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Optimisation of Preventive Maintenance Scheduling under Heterogeneous Policy

원문정보

초록

영어

The effect of maintenance activities on the component of a system could either be perfect or imperfect. A perfect maintenance implies that the condition of the component is as good as new while imperfect implies that its condition has improved to a certain degree. Real engineering system problems in this domain usually consist of components with varying maintenance policies; perfect and imperfect. It is usually easier to optimise or analyse a system when subjected to homogeneous preventive maintenance (PM) policy; either solely perfect or imperfect. This paper investigates the optimisation of a heterogeneous (both perfect and imperfect) PM policy by using respective evaluation models and establishing a variant of the non-dominated sorting genetic algorithm (NSGA) II for the problem.

목차

Abstract
 1. Introduction
 2. Evaluation Models
  2.1. Perfect Preventive Maintenance (PPM) Models
  2.2. Imperfect Preventive Maintenance (IPM) Models
 3. Defining the Optimisation Problem
  3.1. Optimisation Algorithm
 4. Case Study
 5. Evaluations
  5.1. Results
 6. Conclusions
 References

저자정보

  • Shawulu Hunira Nggada Department of Computer Science, Faculty of Computing and Informatics, Namibia University of Science and Technology, Windhoek, Namibia

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