电力系统自动化
電力繫統自動化
전력계통자동화
AUTOMATION OF ELECTRIC POWER SYSTEMS
2012年
7期
22-26
,共5页
苗锐%陈国初%李月%徐余法%俞金寿
苗銳%陳國初%李月%徐餘法%俞金壽
묘예%진국초%리월%서여법%유금수
故障诊断%随机集%含糊集%证据理论%风力发电机
故障診斷%隨機集%含糊集%證據理論%風力髮電機
고장진단%수궤집%함호집%증거이론%풍력발전궤
fault diagnosis%random set%vague set%evidence theory%wind turbine
针对大型风力发电机故障信息的复杂性和不确定性,提出了基于随机集信任测度和似真测度的含糊化方法。该方法将故障样本模式和故障待检模式进行含糊化,利用随机集的信任测度和似真测度对待检模式和样本模式进行匹配,实现数据级融合;然后将匹配的结果作为证据理论的信任函数和似真函数,进行特征级融合;最后将融合结果作为决策级证据理论的证据进行最终融合,从而得出诊断结果。风力发电机的算例验证了该方法的合理性和有效性。
針對大型風力髮電機故障信息的複雜性和不確定性,提齣瞭基于隨機集信任測度和似真測度的含糊化方法。該方法將故障樣本模式和故障待檢模式進行含糊化,利用隨機集的信任測度和似真測度對待檢模式和樣本模式進行匹配,實現數據級融閤;然後將匹配的結果作為證據理論的信任函數和似真函數,進行特徵級融閤;最後將融閤結果作為決策級證據理論的證據進行最終融閤,從而得齣診斷結果。風力髮電機的算例驗證瞭該方法的閤理性和有效性。
침대대형풍력발전궤고장신식적복잡성화불학정성,제출료기우수궤집신임측도화사진측도적함호화방법。해방법장고장양본모식화고장대검모식진행함호화,이용수궤집적신임측도화사진측도대대검모식화양본모식진행필배,실현수거급융합;연후장필배적결과작위증거이론적신임함수화사진함수,진행특정급융합;최후장융합결과작위결책급증거이론적증거진행최종융합,종이득출진단결과。풍력발전궤적산례험증료해방법적합이성화유효성。
To deal with the complexity and uncertainty of wind turbine fault information,a vagueness method based on the belief measure and plausibility measure of random set is proposed.Firstly,it makes the sampled mode and detected mode vagueness,and matches the sample mode with detected mode through belief measure and plausibility measure to realize data fusion.Then the matched result is used as belief function and plausibility function of evidence theory to realize feature fusion.Finally,the fusion result is used as evidence to be fused in the decision-making step,thus it can give a precise diagnosis result.The wind turbine example verifies the rationality and effectiveness of the proposed method.