基于势博弈的综合能源系统用户能量管理优化方法
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TM73

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国家自然科学基金(51877076)


An optimization method for user energy management of integrated energy system based on potential game
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    摘要:

    随着综合能源系统的发展,能源耦合程度不断加深,尤其在售能侧将形成多能耦合的价格机制。针对具有多能耦合价格机制的综合能源系统,提出一种基于非合作博弈的能量管理优化策略。首先,根据综合能源系统能源耦合价格机制建立基于条件风险价值(CVaR)的用户用能成本模型。随后,建立综合能源系统中用户之间的非合作博弈模型,通过构建势函数将原问题转换为单目标二次规划问题,并证明纯策略博弈均衡存在且唯一。最后,通过算例分析显示用户的用能均有所下降,从而验证所提模型与方法的有效性。

    Abstract:

    With the development of integrated energy system, the energy coupling degree is deepening. Especially the multienergy coupling price mechanism is formed on the energy selling side.An energy management optimization strategy based on noncooperative game is proposed for a comprehensive energy system with multienergy coupling pricing mechanism.Firstly, the energy cost model based on conditional value at risk (CVAR) is established according to the energy coupling price mechanism of the integrated energy system.Then, a noncooperative game model between users in a comprehensive energy system is established.The original problem is transformed into a quadratic programming problem with a single objective by constructing a potential function.It is proved that the equilibrium of pure strategy game exists and is unique.Finally, an example is analyzed to show the energyconsumption of users decreases somewhat and therefore verify the effectiveness of the proposed model and method.

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李睿智,刘念,延肖何.基于势博弈的综合能源系统用户能量管理优化方法[J].电力科学与技术学报,2021,36(1):21-31.
LI Ruizhi, LIU Nian, YAN Xiaohe. An optimization method for user energy management of integrated energy system based on potential game[J]. Journal of Electric Power Science and Technology,2021,36(1):21-31.

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  • 在线发布日期: 2021-04-16
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