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A framework for condition monitoring and condition based maintenance

Scarf, PA 2007, 'A framework for condition monitoring and condition based maintenance' , Quality Technology & Quality Management Journal, 4 (2) , pp. 145-156.

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Abstract

This paper discusses a framework for determining appropriate condition based maintenance policy for an industrial system. The framework can be considered as providing practitioners with guidelines for condition based maintenance (CBM) management or as the first step in the development of an expert system for CBM management. The framework proposes that components of the system of interest be classified using multi-dimensional Pareto analysis, with this classification then indicating appropriate maintenance actions. For a particular component, condition based maintenance may then be an appropriate action. In this case, it is proposed that a binary decision tree is used to suggest an appropriate condition based maintenance decision model for the component. Such decision models are briefly reviewed. The ideas in the paper are illustrated throughout using examples from condition based maintenance and maintenance modelling in general.

Item Type: Article
Uncontrolled Keywords: Condition monitoring, condition based maintenance, proportional hazards modeling
Themes: Energy
Schools: Colleges and Schools > College of Business & Law > Salford Business School > Operations and Information Management
Journal or Publication Title: Quality Technology & Quality Management Journal
Refereed: Yes
ISSN: 1684-3703
Depositing User: Dr Philip Scarf
Date Deposited: 06 Oct 2011 10:52
Last Modified: 28 Jul 2015 17:37
URI: http://usir.salford.ac.uk/id/eprint/17932

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