水利水电技术2017，Vol.48Issue(2)：165-169,164,6.DOI:10.13928/j.cnki.wrahe.2017.02.028
基于灰色理论的海上风电机组齿轮箱故障模式及影响分析
Grey theory-based analysis on failure mode of offshore wind turbine gearbox and its impact
摘要
Abstract
Aiming at the uncertainty of the conventional method that the analysis on the failure mode of offshore wind turbine and its impact cannot be considered and the defect of that the accurate failure mode and its risk level cannot be obtained,the adoption of fuzzy method and grey theory can provide a theoretical basis for the status evaluation and preventive maintenance during its operation and maintenance.The three basic variables,i.e.probability of occurrence,severity and detectivity,in the method for the analysis made on the failure mode and its impact are described with the fuzzy linguistic term set,and then the triangular fuzzy number is selected for making the fuzzy linguistic term quantitative calculation and defuzzification on the grey correlations of all the failure modes,thus the risks are ordered,in which the relative importance among all the decisionmaking factors of the failure modes is considered as well.The result from the analysis made by taking the gearbox of an offshore wind turbine as an actual case shows that the calculation model can identify failure of the offshore turbine more precisely than that from the conventional method concerned,and then the allocation of the maintenance resources for offshore wind turbines can be optimized.关键词
海上风电机组/齿轮箱/故障模式/模糊方法/灰色理论/三角模糊数/风能Key words
offshore wind turbines/gearbox/failure mode/fuzzy method/grey theory/triangular fuzzy number/wind power分类
信息技术与安全科学引用本文复制引用
杜尊峰,朱海明,唐广银..基于灰色理论的海上风电机组齿轮箱故障模式及影响分析[J].水利水电技术,2017,48(2):165-169,164,6.基金项目
国家自然科学基金项目(51109158) （51109158）
天津市应用基础与前沿技术研究计划(14JCQNJC07600) （14JCQNJC07600）
天津大学自主创新基金(2013XRG-0039) （2013XRG-0039）
水利工程仿真与安全国家重点实验室开放基金(HESS-1307) （HESS-1307）
