Simulation-based maintenance support system for multi-functional complex systems

Simulation-based maintenance support system for multi-functional complex systems

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Article ID: iaor200972173
Country: United Kingdom
Volume: 19
Issue: 4
Start Page Number: 365
End Page Number: 378
Publication Date: Jun 2008
Journal: Production Planning and Control
Authors: , ,
Keywords: artificial intelligence: decision support, simulation: applications
Abstract:

We define a complex system with a complex structure that performs several functions as a multi-functional complex system, and represent it as a pseudo-tree structure using gates. In addition, we develop an object-oriented simulation model to estimate the reliability, availability, and maintainability of the multi-functional system with complex structures. We define attributes, methods, and events for objects and develop logics for the random number generation, breakdowns, maintenance, etc. for simulation. We obtain simulation statistics on availability, utilisation of repairmen and stock probability of spare parts. The user-friendly simulation model is implemented as simulation software using general object-oriented language. Its potentials for application are demonstrated in the case of a transfer crane, which can be considered a representative example of a multi-functional complex system.

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