• DocumentCode
    105322
  • Title

    Tight and Compact MILP Formulation for the Thermal Unit Commitment Problem

  • Author

    Morales-Espana, German ; Latorre, Jesus M. ; Ramos, Angel

  • Author_Institution
    Inst. for Res. in Technol. (IIT), Univ. Pontificia Comillas, Madrid, Spain
  • Volume
    28
  • Issue
    4
  • fYear
    2013
  • fDate
    Nov. 2013
  • Firstpage
    4897
  • Lastpage
    4908
  • Abstract
    This paper presents a mixed-integer linear programming (MILP) reformulation of the thermal unit commitment (UC) problem. The proposed formulation is simultaneously tight and compact. The tighter characteristic reduces the search space and the more compact characteristic increases the searching speed with which solvers explore that reduced space. Therefore, as a natural consequence, the proposed formulation significantly reduces the computational burden in comparison with analogous MILP-based UC formulations. We provide computational results comparing the proposed formulation with two others which have been recognized as computationally efficient in the literature. The experiments were carried out on 40 different power system mixes and sizes, running from 28 to 1870 generating units.
  • Keywords
    integer programming; linear programming; power generation dispatch; power generation scheduling; thermal power stations; UC problem; compact MILP formulation; generating units; mixed-integer linear programming reformulation; power system; thermal unit commitment problem; Computational modeling; Cost function; Linear programming; Power systems; Production; Spinning; Upper bound; Mixed-integer linear programming (MILP); strong lower bounds; thermal units; unit commitment (UC);
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2013.2251373
  • Filename
    6485014