Volume 39 Issue 6
Jun.  2013
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Pan Xiaoxi, Kang Rui. Identification method of failure mechanism consistency for accelerated testing based on grey forecasting[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, (6): 787-791,797. (in Chinese)
Citation: Pan Xiaoxi, Kang Rui. Identification method of failure mechanism consistency for accelerated testing based on grey forecasting[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, (6): 787-791,797. (in Chinese)

Identification method of failure mechanism consistency for accelerated testing based on grey forecasting

  • Received Date: 13 Jul 2012
  • Publish Date: 30 Jun 2013
  • Consistency of failure mechanism identification is one of the preconditions of correctness of accelerated testing design. The existing identification methods of failure mechanism consistency are based on data from accelerated testing which can not guide the design of accelerated testing. Therefore, the method based on data from enhancement testing is needed. The method proposed was based on grey prediction for lack of data from enhancement testing in engineering. The new identification method and flow of failure mechanism was also given. According to the combination of GM(1,1) and equal dimension model, the change point of trend of data from enhancement testing was found, as well as the level of consistency of failure mechanism before the accelerated testing. Finally, the feasibility of the method was validated by a practical example on accelerometer.

     

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  • [1]
    Pan Xiaoxi,Huang Xiaokai,Chen Yunxia,et al.Connotation of failure mechanism consistency and identification method for accelerated testing[C]//PHM-2011 Shenzhen Conference.Shenzhen: IEEE Computer Society,2011: 1-7
    [2]
    Hu J M,Barker D,Dasgupta A,et al.Role of failure-mechanism identification in accelerated testing[J].Institute of Environmental Sciences & Technology,1993,36(4):39-45
    [3]
    郭春生,谢雪松,马卫东,等.加速试验中失效机理一致性的判别方法[J].半导体学报,2006,27(3):560-563
    Guo Chunsheng,Xie Xuesong,Ma Weidong,et al.A failure-mechanism identification method in accelerated testing[J].Chinese Journal of Semiconductors,2006,27(3):560-563(in Chinese)
    [4]
    Cui Helen.Accelerated temperature cycle test and coffin-manson model for electronic packaging[C]//Reliability and Maintainability Symposium,Proceedings Annual.Alexandria,VA,United States: Institute of Electrical and Electronics Engineers Inc,2005:556-560
    [5]
    张春华.步降应力加速寿命试验的理论和方法[D].长沙:国防科学技术大学研究生院,2002
    Zhang Chunhua.Theory and method of step-down-stress accelerated life testing[D].Changsha: National University of Defense Technology,2002(in Chinese)
    [6]
    周源泉,翁朝曦,叶喜涛.论加速系数与失效机理的不变的条件(I)——寿命型随机变的情况[J].系统工程与电子技术,1996(1):55-67
    Zhou Yuanquan,Weng Zhaoxi,Ye Xitao.Study on accelerated factor and condition for constant failure mechanism(I)—the case for lifetime is a random variable[J].Systems Engineering and Electronics,1996(1):55-67(in Chinese)
    [7]
    周源泉,翁朝曦,叶喜涛.论加速系数与失效机理的不变的条件(II)——失效为计数过程的情况[J].系统工程与电子技术,1996(3):68-75
    Zhou Yuanquan,Weng Zhaoxi,Ye Xitao.Study on accelerated factor and condition for constant failure mechanism(II)—the case for failure follows counting process [J].Systems Engineering and Electronics,1996(3):68-75(in Chinese)
    [8]
    孙祝岭.失效机理不变的一个条件[J].电子产品可靠性与环境试验,2008,26(4):6-8
    Sun Zhuling.A condition for constant failure mechanism[J].Electronic Product Reliability and Environmental Testing,2008,26(4):6-8(in Chinese)[9] 孙祝岭.失效机理不变的假设检验[J].电子产品可靠性与环境试验,2009,27(2):1-5
    Sun Zhuling.Hypothesis testing for constant failure mechanism[J].Electronic Product Reliability and Environmental Testing,2009,27(2):1-5(in Chinese)
    [9]
    吴鸿兵,林震.某电容器加速贮存寿命试验设计研究[J].环境适应性和可靠性,2007(5):17-21
    Wu Hongbing,Lin Zhen.Design research of certain capacitor accelerated storage life testing[J].Environmental Apartability& Reliability,2007(5):17-21(in Chinese)
    [10]
    朱立群,李敏伟,刘慧丛,等.高强度钢表面镀锌、镉层加速腐蚀试验研究[J].航空学报,2006,27(2):341-346
    Zhu Liqun,Li Minwei,Liu Huicong,et al.Research of accelerated corrosion test of zinc,cadmium coating on high strength steel[J].Acta Aeronautica et Astronautica Sinica,2006,27(2):341-346(in Chinese)
    [11]
    Kim Jungwoo,Yoon Dongcheol,Jeon Minseok,et al.Degradation behaviors and failure analysis of Ni-BaTiO3 base-metal electrode multilayer ceramic capacitors under highly accelerated life test[J].Current Applied Physics,2010,10(5):1297-1301
    [12]
    Deng Julong.Control problems of grey systems [J].Systems & Control Letters,1982,1(5):288-294
    [13]
    邓聚龙.灰色系统基本方法[M].2版.武汉:华中科技大学出版社,2005:2-4
    Deng Julong.The primary methods of grey system theory[M].2nd ed.Wuhan:Huazhong University of Science and Technology Press,2005:2-4(in Chinese)
    [14]
    刘思峰,党耀国,方志耕.灰色系统理论及其应用[M].北京:科学出版社,2004
    Liu Sifeng,Dang Yaoguo,Fang Zhigeng.Theory and application of grey system theory[M].Beijing:Science Press,2004(in Chinese)
    [15]
    李小燕.基于灰色理论的电力负荷预测[D].武汉:华中科技大学,2007
    Li Xiaoyan.Electric power load forecasting based on grey theory[D].Wuhan:Huazhong University of Science and Technology,2007(in Chinese)
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