A method for determining equipment to be maintained based on comprehensive risk assessment of power system

2018 2nd International Workshop on Renewable Energy and Development

能源学;经济学

Zhou, Yingjian^1 ; Wang, Yong^1

Key Laboratory of Power System Intelligent Dispatch and Control, Ministry of Education, Shandong University, Jinan, China^1

关键词: Comprehensive risks;    Condition based maintenance;    Condition-based maintenance scheduling;    Maintenance risks;    Maintenance strategies;    Online monitoring;    Optimization researches;    Sequential Monte Carlo simulation;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/153/4/042026/pdf
DOI  :  10.1088/1755-1315/153/4/042026

来源: IOP

【 摘 要 】

With the development of on-line monitoring and condition-based maintenance, the optimization research of condition-based maintenance scheduling is getting more and more important. A reasonable maintenance strategy can save a lot of energy and reduce costs. This paper proposes a method to determine the equipment to be maintained, which is based on the comprehensive risk assessment of power system. First we build a mathematical model of maintenance based on comprehensive risk index. Then non-sequential Monte Carlo simulation and DC power flow optimization model are used to minimize the sum of failure risks and maintenance risks. Finally, the feasibility and validity of the proposed model is analyzed on the IEEE-RTS79 system.