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Optimal microgrid energy management integrating intermittent renewable energy and stochastic load
Ji, Ying; Wang, Jianhui; Yan SJ(闫士杰); Gao, Wenzhong; Li HP(李鹤鹏)
作者部门工业控制网络与系统研究室
会议名称2015 IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC 2015)
会议日期December 19-20, 2015
会议地点Chongqing, China
会议主办者Chongqing Global Union Academy of Science and Technology; Global Union Academy of Science and Technology; IEEE Beijing Section
会议录名称Proceedings of 2015 IEEE Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2015
出版者IEEE
出版地Piscataway, NJ, USA
2015
页码334-338
收录类别EI ; CPCI(ISTP)
EI收录号20162002375406
WOS记录号WOS:000377348700065
产权排序3
ISBN号978-1-4799-1979-6
关键词Microgrid Ems Markov Chain Stochastic Optimization
摘要In this paper, we focus on energy management of distributed generators (DGs) and energy storage system (ESS) in microgrids (MG) considering uncertainties in renewable energy and load demand. The MG energy management problem is formulated as a two-stage stochastic programming model based on optimization principle. Then, the optimization model is decomposed into a mixed integer quadratic programming problem by using discrete stochastic scenarios to approximate the continuous random variables. A Scenarios generation approach based on time-homogeneous Markov chain model is proposed to generate simulated time-series of renewable energy generation and load demand. Finally, the proposed stochastic programming model is tested in a typical LV network and solved by Matlab optimization toolbox. The simulation results show that the proposed stochastic programming model has a better performance to obtain robust scheduling solutions and lower the operating cost compared to the deterministic optimization modeling methods.
语种英语
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被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/18601
专题工业控制网络与系统研究室
作者单位1.College of Information Science and Engineering, Northestern University, Shenyang, 110819, China
2.Department of Electrical and Computer Engineering, University of Denver, Denver, CO, 80208, United States
3.Lab. of Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, 110016, China
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Ji, Ying,Wang, Jianhui,Yan SJ,et al. Optimal microgrid energy management integrating intermittent renewable energy and stochastic load[C]//Chongqing Global Union Academy of Science and Technology; Global Union Academy of Science and Technology; IEEE Beijing Section. Piscataway, NJ, USA:IEEE,2015:334-338.
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