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An Integrated Method for Estimation with Superimposed Failure Data

Shuguang Song, Min Xie

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

Abstract

In this paper, a new integrated algorithm is proposed to estimate the superposed renewal processes (SRP) by considering both failure data configurations for the first few observed failures and inter-failure time asymptotic distribution for rest observed failures. Simulation studies are provided to show that the proposed method performs well. Also, we derive the log-likelihood function of this integrated method for censored data and present some simulation studies to verify the approach.
Original languageEnglish
Title of host publication2018 IEEE International Conference on Prognostics and Health Management (ICPHM)
PublisherIEEE
ISBN (Electronic)978-1-5386-1165-4
DOIs
Publication statusPublished - Jun 2018
Event2018 IEEE International Conference on Prognostics and Health Management (ICPHM 2018): Enhancing Safety, Efficiency, Availability, and Effectiveness of Systems through PHM Technology and Application - Seattle, United States
Duration: 11 Jun 201813 Jun 2018
http://phmconf.org/documents/PHM%202018%20Brochure.pdf

Publication series

NameIEEE International Conference on Prognostics and Health Management, ICPHM

Conference

Conference2018 IEEE International Conference on Prognostics and Health Management (ICPHM 2018)
Abbreviated titleICPHM 2018
PlaceUnited States
CitySeattle
Period11/06/1813/06/18
Internet address

Research Keywords

  • integrated method
  • quantity per aircraft (QPA)
  • superimposed renewal process

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