西安航空学院学报
西安航空學院學報
서안항공학원학보
Journal of XIAN Aeronautical University
2015年
3期
7-10
,共4页
龙江%吴瑞%尚泽译%赵鹏
龍江%吳瑞%尚澤譯%趙鵬
룡강%오서%상택역%조붕
基线%回归分析%偏差值%航空发动机%健康监控
基線%迴歸分析%偏差值%航空髮動機%健康鑑控
기선%회귀분석%편차치%항공발동궤%건강감공
baseline%regression analysis%deviation%aero-engine%health monitoring
以Rolls‐Royce公司的T rent700发动机为研究对象,采用基于航空发动机状态数据及其偏差量反推的方法来建立航空发动机基线求解模型。以经过标准化修正后的发动机状态数据的测量值以及测量值对应的厂家提供的偏差值作为已知量,利用已知量与基线值的函数关系反推出发动机状态参量基线值点序列,再利用回归分析方法对点序列进行拟合得到最终的基线方程。通过对比由挖掘得到的基线方程解算的偏差值与厂家系统解算的偏差值可知,建立的基线方程精度能够满足实际运用要求。
以Rolls‐Royce公司的T rent700髮動機為研究對象,採用基于航空髮動機狀態數據及其偏差量反推的方法來建立航空髮動機基線求解模型。以經過標準化脩正後的髮動機狀態數據的測量值以及測量值對應的廠傢提供的偏差值作為已知量,利用已知量與基線值的函數關繫反推齣髮動機狀態參量基線值點序列,再利用迴歸分析方法對點序列進行擬閤得到最終的基線方程。通過對比由挖掘得到的基線方程解算的偏差值與廠傢繫統解算的偏差值可知,建立的基線方程精度能夠滿足實際運用要求。
이Rolls‐Royce공사적T rent700발동궤위연구대상,채용기우항공발동궤상태수거급기편차량반추적방법래건립항공발동궤기선구해모형。이경과표준화수정후적발동궤상태수거적측량치이급측량치대응적엄가제공적편차치작위이지량,이용이지량여기선치적함수관계반추출발동궤상태삼량기선치점서렬,재이용회귀분석방법대점서렬진행의합득도최종적기선방정。통과대비유알굴득도적기선방정해산적편차치여엄가계통해산적편차치가지,건립적기선방정정도능구만족실제운용요구。
With Rolls‐Royce's Trent 700 engine as the research object ,the working backward method based on the aero engine's condition data and condition data's deviations is used to establish the model to calculate this engine's baseline .T he engine condition data's measured value that has been standardized and their devi‐ations that are provided by the engine manufacturer are treated as known quantities .The functional rela‐tionship between the known quantities and baseline data is used to work backward the baseline value's con‐sequence of points .Then it employs regression analysis to process this consequence of points to fit the final baseline equation .T hrough the comparison betw een the deviations calculated by the baseline equation and the deviation calculated by the manufacturer's system ,it can be concluded that the accuracy of the baseline established here is high enough to meet the requirement of practical applications .