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Analysis of down times of jib cranes—A stochastic approach

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  • Avinash Dharmadhikari
  • S.R. Deshmukh

Abstract

In this paper a case study dealing with the maintenance problem of jib cranes is presented. A jib crane is viewed as a complex system whose performance is observed as a single realization over period of time. After pointing out limitations of existing stochastic models to analyze the observed realization a new family of bivariate stochastic processes is introduced. The data of jib crane is analyzed using new model and cross‐validated using part of the data set. It is noted that the new family of stochastic processes is useful to analyze bivariate data where one of the variables is finitely valued and the other is nonnegative and continuous. © 2002 Wiley Periodicals, Inc. Naval Research Logistics 49: 231–243, 2002; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/nav.10006

Suggested Citation

  • Avinash Dharmadhikari & S.R. Deshmukh, 2002. "Analysis of down times of jib cranes—A stochastic approach," Naval Research Logistics (NRL), John Wiley & Sons, vol. 49(3), pages 231-243, April.
    • Handle: RePEc:wly:navres:v:49:y:2002:i:3:p:231-243
    DOI: 10.1002/nav.10006
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    References listed on IDEAS

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    1. Jye Lu & Gouri Bhattacharyya, 1990. "Some new constructions of bivariate Weibull models," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 42(3), pages 543-559, September.
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