遗传算法在微电网能量管理系统中的研究与应用

Research and Application of Genetic Algorithm on Micro-grid Energy Management System

为了在使用新能源时保持高效性和经济性,采用微电网技术可以解决分布式发电和电网之间的矛盾。基于此首先从构建微电网能力管理系统和多智能主体系统的能量管理来介绍能量管理系统,然后从能量管理策略和遗传算法流程入手探讨了微电网能力管理优化问题的相关措施,对基本遗传算法进行改进,为电网能力管理系统更好地投入运行,确保电网高效、持续、稳定运行奠定坚实基础。

In order to maintain efficiency and economy when using renewable energy sources, micro- grid technology is adopted to solve the contradiction between distributed generation and power grid. Energy management system is introduced based on micro- grid energy management system and multi- agent system, and measures for micro- grid energy management optimization are explored according to energy management strategies and genetic algorithm. Besides, the basic genetic algorithm is improved for grid management system to be better put into operation so as to ensure efficient, sustainable and stable operation of power grid.