A Survey on Demand Response in Smart Grids: Mathematical Models and Approaches

被引:634
作者
Deng, Ruilong [1 ]
Yang, Zaiyue [1 ]
Chow, Mo-Yuen [2 ]
Chen, Jiming [1 ]
机构
[1] Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
[2] N Carolina State Univ, Dept Elect Engn, Raleigh, NC 27606 USA
关键词
Convex optimization; demand response; game theory; renewable energy; smart grid; RENEWABLE ENERGY-SOURCES; ECONOMIC-DISPATCH; POWER ELECTRONICS; ELECTRIC VEHICLE; SIDE MANAGEMENT; LOAD CONTROL; IMPLEMENTATION; CONSUMPTION; GENERATION; TRANSPORT;
D O I
10.1109/TII.2015.2414719
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The smart grid is widely considered to be the informationization of the power grid. As an essential characteristic of the smart grid, demand response can reschedule the users' energy consumption to reduce the operating expense from expensive generators, and further to defer the capacity addition in the long run. This survey comprehensively explores four major aspects: 1) programs; 2) issues; 3) approaches; and 4) future extensions of demand response. Specifically, we first introduce the means/ tariffs that the power utility takes to incentivize users to reschedule their energy usage patterns. Then we survey the existing mathematical models and problems in the previous and current literatures, followed by the state- of- the- art approaches and solutions to address these issues. Finally, based on the above overview, we also outline the potential challenges and future research directions in the context of demand response.
引用
收藏
页码:570 / 582
页数:13
相关论文
共 95 条
[81]   Advanced Demand Side Management for the Future Smart Grid Using Mechanism Design [J].
Samadi, Pedram ;
Mohsenian-Rad, Hamed ;
Schober, Robert ;
Wong, Vincent W. S. .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (03) :1170-1180
[82]  
Samadi P, 2010, INT CONF SMART GRID, P415, DOI 10.1109/SMARTGRID.2010.5622077
[83]   Demand response and smart grids-A survey [J].
Siano, Pierluigi .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2014, 30 :461-478
[84]   A Survey on the Electrification of Transportation in a Smart Grid Environment [J].
Su, Wencong ;
Rahimi-Eichi, Habiballah ;
Zeng, Wente ;
Chow, Mo-Yuen .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2012, 8 (01) :1-10
[85]  
Suhara Y., 2010, IECON 2010 - 36th Annual Conference of IEEE Industrial Electronics, P2430, DOI 10.1109/IECON.2010.5675426
[86]   Solving the Power Economic Dispatch Problem With Generator Constraints by Random Drift Particle Swarm Optimization [J].
Sun, Jun ;
Palade, Vasile ;
Wu, Xiao-Jun ;
Fang, Wei ;
Wang, Zhenyu .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2014, 10 (01) :222-232
[87]   A residential consumer-centered load control strategy in real-time electricity pricing environment [J].
Tiptipakorn, Supun ;
Lee, Wei-Jen .
2007 39TH NORTH AMERICAN POWER SYMPOSIUM, VOLS 1 AND 2, 2007, :505-510
[88]  
Tyagi R., 2010, IEEE PES Transmiss Distrib Conf Expo, P1
[89]   Energy Storage Systems for Transport and Grid Applications [J].
Vazquez, Sergio ;
Lukic, Srdjan M. ;
Galvan, Eduardo ;
Franquelo, Leopoldo G. ;
Carrasco, Juan M. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2010, 57 (12) :3881-3895
[90]  
Vytelingum P., 2010, Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1. Toronto, Canada, V1, P39, DOI DOI 10.1145/1838206.1838212