Transactions of China Electrotechnical Society  2017, Vol. 32 Issue (22): 189-197    DOI: 10.19595/j.cnki.1000-6753.tces.160824
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Microgrid PCC Power Optimal Control with Markov Decision Process Using the Specific Policy of Wavelet Packet-Probability Fuzzy Set
Xiong Xiong, Wang Jiangbo, Yang Rengang
College of Information and Electrical Engineering China Agricultural University Beijing 100083 China

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Abstract  This paper presents a microgrid power optimal dispatch scheme by using Markov decision process (MDP). To decrease the exchange power of PCC and smooth the fluctuations in different time scales, the reward function of MDP is established as entropy. During the decision process the optimal policy and optimal entropy value are solved through policy iteration. In the policy iteration, a specific policy set of wavelet packet-probability fuzzy has been proposed. It is used as the mapping from the state set of state of charge (SOC) of energy storage to action set of charge/discharge power of hybrid energy storage. The performance of this optimal method is discussed by study cases in the end.
Key wordsMicrogrid,      point      of      common      coupling,      power      optimal,      wavelet      package,      probability      fuzzy      set,      Markov      decision      process     
Received: 02 June 2016      Published: 05 December 2017
PACS: TM926  
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Xiong Xiong
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Xiong Xiong,Wang Jiangbo,Yang Rengang. Microgrid PCC Power Optimal Control with Markov Decision Process Using the Specific Policy of Wavelet Packet-Probability Fuzzy Set[J]. Transactions of China Electrotechnical Society, 2017, 32(22): 189-197.
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