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Lagrangian Relaxation & Unit Commitment
Dosse, Benjamin
2025QuantOM Seminar
 

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Keywords :
Unit Commitment; Heuristics; Lagrangian; Stochastic Unit Commitment
Abstract :
[en] Stochastic Unit Commitment problem is a stochastic MIP that must be solved frequently by TSO (Transmission System Operator) in order to produce as much power as the load demand at the lowest price. Such problem cannot be solved at optimality in a timely manner with a realistic number of power generation unit, and heuristics have to be employed to tackle this problem. The tutorial exposes the theoretic framework underlying the Lagrangian relaxation, and provide an application to the Stochastic Unit Commitment problem.
Disciplines :
Quantitative methods in economics & management
Author, co-author :
Dosse, Benjamin  ;  Université de Liège - ULiège > HEC Liège : UER > UER Opérations
Language :
English
Title :
Lagrangian Relaxation & Unit Commitment
Publication date :
28 August 2025
Event name :
QuantOM Seminar
Event place :
Liège, Belgium
Event date :
28 August 2025
Development Goals :
7. Affordable and clean energy
Available on ORBi :
since 29 October 2025

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