DocumentCode
3665199
Title
Tight and compact MILP formulation for the thermal unit commitment problem
Author
Germán Morales-España;Jesus Latorre;Andres Ramos
Author_Institution
Electrical Sustainable Energy, Delft University of Technology, Netherlands
fYear
2015
fDate
7/1/2015 12:00:00 AM
Firstpage
1
Lastpage
1
Abstract
Summary form only given. 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
"Space exploration","Mixed integer linear programming","Power systems"
Publisher
ieee
Conference_Titel
Power & Energy Society General Meeting, 2015 IEEE
ISSN
1932-5517
Type
conf
DOI
10.1109/PESGM.2015.7285639
Filename
7285639
Link To Document