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Optimizing power generation in the presence of micro-grids

van Ackooij Wim (wim.van.ackooij***at***gmail.com)
De Boeck JÚrome (jdeboeck***at***ulb.ac.be)
Detienne Boris (boris.detienne***at***u-bordeaux1.fr)
Pan Stefania (pan***at***lipn.univ-paris13.fr)
Poss Michael (michael.poss***at***lirmm.fr)

Abstract: In this paper we consider energy management optimization problems in a future wherein an interaction with micro-grids has to be accounted for. We will model this interaction through a set of contracts between the generation companies owning centralized assets and the micro-grids. We will formulate a general stylized model that can, in principle, account for a variety of management questions such as unit-commitment. The resulting model, a bilevel stochastic mixed integer program will be numerically tackled through a novel preprocessing procedure. As a result the solution for the bilevel problem will be neither ``optimistic'' nor ``pessimistic''. We will numerically evaluate the difference of the resulting solution with the ``optimistic'' solution. We will also demonstrate the efficiency and potential of our methodology on a set of numerical instances.

Keywords: integer programming, power generation, bilevel optimization, stochastic optimization

Category 1: Applications -- Science and Engineering

Category 2: Integer Programming (0-1 Programming )

Category 3: Stochastic Programming

Citation:

Download: [PDF]

Entry Submitted: 06/20/2017
Entry Accepted: 06/20/2017
Entry Last Modified: 06/20/2017

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