$\require{mediawiki-texvc}$

연합인증

연합인증 가입 기관의 연구자들은 소속기관의 인증정보(ID와 암호)를 이용해 다른 대학, 연구기관, 서비스 공급자의 다양한 온라인 자원과 연구 데이터를 이용할 수 있습니다.

이는 여행자가 자국에서 발행 받은 여권으로 세계 각국을 자유롭게 여행할 수 있는 것과 같습니다.

연합인증으로 이용이 가능한 서비스는 NTIS, DataON, Edison, Kafe, Webinar 등이 있습니다.

한번의 인증절차만으로 연합인증 가입 서비스에 추가 로그인 없이 이용이 가능합니다.

다만, 연합인증을 위해서는 최초 1회만 인증 절차가 필요합니다. (회원이 아닐 경우 회원 가입이 필요합니다.)

연합인증 절차는 다음과 같습니다.

최초이용시에는
ScienceON에 로그인 → 연합인증 서비스 접속 → 로그인 (본인 확인 또는 회원가입) → 서비스 이용

그 이후에는
ScienceON 로그인 → 연합인증 서비스 접속 → 서비스 이용

연합인증을 활용하시면 KISTI가 제공하는 다양한 서비스를 편리하게 이용하실 수 있습니다.

Designing adaptive accelerated life tests using Bayesian methods

Quality and reliability engineering international, v.33 no.8, 2017년, pp.2269 - 2279  

Xiang, Shihu (School of Reliability and Systems Engineering, Beihang University, Beijing, China) ,  Yang, Jun (School of Reliability and Systems Engineering, Beihang University, Beijing, China) ,  Shen, Lijuan (China Electric Power Research Institute, Beijing, China)

Abstract ▼ AI-Helper 아이콘AI-Helper

AbstractThe traditional constant‐stress accelerated life test may encounter the problem of no or a few failures at the low stress level, if the test is stopped after a fixed period. Insufficient failures usually make it difficult to estimate reliability characteristics and to discover design d...

주제어

#adaptive plan   #Bayesian methods   #genetic algorithm   #large‐sample approximation   #Monte Carlo integration  

참고문헌 (37)

  1. Meeker WQ , Escobar LA . Statistical Methods for Reliability Data . New York : John Wiley & Sons, Inc. ; 1998 . 

  2. Yang GB . Life Cycle Reliability Engineering . Hoboken, NJ : John Wiley & Sons, Inc. ; 2007 . 

  3. Nelson W . Accelerated Testing Statistical Models, Test Plans, and Data Analyses . Hoboken, NJ : John Wiley & Sons, Inc. ; 2004 . 

  4. Jiang TM . Reliability and Life Test . Beijing, China : National Defense Industry Press ; 2012 . 

  5. Liu X , Tang LC . Planning sequential constant‐stress accelerated life tests with stepwise loaded auxiliary acceleration factor . J Stat Plann Inference . 2010 ; 140 ( 7 ): 1968 ‐ 1985 . 

    상세보기

  6. Zhang Y , Meeker WQ . Bayesian methods for planning accelerated life tests . Dent Tech . 2006 ; 48 ( 1 ): 49 ‐ 60 . 

  7. Nelson W , Kielpinski TJ . Theory for optimum censored accelerated life tests for normal and lognormal life distributions . Dent Tech . 1976 ; 18 ( 1 ): 105 ‐ 114 . 

  8. Nelson W , Meeker WQ . Theory for optimum accelerated censored life tests for Weibull and extreme value distributions . Dent Tech . 1978 ; 20 ( 2 ): 171 ‐ 177 . 

  9. Liu X . Planning of accelerated life tests with dependent failure modes based on a gamma frailty model . Dent Tech . 2012 ; 54 ( 4 ): 398 ‐ 409 . 

  10. Balakrishnan N , Ling MH . Best constant‐stress accelerated life‐test plans with multiple stress factors for one‐shot device testing under a Weibull distribution . IEEE Trans Reliability . 2014 ; 63 ( 4 ): 944 ‐ 952 . 

  11. Han D . Time and cost constrained optimal designs of constant‐stress and step‐stress accelerated life tests . Reliability Eng Syst Saf . 2015 ; 140 : 1 ‐ 14 . 

  12. Yeo KP , Tang LC . Planning step‐stress life‐test with a target acceleration‐factor . IEEE Trans Reliability . 1999 ; 48 ( 1 ): 61 ‐ 67 . 

  13. Xu AC , Tang YC . Reference optimality criterion for planning accelerated life testing . J Stat Plann Inference . 2015 ; 167 : 14 ‐ 26 . 

    상세보기

  14. Xu AC , Tang YC . A Bayesian method for planning accelerated life testing . IEEE Trans Reliability . 2015 ; 64 ( 4 ): 1383 ‐ 1392 . 

  15. Monroe EM , Pan R , Anderson‐Cook CM , Montgomery DC , Borror CM . A generalized linear model approach to designing accelerated life test experiments . Qual Reliability Eng Int . 2011 ; 27 ( 4 ): 595 ‐ 607 . 

  16. Monroe EM , Pan R , Anderson‐Cook CM , Montgomery DC , Borror CM . Sensitivity analysis of optimal designs for accelerated life testing . J Qual Technol . 2010 ; 42 ( 2 ): 121 ‐ 135 . 

    상세보기

  17. Yang T , Pan R . A novel approach to optimal accelerated life test planning with interval censoring . IEEE Trans Reliability . 2013 ; 62 ( 2 ): 527 ‐ 536 . 

  18. Pan R , Yang T , Seo K . Planning constant‐stress accelerated life tests for acceleration model selection . IEEE Trans Reliability . 2015 ; 64 ( 4 ): 1356 ‐ 1366 . 

  19. Meeker WQ . A comparison of accelerated life test plans for Weibull and lognormal distributions and type I censoring . Dent Tech . 1984 ; 26 ( 2 ): 157 ‐ 171 . 

  20. Yang GB , Jin L . Best compromise test plans for Weibull distributions with different censoring times . Qual Reliability Eng Int . 1994 ; 10 ( 5 ): 411 ‐ 415 . 

  21. Tang LC , Xu K . A multiple objective framework for planning accelerated life tests . IEEE Trans Reliability . 2005 ; 54 ( 1 ): 58 ‐ 63 . 

  22. Wetherill GB , Glazebrook KD . Sequential Method in Statistics . London, UK : Chapman and Hall ; 1986 . 

  23. Michlin YH , Meshkov L , Grunin I . Improvement on “sequential testing” in MIL‐HDBK‐781A and IEC 61124 . IEEE Trans Reliability . 2008 ; 57 ( 2 ): 379 ‐ 387 . 

  24. Tang LC , Liu X . Planning and inference for a sequential accelerated life test . J Qual Technol . 2010 ; 42 ( 1 ): 103 ‐ 118 . 

    상세보기

  25. Yuan T , Liu X , Kuo W . Planning simple step‐stress accelerated life tests using Bayesian methods . IEEE Trans Reliability . 2011 ; 61 ( 1 ): 254 ‐ 263 . 

  26. Pasanisi A , Keller M , Parent E . Estimation of a quantity of interest in uncertainty analysis: some help from Bayesian decision theory . Reliability Eng Syst Saf . 2012 ; 100 : 93 ‐ 101 . 

  27. Liu X , Tang LC . A Bayesian optimal design for accelerated degradation tests . Qual Reliability Eng Int . 2010 ; 26 ( 8 ): 863 ‐ 875 . 

  28. Hong YL , King C , Zhang Y , Meeker WQ . Bayesian life test planning for the log‐location‐scale family of distributions . Stat Preprints 2014 . 

  29. Ma HM , Meeker WQ . Optimum step‐stress accelerated life test plans for log‐location‐scale distributions . Naval Res Logistics . 2008 ; 55 ( 6 ): 551 ‐ 562 . 

  30. Liu X , Tang LC . Planning accelerated life tests under scheduled inspections for log‐location‐scale distributions . IEEE Trans Reliability . 2013 ; 62 ( 2 ): 515 ‐ 526 . 

  31. Nelson W . Accelerated life testing—step‐stress models and data analyses . IEEE Trans Reliability . 1980 ; R‐29 ( 2 ): 103 ‐ 108 . 

  32. Kwon YI . A Bayesian life test sampling plan for products with Weibull lifetime distribution sold under warranty . Reliability Eng Syst Saf . 1996 ; 53 ( 1 ): 61 ‐ 66 . 

  33. Ganguly A , Kundu D , Mitra S . Bayesian analysis of a simple step‐stress model under Weibull lifetimes . IEEE Trans Reliability . 2014 ; 64 ( 1 ): 473 ‐ 485 . 

  34. Xu A , Basu S , Tang Y . A full Bayesian approach for masked data in step‐stress accelerated life testing . IEEE Trans Reliability . 2014 ; 63 ( 3 ): 798 ‐ 806 . 

  35. Yuan T , Liu X . Bayesian planning of optimal step‐stress accelerated life test . In Reliability and Maintainability Symposium, 2011 Proceedings—Annual . 

  36. Hamada M , Martz HF , Reese CS , Wilson AG . Finding near‐optimal Bayesian experimental designs via genetic algorithm . The American Statistician . 2001 ; 55 ( 3 ): 175 ‐ 181 . 

  37. Levitin G . The Universal Generating Function in Reliability Analysis and Optimization . London : Springer‐Verlag Limited ; 2005 . 

관련 콘텐츠

저작권 관리 안내
섹션별 컨텐츠 바로가기

AI-Helper ※ AI-Helper는 오픈소스 모델을 사용합니다.

AI-Helper 아이콘
AI-Helper
안녕하세요, AI-Helper입니다. 좌측 "선택된 텍스트"에서 텍스트를 선택하여 요약, 번역, 용어설명을 실행하세요.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.

선택된 텍스트

맨위로