Optimal microgrid energy management integrating intermittent renewable energy and stochastic load
文献类型：会议论文
| 作者 | Ji, Ying; Wang, Jianhui; Yan SJ(闫士杰); Gao, Wenzhong; Li HP(李鹤鹏)
|
| 出版日期 | 2015 |
| 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 |
| 关键词 | microgrid EMS Markov chain stochastic optimization |
| 页码 | 334-338 |
| 中文摘要 | 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. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 3 |
| 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 | Proceedings of 2015 IEEE Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2015
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | Piscataway, NJ, USA |
| 语种 | 英语 |
| ISBN号 | 978-1-4799-1979-6 |
| WOS记录号 | WOS:000377348700065 |
| 源URL | [http://ir.sia.cn/handle/173321/18601]  |
| 专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
| 推荐引用方式 GB/T 7714 | Ji, Ying,Wang, Jianhui,Yan SJ,et al. Optimal microgrid energy management integrating intermittent renewable energy and stochastic load[C]. 见:2015 IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC 2015). Chongqing, China. December 19-20, 2015. |
入库方式： OAI收割
来源：沈阳自动化研究所
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