首页|基于高斯-柯西变异帝国竞争算法的微电网优化调度

基于高斯-柯西变异帝国竞争算法的微电网优化调度

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为提高微电网运行经济性,建立了以微电网综合运行成本最小为目标函数的微电网优化调度模型.利用高斯变异和柯西变异对帝国竞争算法进行改进,采用高斯-柯西帝国竞争算法对微电网优化调度模型进行求解,并与其他优化算法对比分析.结果表明,高斯-柯西帝国竞争算法求解的微电网综合运行成本为4 485.62元,低于其他优化算法;调度方案能够优化微电网系统内各分布式电源出力,合理与上级配电网交换电能,使微电网综合运行成本最小.验证了模型的正确性及求解方法的优越性.
Optimal Dispatching of Microgrid Based on Gauss-Cauchy Mutation Imperialist Competitive Algorithm
In order to improve the operation economy of microgrid,an optimal dispatching model of microgrid was established with the objective function of minimizing the comprehensive operation cost of microgrid.Gaussian mutation and Cauchy mutation were used to improve the imperial competition algorithm,and Gaussian-Cauchy imperial competition algorithm was used to solve the microgrid optimal scheduling model,and the algorithm was compared with other optimization algorithms.The results show that the integrated operation cost of the microgrid solved by the Gauss-Cauchy empire competition algorithm is 4 485.62 yuan,which is lower than that by other optimization algorithms.The dispatching scheme can optimize the output of each distributed generation in the microgrid system,reasonably exchange energy with the superior distribution network,and minimize the integrated operation cost of the microgrid.It verifies the correctness of the model and the superiority of the solution method.

microgridoptimized dispatchingimperialist competitive algorithmgaussian variationcauchy variation

陈海旭、余畅文、卢银均、陈磊、马小龙、刘闯、刘炬

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三峡大学电气与新能源学院,湖北宜昌 443000

国网福建省电力有限公司福州供电公司,福建福州 350000

国网湖北省电力有限公司荆门供电公司,湖北荆门 448000

微电网 优化调度 帝国竞争算法 高斯变异 柯西变

国家自然科学基金资助项目

51907104

2024

电气自动化
上海电气自动化设计研究所有限公司 上海市自动化学会

电气自动化

CSTPCD
影响因子:0.377
ISSN:1000-3886
年,卷(期):2024.46(1)
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