DocumentCode :
6486
Title :
A stochastic programming strategy in microgrid cyber physical energy system for energy optimal operation
Author :
Hepeng Li ; Chuanzhi Zang ; Peng Zeng ; Haibin Yu ; Zhongwen Li
Author_Institution :
Lab. of Networked Control Syst., Shenyang Inst. of Autom., Shenyang, China
Volume :
2
Issue :
3
fYear :
2015
fDate :
July 10 2015
Firstpage :
296
Lastpage :
303
Abstract :
This paper focuses on the energy optimal operation problem of microgrids (MGs) under stochastic environment. The deterministic method of MGs operation is often uneconomical because it fails to consider the high randomness of unconventional energy resources. Therefore, it is necessary to develop a novel operation approach combining the uncertainty in the physical world with modeling strategy in the cyber system. This paper proposes an energy scheduling optimization strategy based on stochastic programming model by considering the uncertainty in MGs. The goal is to minimize the expected operation cost of MGs. The uncertainties are modeled based on autoregressive moving average (ARMA) model to expose the effects of physical world on cyber world. Through the comparison of the simulation results with deterministic method, it is shown that the effectiveness and robustness of proposed stochastic energy scheduling optimization strategy for MGs are valid.
Keywords :
autoregressive moving average processes; distributed power generation; power engineering computing; power generation scheduling; power system simulation; stochastic programming; uncertainty handling; ARMA model; MG deterministic method; autoregressive moving average model; energy optimal operation; energy scheduling optimization strategy; microgrid cyber physical energy system; stochastic programming model; Autoregressive processes; Load modeling; Microgrids; Production; Programming; Stochastic processes; Uncertainty; Microgrids (MGs); cyber physical energy system(CPES); energy optimal operation; stochastic programming; uncertainty;
fLanguage :
English
Journal_Title :
Automatica Sinica, IEEE/CAA Journal of
Publisher :
ieee
ISSN :
2329-9266
Type :
jour
Filename :
7152664
Link To Document :
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