Volume 28 Issue 5
May  2013
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WANG Da-wei, WANG Wei, FENG Zhen-yu. Dynamic assessment model for MTBF of aero-engine based on fuzzy integral[J]. Journal of Aerospace Power, 2013, 28(5): 983-988.
Citation: WANG Da-wei, WANG Wei, FENG Zhen-yu. Dynamic assessment model for MTBF of aero-engine based on fuzzy integral[J]. Journal of Aerospace Power, 2013, 28(5): 983-988.

Dynamic assessment model for MTBF of aero-engine based on fuzzy integral

  • Received Date: 2012-05-22
  • Publish Date: 2013-05-28
  • The lag problem of reliability assessment of the aero-engine was studied aiming at the limitation existed in the traditional assessment methods.The dynamic aero-engine reliability assessment model was established by using fuzzy integral method.Reasonably fault samples of every stage for data fusion were used,which were key issues of dynamic assessment for aero-engine reliability.The failure intensity factor was introduced.The failure rectification process was expressed by the low half normal distribution function of failure intensity factor.Fuzzy density was obtained by the failure intensity factor.The reliability targets of aero-engine were fused using Choquet fuzzy integral method.Dynamic assessment for reliability targets of aero-engine was realized.The research results were applied to the small turbofan engine.Using Choquet fuzzy integral data fusion method for dynamic assessment can take the importance of each stage fault samples in consideration.The method provides scientific evaluation for the aero-engine reliability.

     

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  • [1]
    洪杰,王大伟,马艳红.航空发动机可靠性评估中故障样本时效性分析[J].北京航空航天大学学报,2009,35(12):1464-1467. HONG Jie,WANG Dawei,MA Yanhong.Time effectiveness analysis of fault samples for aero-engine reliability assessment[J].Journal of Beijing University of Aeronautics and Astronautics,2009,35(12):1464-1467.(in Chinese)
    [2]
    王大伟,马艳红,洪杰.基于危害度航空发动机可靠性评估模型及应用[J].北京航空航天大学学报,2008,34(8):883-886. WANG Dawei,MA Yanhong,HONG Jie.Reliability assessmentmodel and application for aero-engine based on criticality method[J].Journal of Beijing University of Aeronautics and Astronautics,2008,34(8):883-886.(in Chinese)
    [3]
    金向明,高德平,赵艳云.基于可靠性增长预测模型的航空发动机可靠性评估[J].航空动力学报,2010,25(6):1335-1339. JIN Xiangming,GAO Deping,ZHAO Yanyun.Reliability assessment of aero-engine based on the reliability growth forecast module[J].Journal of Aerospace Power,2010,25(6):1335-1339.(in Chinese)
    [4]
    刘永峰,郑海鹰.无失效数据的统计分析[J].浙江大学学报:理学版,2012,39(3):273-277. LIU Yongfeng,ZHENG Haiying.Statistical analysis about zero-failure date[J].Journal of Zhejiang University:Science Edition,2012,39(3):273-277.(in Chinese)
    [5]
    DU Jiong,FANG Xiangzhong.Tolerance interval for exponential distribution[J].Frontiers of Mathematics in China,2011,6(6):1059-1066.
    [6]
    Pham H,Lai C D.On recent generalizations of the Weibull distribution[J].IEEE Transactions on Reliability,2007,56(3):454-458.
    [7]
    徐自力,姜兴渭.威布尔分布三参数置信限估计及分布类型检验[J].航空学报,1996,17(4):477-479. XU Zili,JIANG Xingwei.The estimation of confidence limit of Weibull three parameter distribution and examination of distribution type[J].Acta Aeronautica et Astronautica Sinica,1996,17(4):477-479.(in Chinese)
    [8]
    Sugeno M.Theory of fuzzy integrals and its applications[D].Tokyo:Tokyo Institute of Technology,1974.
    [9]
    Chiang J H.Aggregating membership values by a Choquet-fuzzy-integral based operator[J].Fuzzy Sets and Systems,2000,114(3):367-375.
    [10]
    Tseng F,Hu Y.Partitioned fuzzy integral nested logit model for the Taiwan's internet telephony market[J].International Journal of Computer Mathematics,2009,86(8):1283-1299.
    [11]
    黄洁,李弼程,赵拥军.基于Choquet模糊积分的目标威胁评估方法[J].信息工程大学学报,2012,13(1):18-21. HUANG Jie,LI Bicheng,ZHAO Yongjun.Target threat assessment based on Choquet fuzzy integral[J].Journal of Information Engineering University,2012,13(1):18-21.(in Chinese)
    [12]
    Tahani H,Keller J M.Information fusion in computer vision using the fuzzy integral[J].Transactions on Systems,Man,and Cybernetics,1990,20(3):733-741.
    [13]
    Auephanwiriyakul S,Keller J M,Gader P D.Generalized Choquet fuzzy integral fusion[J].Information Fusion,2002,3(1):69-85.
    [14]
    Yang R,Wang Z Y,Heng P A.Fuzzy numbers and fuzzification of the Choquet integral[J].Fuzzy Sets and Systems,2005,153(1):95-113.
    [15]
    黄景德,郝学良.基于模糊积分的潜隐性故障状态转移过程分析[J].大连交通大学学报,2011,32(6):68-71. HUANG Jingde,HAO Xueliang.State transition process of hidden failures based on fuzzy integral[J].Journal of Dalian Jiaotong University,2011,32(6):68-71.(in Chinese)
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