Distributed Battery Energy Storage Co-Operation for Renewable Energy Sources Integration

被引:4
|
作者
Abdeltawab, Hussein M. [1 ]
Mohamed, Yasser A. I. [2 ]
机构
[1] Penn State Univ, Sch Engn, Behrend Coll, Dept Elect & Comp Engn Technol, Erie, PA 16563 USA
[2] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada
关键词
energy trading; multiagent system (MAS); energy management; energy storage systems; smart grid; time-shifting; MULTIAGENT SYSTEM; IMPROVING SUSTAINABILITY; PART I; MANAGEMENT; OPERATION; COST; DEMAND;
D O I
10.3390/en13205517
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents a multiagent system (MAS) day-ahead co-operation framework between renewable energy resources (RESs) and Battery Energy Storage Systems (BESSs) owned by different stakeholders. BESSs offer their storage services to RESs by shifting RES power to sell it during profitable peak-hours (aka; time-shifting). The MAS framework consists of three phases. Phase-one is a pre-auction phase that defines the maximum charging and discharging BESS power limits. These limits guarantee a reliable distribution system operation without violating the buses' voltage limits or the ampacity of the branches. Phase-two is an auctioning phase between the BESS-agents and the RES-agents. Each agent has a different owner with a specific profit agenda and risk levels. The agent tries to maximize the profit potential of the owner. The agents use historical trade data and expected weather conditions to maximize profitability. Phase-three is called the post-auctioning phase, in which the agreement between the BESS- and RES-agents is finalized, and the agents are ready for another 3-phases trade. Case studies compare different auctioning strategies and prove the effectiveness of the proposed MAS system.
引用
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页数:24
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