中国科学院沈阳自动化研究所机构知识库
Advanced  
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
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
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
产权排序: 1
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

Files in This Item: Download All
File Name/ File Size Content Type Version Access License
Scenario-based Stochastic Programming Strategy for Microgrid Energy Scheduling Considering Uncertainties.pdf(524KB)会议论文--开放获取View Download
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[Li HP(李鹤鹏)]'s Articles
[Zang CZ(臧传治)]'s Articles
[Zeng P(曾鹏)]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[Li HP(李鹤鹏)]‘s Articles
[Zang CZ(臧传治)]‘s Articles
[Zeng P(曾鹏)]‘s Articles
Related Copyright Policies
Null
Social Bookmarking
Add to CiteULike Add to Connotea Add to Del.icio.us Add to Digg Add to Reddit
文件名: Scenario-based Stochastic Programming Strategy for Microgrid Energy Scheduling Considering Uncertainties.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 
评注功能仅针对注册用户开放,请您登录
您对该条目有什么异议,请填写以下表单,管理员会尽快联系您。
内 容:
Email:  *
单位:
验证码:   刷新
您在IR的使用过程中有什么好的想法或者建议可以反馈给我们。
标 题:
 *
内 容:
Email:  *
验证码:   刷新

Items in IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

 

Valid XHTML 1.0!
Copyright © 2007-2016  中国科学院沈阳自动化研究所 - Feedback
Powered by CSpace