首页|基于合作博弈的共享混合储能电站规划

基于合作博弈的共享混合储能电站规划

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针对新能源场站储能利用率低及单位建设成本高的问题,提出一种基于合作博弈的共享混合储能电站的规划方案.首先,制定蓄电池采用削峰填谷、超级电容器采用模型预测控制的充放电策略;其次,建立储能电站的双层规划模型,并构建储能配置结果的评价指标;最后,基于改进的Shapley分值法分配各新能源场站的收益,并分析储能投资成本对结果的影响.算例结果表明,在该交易模式下不仅可提高储能装置的利用率,而且可减少新能源场站对储能系统的投资成本.
PLANNING OF SHARED HYBRID ENERGY STORAGE POWER STATION BASED ON COOPERATIVE GAME
To address the issues of suboptimal energy storage utilization rates and elevated per-unit construction costs,the operational characteristics of various types of energy storage systems were examined in the present study.A planning framework was established for a shared hybrid energy storage power station,predicated on cooperative game theory.Firstly,charging and discharging strategies were formulated:accumulators useding load shifting and peak smoothing,while supercapacitors utilizing model predictive control.Subsequently,a two-level planning model for energy storage power stations was established,and an evaluation index for the results of energy storage configuration was constructed.Finally,the benefits of each new energy station were allocated based on the improved Shapley value method,and the impact of the cost of energy storage investment on the results was analyzed.The example results indicate that the proposed transaction model improves energy storage utilization rates and reduces investment costs for new energy stations in storage systems.

distributed power generationenergy storagemodel predictive control(MPC)cooperative gameshared economyload shifting and peak smoothingimproved Shapley value method

高芊芊、山雨琦、朱晓荣

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华北电力大学(保定)电力工程系,保定 071003

分布式发电 储能 模型预测控制 合作博弈 共享经济 削峰填谷 改进Shapley分值法

2024

太阳能学报
中国可再生能源学会

太阳能学报

CSTPCD北大核心
影响因子:0.392
ISSN:0254-0096
年,卷(期):2024.45(12)