风-光-水-火多能互补系统随机优化调度

TM614; 为减少二氧化碳排放、提高可再生能源利用效率,提出了含梯级水电站的风光水火多能互补系统随机优化调度模型.该模型目标函数由系统运行成本、惩罚成本两部分组成,同时考虑了风电和光伏出力的不确定性.用Monte Carlo模拟了风电和光伏出力的随机性,经场景聚合将不确定性问题转化为多个确定性问题进行求解.在梯级水电站建模中,用启发式方法将水电转换函数进行分段线性化,通过算例验证了该模型的有效性;分析了多能互补系统对新能源的消纳能力;调节水电出力状态,发现其对多能互补系统优化调度成本有一定影响....

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Published in电测与仪表 Vol. 57; no. 16; pp. 51 - 58
Main Authors 印月, 刘天琪, 何川, 胡晓通
Format Journal Article
LanguageChinese
Published 四川大学电气信息学院,成都610065 25.08.2020
Subjects
可再生能源消纳
安全约束机组组合
多能系统
不确定性
Online AccessGet full text
ISSN1001-1390
DOI10.19753/j.issn1001-1390.2020.16.010

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Abstract TM614; 为减少二氧化碳排放、提高可再生能源利用效率,提出了含梯级水电站的风光水火多能互补系统随机优化调度模型.该模型目标函数由系统运行成本、惩罚成本两部分组成,同时考虑了风电和光伏出力的不确定性.用Monte Carlo模拟了风电和光伏出力的随机性,经场景聚合将不确定性问题转化为多个确定性问题进行求解.在梯级水电站建模中,用启发式方法将水电转换函数进行分段线性化,通过算例验证了该模型的有效性;分析了多能互补系统对新能源的消纳能力;调节水电出力状态,发现其对多能互补系统优化调度成本有一定影响.
AbstractList TM614; 为减少二氧化碳排放、提高可再生能源利用效率,提出了含梯级水电站的风光水火多能互补系统随机优化调度模型.该模型目标函数由系统运行成本、惩罚成本两部分组成,同时考虑了风电和光伏出力的不确定性.用Monte Carlo模拟了风电和光伏出力的随机性,经场景聚合将不确定性问题转化为多个确定性问题进行求解.在梯级水电站建模中,用启发式方法将水电转换函数进行分段线性化,通过算例验证了该模型的有效性;分析了多能互补系统对新能源的消纳能力;调节水电出力状态,发现其对多能互补系统优化调度成本有一定影响.
Author 胡晓通
何川
印月
刘天琪
AuthorAffiliation 四川大学电气信息学院,成都610065
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Yin Yue
He Chuan
Liu Tianqi
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DocumentTitle_FL Stochastic optimal scheduling for hybrid thermal-hydro-wind-photovoltaic multi-energy complementary system
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安全约束机组组合
多能系统
不确定性
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Snippet TM614; 为减少二氧化碳排放、提高可再生能源利用效率,提出了含梯级水电站的风光水火多能互补系统随机优化调度模型.该模型目标函数由系统运行成本、惩罚成本两部分组成,同时...
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Title 风-光-水-火多能互补系统随机优化调度
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