Alternating Current Optimal Power Flow with Generator Selection
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 |