Power plant maintenance scheduling using ant colony optimization: an improved formulation

Power plant maintenance scheduling using ant colony optimization: an improved formulation

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Article ID: iaor2009989
Country: United Kingdom
Volume: 40
Issue: 4
Start Page Number: 309
End Page Number: 329
Publication Date: Apr 2008
Journal: Engineering Optimization
Authors: , ,
Keywords: energy, heuristics, heuristics: ant systems, heuristics: local search
Abstract:

It is common practice in the hydropower industry to either shorten the maintenance duration or to postpone maintenance tasks in a hydropower system when there is expected unserved energy based on current water storage levels and forecast storage inflows. It is therefore essential that a maintenance scheduling optimizer can incorporate the options of shortening the maintenance duration and/or deferring maintenance tasks in the search for practical maintenance schedules. In this article, an improved ant colony optimization–power plant maintenance scheduling optimization (ACO–PPMSO) formulation that considers such options in the optimization process is introduced.

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