Hierarchically Adaptive Frequency Control for an EV-Integrated Smart Grid With Renewable Energy

被引:82
作者
Mu, Chaoxu [1 ]
Liu, Weiqiang [1 ]
Xu, Wei [2 ]
机构
[1] Tianjin Univ, Sch Elect & Informat Engn, Tianjin 300072, Peoples R China
[2] Huazhong Univ Sci & Technol, Sch Elect & Elect Engn, State Key Lab Adv Electromagnet Engn & Technol, Wuhan 430074, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Adaptive dynamic programming (ADP); electric vehicles (EVs); frequency regulation; load change; renewable energy; smart grids; ELECTRIC VEHICLES; POWER-SYSTEM; MODEL;
D O I
10.1109/TII.2018.2846545
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the technology development of intelligent power generation and consumption, more and more electric vehicles (EVs), smart loads, and renewable energy are linked up to smart grids. In this paper, due to the great response ability of EVs, a large number of aggregate EVs are considered to improve the frequency response. From this point of view, for an EV-integrated smart grid with loads and renewable energy, a novel hierarchically adaptive control strategy is developed including both the primary controller and the EV controller when power mismatches happen. The sliding-mode primary controller is used to stabilize the frequency by operating power plants, while the EV controller is designed by using adaptive dynamic programming to deal with most of the frequency deviation. Simulation is validated on a benchmark smart grid by comparative studies to demonstrate the superior performance of hierarchically adaptive frequency control as well as the benefit of using EVs in the frequency regulation.
引用
收藏
页码:4254 / 4263
页数:10
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