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基于Stackelberg主从博弈的微电网双层能量管理策略

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针对含高比例可再生能源的微电网中能量调度合理性和经济性问题,提出一种双层主从博弈的微电网能量管理策略,模型上层将微电网能量管理中心作为领导者,以售电利润最大化作为优化目标,通过调整购、售电价格策略来降低支出并提高收益,同时当微电网内部供需不平衡时与上级电网进行交互;下层模型将分布式电源运营商和用户作为跟随者,分别以最大售电收益和最小用电成本作为规划目标,通过改变内燃设备出力和用户的用能策略从而优化各主体的利益.经验证,所提模型在Stackelberg均衡框架下具备存在性与唯一性.通过应用优化后的遗传算法进行求解,成功得到各参与方的最优策略.最后经算例验证,所提双层博弈模型能最大化彼此利益,有效管理各方能源使用.
TWO-TIER ENERGY MANAGEMENT STRATEGY FOR MICROGRID BASED ON STACKELBERG MASTER-SLAVE GAME
Aiming at the rationality and economic issues of energy dispatch in microgrids containing high proportions of renewable energy,a microgrid energy management strategy based on a two-layer master-slave game is proposed.The upper layer of the model takes the microgrid energy management center as the leader to sell electricity.Profit maximization is the optimization goal,reducing expenditures and increasing profits by adjusting electricity purchase and sales price strategies.At the same time,it interacts with the upper-level power grid when the internal supply and demand of the microgrid are unbalanced;the lower-level model treats distributed power operators and users as followers,taking the maximum electricity sales revenue and the minimum electricity cost as the planning goals respectively,and optimizing the interests of each entity by changing the output of internal combustion equipment and the energy usage strategy of users.The existence and uniqueness of the Stackelberg equilibrium of the proposed model are proved and solved using an improved genetic algorithm to obtain the optimal strategy of each stakeholder.Finally,it is verified by numerical examples that the proposed two-layer game model can maximize mutual interests and effectively manage the energy use of all parties.

microgridStackelberg gamepricing strategyenergy managementenergy usage strategy

闫群民、贾宇飞、马永翔、宋潇

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陕西理工大学电气工程学院,汉中 723001

微电网 主从博弈 定价策略 能量管理 用能策略

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)