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Maintenance is one of the most crucial areas of industrial organizations, which, when neglected, leads to frequent breakdowns, costly repairs and fast deterioration of valuable equipment, besides causing incalculable loss to production (Gupta and Tewari, 2007). Still it is a low priority when it comes to attention from data processing (Wilder and Cannon, 1993). Work on maintenance systems is not usually viewed as mission criteria. In the earlier stages of the industrial growth, the maintenance of the equipment used to be given attention only when the equipment suffered breakdowns as a result of some minor or major faults. Such breakdowns not only resulted in a serious production holdup but also used to upset the production flow of the industry where the other equipment also had to stand idle (Halawani and Burhanuddin, 2010). Nowadays, with the improvement of technology, moving towards automation and using machines for human work has speeded up, hence maintenance has become more important than ever (Carnero, 2006). Maintenance refers to keeping equipment at an acceptable level of performance or getting broken equipment to the production cycle (Gupta and Tewari, 2006).
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