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基于蚁狮算法的微电网能源随机优化调度方法

A Stochastic Optimal Dispatching Method for Microgrid Energy Based on Ant Lion Algorithm
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摘要 传统微电网能源随机优化调度方法直接对数据进行计算,未对微电网随机调度进行建模,造成传统方法运行成本高。提出基于蚁狮算法的微电网能源随机优化调度方法,通过蚁狮算法设计微电网随机调度模型,以减小调度过程中引起的干扰,并对模型设定约束条件实现负载平衡,最后对模型进行求解,从而实现微电网能源随机优化调度。设计对比实验,实验结果证明该方法在对节约运行成本方面有显著效果。将蚁狮算法用于微电网能源随机优化调度中,能够节约能源调度的运行成本。 The traditional microgrid energy stochastic optimization scheduling method directly calculates data without modeling the microgrid stochastic scheduling,resulting in high operating costs for traditional methods.Propose a random optimization scheduling method for microgrid energy based on ant lion algorithm.Design a microgrid random scheduling model using ant lion algorithm to reduce interference caused during the scheduling process,set constraints on the model to achieve load balancing,and finally solve the model to achieve random optimization scheduling of microgrid energy.Design comparative experiments,and the experimental results demonstrate that this method has significant effects in saving operating costs.Applying the ant lion algorithm to the stochastic optimization scheduling of microgrid energy can save the operating cost of energy scheduling.
作者 张静杨 牛聪 马曦 ZHANG Jingyang;NIU Cong;MA Xi(State Grid Xixian New Area Power Supply Company,Xixian New Area 712000,China)
出处 《通信电源技术》 2023年第10期106-108,114,共4页 Telecom Power Technology
关键词 能量优化调度 微电网 成本 优化 energy optimization scheduling microgrid cost optimization
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