Optimisation of maintenance scheduling strategies on the grid

Optimisation of maintenance scheduling strategies on the grid

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Article ID: iaor20107543
Volume: 180
Issue: 1
Start Page Number: 213
End Page Number: 231
Publication Date: Nov 2010
Journal: Annals of Operations Research
Authors: , , ,
Keywords: maintenance, repair & replacement, scheduling, engineering
Abstract:

The emerging paradigm of Grid Computing provides a powerful platform for the optimisation of complex computer models, such as those used to simulate real-world logistics and supply chain operations. This paper introduces a Grid-based optimisation framework that provides a powerful tool for the optimisation of such computationally intensive objective functions. This framework is then used in the optimisation of maintenance scheduling strategies for fleets of aero-engines, a computationally intensive problem with a high-degree of stochastic noise, achieving substantial improvements in the execution time of the algorithm.

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