Séguin Sara, Côté Pascal et Audet Charles. (2014). Short-term unit commitment and loading problem. GERAD.
Prévisualisation |
PDF
- Version acceptée
423kB |
URL officielle: https://www.gerad.ca/fr/papers/G-2014-21
Résumé
This paper presents a new method for solving the short-term unit commitment and loading problem of a hydropower system. Dynamic programming is used to compute maximum power output generated by a power plant. This information is then used as input of a two-phase optimization process. The first phase solves the relaxation of a nonlinear mixed-integer program in order to obtain the water discharge, reservoir volume and optimal number of units working at each period in the planning horizon. The second stage solves a linear integer problem to determine which combination of turbines to use at each period. The goal is to maximize total power produced over all periods of the planning horizon which consists of a week divided in hourly periods. Start-up of turbines are penalized. Numerical experiments are conducted on thirty different test cases for two Rio Tinto Alcan power plants with five turbines each.
Type de document: | Matériel non publié (rapport, etc.) |
---|---|
Date: | 2014 |
Lieu de publication: | Montréal, Qc |
Nombre de pages: | 14 |
Organisation: | GERAD |
Sujets: | Sciences naturelles et génie > Génie > Génie électrique et génie électronique Sciences naturelles et génie > Sciences mathématiques > Informatique |
Département, module, service et unité de recherche: | Départements et modules > Département d'informatique et de mathématique |
Mots-clés: | Hydro unit commitment and loading problem, optimization, nonlinear programming, linear integer programming, engagement de l'unité hydraulique et problème de chargement, optimisation, programmation non linéaire, programmation linéaire linéaire |
Déposé le: | 12 sept. 2018 00:35 |
---|---|
Dernière modification: | 12 sept. 2018 00:35 |
Éditer le document (administrateurs uniquement)