A stochastic programming strategy in microgrid cyber physical energy system for energy optimal operation
文献类型：期刊论文
| 作者 | Li HP(李鹤鹏) ; Zang CZ(臧传治); Zeng P(曾鹏); Yu HB(于海斌); Li ZW(李忠文)
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| 刊名 | IEEE/CAA Journal of Automatica Sinica
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| 出版日期 | 2015 |
| 卷号 | 2期号:3页码:296-303 |
| 关键词 | Microgrids (MGs) cyber physical energy system (CPES) uncertainty stochastic programming energy optimal operation |
| ISSN号 | 2329-9266 |
| 产权排序 | 1 |
| 中文摘要 | 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. |
| 收录类别 | EI ; CSCD |
| 语种 | 英语 |
| 源URL | [http://ir.sia.cn/handle/173321/16823]  |
| 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 | Li HP,Zang CZ,Zeng P,et al. A stochastic programming strategy in microgrid cyber physical energy system for energy optimal operation[J]. IEEE/CAA Journal of Automatica Sinica,2015,2(3):296-303. |
| APA | Li HP,Zang CZ,Zeng P,Yu HB,&Li ZW.(2015).A stochastic programming strategy in microgrid cyber physical energy system for energy optimal operation.IEEE/CAA Journal of Automatica Sinica,2(3),296-303. |
| MLA | Li HP,et al."A stochastic programming strategy in microgrid cyber physical energy system for energy optimal operation".IEEE/CAA Journal of Automatica Sinica 2.3(2015):296-303. |
入库方式： OAI收割
来源：沈阳自动化研究所
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