“双碳目标”下随着我国能源市场的深化改革及分布式多能市场的逐渐形成，综合电源微网及其群落也将出现于用户侧。相邻微网互联构成的微网集群是一个综合能量系统，受多能强相互作用耦合、复杂的博弈决策关系和能量源荷不确定性等诸多因子的共同作用，因此该类综合能量体系的能量机制复杂，管理方案制定困难度较大。基于此，提出了一种基于合作博弈和高斯混合聚类的多主体综合能源微网群联盟能量管理策略。通过仿真算例分析可知，所提方法显著降低了各微网的运行成本，对于每个微网而言最高可达24 %，从而提升了整个微网系统的运行效率，实现了联盟效益的最大化，此外，较高源荷预测误差对各主体及联盟的运行成本影响小于3 ％。

Under the "dual carbon goal", with the deepening reform of China's energy market and the gradual formation of the distributed multi-energy market, the integrated power microgrid and its community appear on the user side. The microgrid cluster formed by the interconnection of adjacent microgrids is a multi-energy comprehensive energy system, which is jointly affected by many factors such as multi-energy interaction and coupling, complex game decision relations and uncertainty of energy sources and loads. Therefore, the energy mechanism of this kind of comprehensive energy system is complex, and the management scheme formulation is difficult. On the basis, a multi-agent comprehensive energy microgrid group alliance energy management strategy is proposed based on cooperative game and Gaussian mixture clustering. Through simulation example analysis, it can be seen that the proposed method significantly reduces the operating costs of various microgrids, up to 24 % for each microgrid, thus improving the operating efficiency of the entire microgrid system and maximizing the benefits of the alliance. The influence of higher source load prediction errors on the operating cost of each agent and alliance are less than 3 %.