NONHOMOGENEOUS POISSON PROCESS: RELIABILITY ANALYSIS OF A MINING EQUIPMENT

UZGÖREN N., Elevli S.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, cilt.25, sa.4, ss.827-837, 2010 (SCI-Expanded) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 25 Sayı: 4
  • Basım Tarihi: 2010
  • Dergi Adı: JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, TR DİZİN (ULAKBİM)
  • Sayfa Sayıları: ss.827-837
  • Anahtar Kelimeler: Reliability, nonhomogeneous poisson process, power law process, JAJARM-BAUXITE MINE, POWER-LAW PROCESS, MAINTAINABILITY ANALYSIS, REPAIRABLE EQUIPMENT, MAINTENANCE, MACHINES, SYSTEMS, MODELS, IRAN
  • Ondokuz Mayıs Üniversitesi Adresli: Evet

Özet

Before any reliability analysis, trend tests must be carried out to check whether the assumption of independent and identically distributed (iid) observations is satisfied or not. When trend is detected, Nonhomogenous Poisson Process (NHPP), which assumes that the Time Between Failures (TBF(s)) vary as a function of time, must be used to describe the trend. In this study, the tests for trend showed that times between successive failures for the mechanical systems of a dragline are not independent and identically distributed. Goodness-of-fit tests showed that the Power Law Process (PLP), a certain form of NHPP, provides a good fit to the failure data. Besides, expected failure number, predicted time to next failure and reliability for different time periods have been estimated by using the parameters of PLP.