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Decomposition and Feasibility Restoration for Cascaded Reservoir Management

  • Lamsid/EDF/R and D
  • ISIMS & LT2S/CRNS
  • Sfax University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We consider the Unit Commitment subproblem dedicated to hydro valley management, also known as Hydro Unit Commitment Problem (HUCP). The problem consists in finding an optimal hydro schedule for hydro valleys composed of head-dependent reservoirs for a short term period in which the electricity prices and the inflows are forecasted. We propose a Mixed Integer Linear Programming (MILP) formulation for the problem. Then, we solve it using a Lagrangian relaxation based decomposition combined with local branching used to restore feasibility. Preliminary computations show promising results.

Original languageEnglish
Title of host publicationOptimization and Decision Science
Subtitle of host publicationMethodologies and Applications, ODS
EditorsAntonio Sforza, Claudio Sterle
PublisherSpringer New York LLC
Pages629-637
Number of pages9
ISBN (Print)9783319673073
DOIs
Publication statusPublished - 1 Jan 2017
EventInternational Conference on Optimization and Decision Science, ODS 2017 - Sorrento, Italy
Duration: 4 Sept 2017 → 7 Sept 2017

Publication series

NameSpringer Proceedings in Mathematics and Statistics
Volume217
ISSN (Print)2194-1009
ISSN (Electronic)2194-1017

Conference

ConferenceInternational Conference on Optimization and Decision Science, ODS 2017
Country/TerritoryItaly
CitySorrento
Period4/09/17 → 7/09/17

Keywords

  • Decomposition
  • Hydro unit commitment
  • Local branching

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