Some Extended Geometric Processes and Their Estimation Methods

被引:0
|
作者
Yin, Jiaqi [1 ]
Wu, Shaomin [1 ]
机构
[1] Univ Kent, Kent Business Sch, Canterbury, Kent, England
来源
2022 4TH INTERNATIONAL CONFERENCE ON SYSTEM RELIABILITY AND SAFETY ENGINEERING, SRSE | 2022年
关键词
Geometric process; Reliability; Stochastic process; Parameter estimations; Model performance; PROCESS MODEL; STATISTICAL-INFERENCE;
D O I
10.1109/SRSE56746.2022.10067726
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Modelling the failure process of a system is one of the most important problems in the reliability and maintenance research community. The geometric process (GP) is widely used for modelling the failure process because it can describe the phenomenon that the working times after repairs become shorter and shorter. This article reviews the geometric process and its extensions based on existing research. It also reviewd relevant methods for estimating parameters, model performances, and widely used distributions for times to first failures. Future challenges for the GP-like processes will be discussed.
引用
收藏
页码:249 / 253
页数:5
相关论文
共 50 条
  • [1] ON SOME CHARACTERISTICS OF GEOMETRIC PROCESSES
    Antonov, A.
    Chepurko, V.
    JOURNAL OF RELIABILITY AND STATISTICAL STUDIES, 2012, 5 : 1 - 14
  • [2] Some Limit Theorems in Geometric Processes
    Yeh Lam
    Yao-hui Zheng
    Yuan-lin Zhang
    Acta Mathematicae Applicatae Sinica, English Series, 2003, 19 (3): : 405 - 416
  • [3] Some Limit Theorems in Geometric Processes
    Yeh Lam
    Acta Mathematicae Applicatae Sinica(English Series), 2003, (03) : 405 - 416
  • [4] Geometric-Like Processes: An Overview and Some Reliability Applications
    Arnold, Richard
    Chukova, Stefanka
    Hayakawa, Yu
    Marshall, Sarah
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2020, 201
  • [5] Properties of the geometric and related processes
    Braun, WJ
    Li, W
    Zhao, YQQ
    NAVAL RESEARCH LOGISTICS, 2005, 52 (07) : 607 - 616
  • [6] A new extended Frechet model with different estimation methods and applications
    Elgarhy, Mohammed
    Kayid, Mohamed
    Elbatal, Ibrahim
    Muhammad, Mustapha
    HELIYON, 2024, 10 (16)
  • [7] Estimation of the parameters of the gamma geometric process
    Kara, Mahmut
    Guven, Gamze
    Senoglu, Birdal
    Aydogdu, Halil
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2022, 92 (12) : 2525 - 2535
  • [8] Comparison of estimation methods for the Marshall-Olkin extended Lindley distribution
    do Espirito Santo, A. P. J.
    Mazucheli, J.
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2015, 85 (17) : 3437 - 3450
  • [9] Bayesian estimation for geometric process with the Weibull distribution
    Usta, Ilhan
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2024, 53 (05) : 2527 - 2553
  • [10] Semiparametric inference for an extended geometric failure rate reduction model
    Dauxois, J. -Y.
    Gasmi, S.
    Gaudoin, O.
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2019, 199 : 14 - 28