Extended formulations for robust maintenance planning at power plants

Boris Detienne 1, 2
1 Realopt - Reformulations based algorithms for Combinatorial Optimization
LaBRI - Laboratoire Bordelais de Recherche en Informatique, IMB - Institut de Mathématiques de Bordeaux, Inria Bordeaux - Sud-Ouest
Abstract : We consider the large-scale power plant maintenance scheduling and production planning problem submitted by EDF to the 2010 Euro/Roadef Challenge. Electricity demand must be met by the combined production of nuclear power plants and thermic plants. The latter can operate continuously while the former have to be shut down regularly for refuelling and maintenance, and cannot produce during outage periods. In this model, we introduce uncertainty about the duration of maintenance operations: we assume that the durations of outages can be extended beyond their normal durations. The objective is to minimize the worst-case total power production cost. In the context of a rolling horizon approach, we investigate the impact of different hypotheses on the uncertainty set on the cost of the solutions and on the difficulty to obtain good solutions. Our solver uses an extended formulation of the problem, which is solved by column generation.
Type de document :
Communication dans un congrès
Gaspard Monge Program for Optimization : Conference on Optimization and Practices in Industry PGMO-COPI14, Oct 2014, Saclay, France. 2014
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https://hal.inria.fr/hal-01104728
Contributeur : Boris Detienne <>
Soumis le : lundi 19 janvier 2015 - 10:26:21
Dernière modification le : jeudi 11 janvier 2018 - 06:22:12

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  • HAL Id : hal-01104728, version 1

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Boris Detienne. Extended formulations for robust maintenance planning at power plants. Gaspard Monge Program for Optimization : Conference on Optimization and Practices in Industry PGMO-COPI14, Oct 2014, Saclay, France. 2014. 〈hal-01104728〉

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