DocumentCode
1795654
Title
Auxiliary frequency and voltage regulation in microgrid via intelligent electric vehicle charging
Author
Nan Zou ; Lijun Qian ; Husheng Li
Author_Institution
Dept. of Electr. & Comput. Eng., Prairie View A&M Univ., Prairie View, TX, USA
fYear
2014
fDate
3-6 Nov. 2014
Firstpage
662
Lastpage
667
Abstract
The recently developed power electronic devices allow the flexibility of power and/or reactive power generation or consumption via electric vehicle charging. It is envisioned that a fleet of electric vehicles may provide auxiliary means for frequency and voltage regulation to improve the power quality and the stability of the power grid. This emerging technology is especially important for microgrid because of the volatility of power generation and consumption in a microgrid due to its diverse and sometimes unpredictable power sources and distributed load. In this work, the intelligent electric vehicle charging control for reduced cost and improved stability of microgrid is formulated as a constrained optimization problem. In order to capture the uncertainties in a microgrid, a discrete-time Markov Decision Process is adopted to model the dynamics of the system. Value iteration and policy iteration are used to solve the problem, and simulation results indicate that the resulted action policy made state transitions towards the stable states, thus scheduled electric vehicle to provide auxiliary regulation services to stabilize the system.
Keywords
distributed power generation; electric vehicles; frequency control; power generation control; power supply quality; power system stability; secondary cells; voltage control; auxiliary frequency regulation; discrete-time Markov decision process; intelligent electric vehicle charging; microgrid; policy iteration; power electronic devices; power grid stability; power quality; reactive power generation; value iteration; voltage regulation; Batteries; Electric vehicles; Frequency control; Mathematical model; Microgrids; Reactive power; Voltage control; electric vehicle; frequency regulation; markov decision process; microgrid; voltage regulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Smart Grid Communications (SmartGridComm), 2014 IEEE International Conference on
Conference_Location
Venice
Type
conf
DOI
10.1109/SmartGridComm.2014.7007723
Filename
7007723
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