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Research on Operation and Maintenance for Offshore Wind Farm Based on Fuzzy Petri Net

ZHENG Xiao-xia, ZHANG Qin-yong, FU Yang, LI Dong-dong   

  1. (College of Electric Power and Automation Engineering, Shanghai University of Electric Power, Shanghai 200090, China)
  • Received:2012-07-30 Online:2013-10-15 Published:2013-10-14

基于模糊Petri网的海上风电场运行维护研究

郑小霞,张秦墉,符 杨,李东东   

  1. (上海电力学院电力与自动化工程学院,上海 200090)
  • 作者简介:郑小霞(1978-),女,副教授、博士,主研方向:系统仿真,故障诊断;张秦墉,硕士研究生;符 杨、李东东,教授、博士
  • 基金资助:
    国家“863”计划基金资助项目(2012AA051703);上海市科技攻关计划基金资助重点项目(10110502100);上海市教委重点学科建设基金资助项目(J51301);上海市教委科研创新基金资助项目(Z2010-64)

Abstract: In view of the time uncertainty of Operation and Maintenance(O&M) strategies for offshore wind farm and the lack of match description of net planning method, a new method for operation and maintenance strategies based on fuzzy Petri net is proposed. The uncertainty is represented as fuzzy-timing function and the computation of critical path is transformed into a problem of finding the solution by solving state equation based on Fuzzy-Timing Petri Net(FTPN). The possibility of O&M project completion is also discussed in the time restriction. The results show that FTPN can not only express the O&M project properly, but also give a formal representation and effective analysis.

Key words: offshore wind farm, fuzzy-timing, Petri net, critical path, Operation and Maintenance(O&M)

摘要: 针对海上风电场运行维护任务作业时间的不确定性及传统网络规划方法缺乏数学表达能力等问题,利用模糊Petri网对海上风电场运行维护策略进行研究。用模糊时间函数表示维护任务执行时间的不确定性,给出模糊时间Petri建模方法和模糊关键路径计算方法,在此基础上结合实例计算某故障发生后维护任务在约束条件下按时完工的可能性。结果表明,该方法可以正确、直观地表达运行维护任务,并能对其进行形式化描述和有效分析。

关键词: 海上风电场, 模糊时间, Petri网, 关键路径, 运行维护

CLC Number: