基于合作博弈的大规模多源联合出库与利益分配模型

Wang He, Min Liu, Kai Wang, BangYong Pan
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引用次数: 0

摘要

由于新能源在中国分布较大,且距离负荷中心较远,因此电力系统必须将新能源与火电传输相结合,以解决风能和太阳能的耗散问题。为了实现能源互补输送系统的效益最大化,建立了风电、光伏、火电的动态协调调度模型,提出了改进的蚁狮优化算法,研究了风电、光伏、火电的协调调度和效益分配问题。本文介绍了合作模式下的利益分配原则,基于改进的Shapley值法对三方共同经营的利益进行分配。Shapley值法根据各方对共同收益的贡献,基于联合出库模式和独立出库模式的利润水平,对各方的利益进行分配。分析结果表明,改进后的蚁狮优化算法更容易在可行区找到全局最优解,以及所提出的三方联合调度模型和利润分成方法的优越性和可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Massive Multi-source Joint Outbound and Benefit Distribution Model Based on Cooperative Game
The power system must combine new energy and thermal power transmission to address the issue of wind and solar dissipation due to the large-scale distribution of new energy in China and its distance from the load center. The dynamic coordinated scheduling model of wind, photovoltaic, and thermal power is developed to maximize the profit of energy complementary delivery system, and an improved ant lion optimization algorithm is proposed in order to study the coordinated scheduling and benefit distribution of wind, photovoltaic, and thermal power. This paper introduces the principle of benefit distribution under cooperative mode and distributes the benefits of joint operation of the three parties based on the improved Shapley value method, which distributes the benefits of each party according to the contribution of each party to the joint proceeds, based on the profit level of joint outbound and independent outbound modes. The results of the analysis reveal that the upgraded ant lion optimization algorithm finds the global optimal solution in the feasible zone more easily, as well as the superiority and feasibility of the suggested three-party combined scheduling model and profit sharing approach.
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