Alternating Current Optimal Power Flow with Generator Selection

Scozzari, Andrea; Tardella, Fabio; Liberti, Leo; Lee, Jon; Rinaldi, Giovanni; Mahjoub, A. Ridha

Keywords: semidefinite programming, dimensionality reduction, smart grid, Diagonal dominance

Abstract

We investigate a mixed-integer variant of the alternating current optimal flow problem. The binary variables activate and deactivate power generators installed at a subset of nodes of the electrical grid. We propose some formulations and a mixed-integer semidefinite programming relaxation, from which we derive two mixed-integer diagonally dominant programming approximation (inner and outer, the latter providing a relaxation). We discuss dimensionality reduction methods to extract solution vectors from solution matrices, and present some computational results showing how both our approximations provide tight bounds.

Más información

Editorial: Springer, Cham
Fecha de publicación: 2018
Año de Inicio/Término: 11/04/2018 - 13/04/2018
Página de inicio: 364
Página final: 375
Idioma: English
URL: https://link.springer.com/chapter/10.1007/978-3-319-96151-4_31