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Joint Bidding Decision of Wind Farms and Energy Storage Based on Newsvendor Model
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作者 Xinyue SUN Jian LIU +1 位作者 Meng OU Yanyan LIU 《Journal of Systems Science and Information》 CSCD 2022年第1期51-64,共14页
Currently,renewable energy generation has received more and more attention.This article focuses on wind energy generation,one of the renewable energy sources.Aiming at the intermittent and unpredictable wind power pro... Currently,renewable energy generation has received more and more attention.This article focuses on wind energy generation,one of the renewable energy sources.Aiming at the intermittent and unpredictable wind power problems,according to the day ahead bidding mechanism in the power market,this paper introduces the energy storage system to maximize wind power merchants profit based on the newsvendor model.First,this paper focuses on the wind farms combined with storage system to put forward the optimal bidding decision of selling or buying electricity to the market one day in advance and the optimal bidding amount.Then,we analyze the relationship between the optimal bid amount and the market penalty price coefficient,government subsidy,storage system charge and discharge efficiency,and other parameters.Based on the analysis of various parameters,power generation companies can make reasonable bidding decisions and amount to maximize profits. 展开更多
关键词 wind farms energy storage optimization and scheduling newsvendor model power market
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