Optimal home energy management integrating random PV and appliances based on stochastic programming
文献类型：会议论文
| 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); Ni FL(倪凤莲)
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| 出版日期 | 2016 |
| 会议名称 | 28th Chinese Control and Decision Conference, CCDC 2016 |
| 会议日期 | May 28-30, 2016 |
| 会议地点 | Yinchuan, China |
| 关键词 | Demand Response Home Energy Management System Stochastic Programming Uncertainties |
| 页码 | 429-434 |
| 通讯作者 | 李鹤鹏 |
| 中文摘要 | This paper presents an detailed study about the development of an integrative DR policy for the optimal home energy management system under stochastic environment. In this study, home appliances are classified into three categories and detailed modeling of all kinds of home appliances is given. Then, the optimal HEMS problem is formulated as a stochastic programming model considering the uncertainties of PV production and critical loads to minimize a customer's electricity cost. Monte Carlo simulation method is used to decompose the problem into a mixed integer linear programming problem. Finally, the proposed stochastic programming model is verified through numerical simulation. The simulation results show that the proposed stochastic DR model can reduce the effect of the uncertainties in residential environment on the electricity cost and obtain a better DR policy than the conventional deterministic model. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议录 | Proceedings of the 28th Chinese Control and Decision Conference, CCDC 2016
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| 会议录出版者 | IEEE |
| 会议录出版地 | Piscataway, NJ, USA |
| 语种 | 英语 |
| ISSN号 | 1948-9439 |
| ISBN号 | 978-1-4673-9714-8 |
| WOS记录号 | WOS:000383222300079 |
| 源URL | [http://ir.sia.cn/handle/173321/19173]  |
| 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. Optimal home energy management integrating random PV and appliances based on stochastic programming[C]. 见:28th Chinese Control and Decision Conference, CCDC 2016. Yinchuan, China. May 28-30, 2016. |
入库方式： OAI收割
来源：沈阳自动化研究所
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