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Tight and compact MILP formulation of start-up and shut-down ramping in unit commitment

G. Morales-España, J.M. Latorre, A. Ramos

IEEE Transactions on Power Systems Vol. 28, nº. 2, pp. 1288 - 1296

Summary:

This paper presents a Mixed-Integer Linear Programming (MILP) formulation of Start-Up (SU) & Shut-Down (SD) power trajectories of thermal units. Multiple SU powertrajectories and costs are modeled according to how long the unit has been offline. The proposed formulation significantly reduces the computational burden in comparison with others commonly found in the literature. This is because the formulation is i) tighter, i.e. the relaxed solution is nearer to the optimal integer solution; and ii) more compact, i.e. it needs fewer constraints, variables and non-zero elements in the constraint matrix. For illustration, the self-Unit-Commitment problem faced by a thermal unit is employed. We provide computational results comparing the proposed formulation with others found in the literature.


Keywords: Mixed-integer linear programming, start-up & shut-down ramps, thermal units, unit commitment.


JCR Impact Factor and WoS quartile: 3,530 - Q1 (2013); 6,600 - Q1 (2022)

DOI reference: DOI icon https://doi.org/10.1109/TPWRS.2012.2222938

Published on paper: May 2013.

Published on-line: November 2012.



Citation:
G. Morales-España, J.M. Latorre, A. Ramos, Tight and compact MILP formulation of start-up and shut-down ramping in unit commitment. IEEE Transactions on Power Systems. Vol. 28, nº. 2, pp. 1288 - 1296, May 2013. [Online: November 2012]


    Research topics:
  • *Short-Term Operation, Market Bidding and Operating Reserves
  • *Modeling, simulation and optimization

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