基于PSO算法构建环状母线电网故障自愈系统
摘要:为了提高电网故障自愈系统所产生的社会效益,对电网故障自愈系统中存在的各个因素进行了详细分析,并提出了影响电网故障自愈系统的社会效益系数。通过将自愈负荷量、分断开关操作代价以及社会效益综合,构建电网故障自愈系统的目标函数,利用多目标PSO算法对目标函数进行了分析和评估,并在环状母线的基础上对电网故障自愈系统目标函数进行了验证,最终得出本文提出的电网故障自愈系统目标函数具有较强的收敛性,社会效益得到大幅提高。
关键词:PSO算法自愈系统环状母线智能电网
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[4] 王娟娟,王宏安.基于多智能体混合调度的电网自愈系统[J].计算机研究与发展,2017,54(4):720-730.
[5] Al-Rubaye S ,J Rodriguez,Al-Dulaimi A ,et al.Enabling Digital Grid for Industrial Revolution:Self-Healing Cyber Resilient Platform[J].IEEE Network,2019,PP(99):1-7.
[6] 沈重威.10kV单母线分段环形接线方式下备自投装置的应用[J].电力科学与技术学报,2011(1):116-119.
[7] PARK,J D,Candelaria,et al.DC Ring-Bus Microgrid Fault Protection and Identification of Fault Location.[J].IEEE Transactions on Power Delivery,2013,28(4):2574-2584.
[8] 王向红,钱文姝.基于改进PSO算法的微电网调度方法[J].电网与清洁能源,2017(7),53-57.
[9] 李升健,黄灿英,陈艳.基于改进PSO-BP网络的配电网故障选线与测距[J].沈阳工业大学学报,2019,41(1):6-11.
[10] SREEKUMAR S ,KUMAR D S ,SAVIER J S .A Case Study on Self Healing of Smart Grid with Islanding and Inverter Volt-VAR function[J].IEEE Transactions on Industry Applications,2020,PP(99):1-1.
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[15] 邹玙琦,杨国华,郑豪丰,等.基于改进小生境PSO算法的综合能源系统调度[J].电力系统及其自动化学报,2020,32(7):47-52+60.
Construction of Self-healing System for Ring-bus Power Grid Based on PSO Algorithm
Abstract: In order to improve the social benefits produced by the power grid self-healing system, the factors existing in the power grid self-healing system are analyzed in detail, and the social benefit coefficient affecting the power grid self-healing system is proposed. The objective function of power grid self-healing system is constructed by combining self-healing load, operation cost of breaking switch and social benefits. The multi-objective PSO algorithm is used to analyze and evaluate the objective function, and the objective function of the power grid self-healing system is verified on the basis of the ring-bus. Finally, it is concluded that the objective function of the power grid self-healing system proposed in this paper has strong convergence, and the social benefits are greatly improved.
Keywords: PSO algorithm; self-healing system; ring bus; smart grid;
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