JOURNAL ARTICLE

Security-constrained economic dispatch using semidefinite programming

Abstract

This paper models the security-constrained economic dispatch problem with post-contingency corrective actions. In the nonlinear AC setting, the model is a large-scale nonconvex problem and is difficult to solve. A novel solution approach is proposed to deal with the scale and nonconvexity issues separately and effectively. The key point is to approximate the nonconvex AC feasibility problem with its semidefinite programming (SDP) relaxation and use these SDP models as a convex subproblem within a Benders' decomposition framework. Numerical experiments demonstrate the superior solution quality of this approach and its tractability for IEEE test cases, while suggesting future work for computational improvements on large-scale problems.

Keywords:
Semidefinite programming Economic dispatch Mathematical optimization Computer science Benders' decomposition Relaxation (psychology) Scale (ratio) Linear programming Key (lock) Mathematics Electric power system

Metrics

7
Cited By
0.50
FWCI (Field Weighted Citation Impact)
13
Refs
0.72
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Optimal Power Flow Distribution
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Electric Power System Optimization
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Microgrid Control and Optimization
Physical Sciences →  Engineering →  Control and Systems Engineering

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