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SIA OpenIR  > 工业控制网络与系统研究室  > 会议论文
题名:
Scenario-based Stochastic Programming Strategy for Microgrid Energy Scheduling Considering Uncertainties
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)
作者部门: 工业控制网络与系统研究室
通讯作者: Li HP(李鹤鹏)
会议名称: 2014 2nd International Conference on Renewable Energy and Environmental Technology (REET 2014)
会议日期: August 19-20, 2014
会议地点: Dalian, China
会议录: Applied Mechanics and Materials
会议录出版者: Trans Tech Publications
会议录出版地: Zurich-Durnten, Switzerland
出版日期: 2014
页码: 1322-1328
收录类别: EI
EI收录号: 20150300434193
产权排序: 1
ISBN号: 1662-7482
关键词: Microgrid ; energy scheduling optimization ; stochastic programming ; scenarios generation
摘要: The inherent random and intermittence of the renewable energy resources pose a huge challenge to the Microgrid (MG) energy management systems (EMS). In order to mitigate the effects of uncertainties, we propose a novel two-stage stochastic programming model for the energy scheduling optimization by considering the uncertainties in solar and wind generation, and the plug-in electric vehicles (EV). The random nature of uncertainty is characterized by a scenarios generation approach based on autoregressive moving average (ARMA) model according to probability density function of each random variable. By use of the strategy of scenarios simulation, the stochastic problem is decomposed into the deterministic equivalent problem. The firefly algorithm (FA) is used to solve the equivalent model. The effectiveness and robust of proposed stochastic energy scheduling optimization strategy for MG is valid by comparison with the simulation results of deterministic method.
语种: 英语
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/15365
Appears in Collections:工业控制网络与系统研究室_会议论文

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作者单位: 1.Lab. of Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.University of Chinese Academy of Sciences, Beijing, China

Recommended Citation:
Li HP,Zang CZ,Zeng P,et al. Scenario-based Stochastic Programming Strategy for Microgrid Energy Scheduling Considering Uncertainties[C]. 2014 2nd International Conference on Renewable Energy and Environmental Technology (REET 2014). Dalian, China. August 19-20, 2014.Scenario-based Stochastic Programming Strategy for Microgrid Energy Scheduling Considering Uncertainties.
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文件名： Scenario-based Stochastic Programming Strategy for Microgrid Energy Scheduling Considering Uncertainties.pdf
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