Strengthening the SDP Relaxation of AC Power Flows With Convex Envelopes, Bound Tightening, and Valid Inequalities
Date
Authors
Coffrin, Carleton
Hijazi, Hassan
Van Hentenryck, Pascal
Journal Title
Journal ISSN
Volume Title
Publisher
Institute of Electrical and Electronics Engineers (IEEE Inc)
Abstract
Thiswork revisits the semidefine programming (SDP) relaxation of the ac power flow equations in light of recent results illustrating the benefits of bounds propagation, valid inequalities,
and the convex quadratic relaxation. By integrating all of these results into the SDPmodel a new hybrid relaxation is proposed, which
combines the benefits fromall of these recent works. This strengthened SDP formulation is evaluated on 71 AC Optimal Power Flow
test cases from the NESTA archive and is shown to have an optimality gap of less than 1% on 63 cases. This new hybrid relaxation closes 50% of the open cases considered, leaving only eight for
future investigation.
Description
Citation
Collections
Source
IEEE Transactions on Power Systems
Type
Book Title
Entity type
Access Statement
License Rights
Restricted until
2099-12-31
Downloads
File
Description