
10.1109/TSG.2015.2445491
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
In this paper, we study an electricity load scheduling problem in a residence. Compared with previous works in which only limited sets of appliances are considered, we classify various appliances into five sets considering their different energy consumption and operation characteristics, and provide mathematical models for them. With these appliance models, we propose an electricity load scheduling algorithm that controls the operation time and energy consumption level of each appliance adapting to time-of-use pricing in order to maximize the overall net utility of the residence while satisfying its budget limit. The optimization problem is formulated as a mixed integer nonlinear programming (MINLP) problem, which is in general, difficult to solve. In order to solve the problem, we use the generalized Benders decomposition approach with which we can solve the MINLP problem easily with low computational complexity. By solving the problem, we provide an algorithm to obtain the optimal electricity load scheduling of various appliances with different energy consumption and operation characteristics in a unified way.
引用
收藏
页码:94 / 104
页数:11
相关论文
共 35 条
[1]  
[Anonymous], 2010, Innovative Smart Grid Technologies ISGT
[2]  
[Anonymous], 2011, Smart (in-home) power scheduling for demand response on the smart grid. ISGT
[3]   Achieving Optimality and Fairness in Autonomous Demand Response: Benchmarks and Billing Mechanisms [J].
Baharlouei, Zahra ;
Hashemi, Massoud ;
Narimani, Hamed ;
Mohsenian-Rad, Hamed .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (02) :968-975
[4]   Partitioning procedures for solving mixed-variables programming problems [J].
Benders, J. F. .
COMPUTATIONAL MANAGEMENT SCIENCE, 2005, 2 (01) :3-19
[5]  
Cao J, 2012, CHIN CONTR CONF, P2520
[6]  
Chen J, 2012, INT CONF SMART GRID, P546, DOI 10.1109/SmartGridComm.2012.6486042
[7]   Heterogeneous Delay Tolerant Task Scheduling and Energy Management in the Smart Grid with Renewable Energy [J].
Chen, Shengbo ;
Shroff, Ness B. ;
Sinha, Prasun .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2013, 31 (07) :1258-1267
[8]   Real-Time Price-Based Demand Response Management for Residential Appliances via Stochastic Optimization and Robust Optimization [J].
Chen, Zhi ;
Wu, Lei ;
Fu, Yong .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (04) :1822-1831
[9]   Appliance Commitment for Household Load Scheduling [J].
Du, Pengwei ;
Lu, Ning .
IEEE TRANSACTIONS ON SMART GRID, 2011, 2 (02) :411-419
[10]  
Federal Energy Regulatory Commission, 2012, NEW YORK IND SYST OP