OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

Towards a hybrid approach for intra-daily recourse strategies

Rachelson, Emmanuel Towards a hybrid approach for intra-daily recourse strategies. (2011) In: Conference on Optimization and Practices in Industry (COPI'11), 23 November 2011 - 25 November 2011 (Paris, France).

[img]
Preview
(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
323kB

Abstract

This paper highlights continued work on the question of combining Supervised Learning (SL) and Mixed Integer Programming (MIP) in order to solve intra-daily recourse strategies computation problems, in the field of energy management. Our goal is twofold. On the one hand we wish to share with the research community which are the hot open problems associated with the hybrid method developed in [3]. On the other hand, we highlight and analyze, and introduce solution methods for three key methodological bottlenecks related to the questionof predicting which power units are the most important ones for these recourse strategies, in order to make the optimization process compatible with operational constraints.

Item Type:Conference or Workshop Item (Paper)
Audience (conference):International conference without published proceedings
Uncontrolled Keywords:
Institution:Other partners > EDF (FRANCE)
Statistics:download
Deposited By: Emmanuel Rachelson
Deposited On:29 Nov 2017 13:37

Repository Staff Only: item control page