An Approach to Solve Transient Stability-Constrained Optimal Power Flow Problem Using Support Vector Machines

• Published in: Electric power components and systems Vol. 45; no. 6; pp. 624 - 632
• Main Authors: Nguyen-Duc, Huy, Tran-Hoai, Linh, Cao-Duc, Huy
• Format: Journal Article
• Language: English
• Published: Philadelphia Taylor & Francis 03.04.2017; Taylor & Francis Ltd
• Subjects: Classification; computational intelligence; Contingency; Optimal Power Flow; Optimization; Power flow; power system dynamics; power system optimization; power system stability; Security; Solvers; Strategy; Support Vector Machines; Systems stability; Vibration

The Transient Stability-Constrained Optimal Power Flow (TSC-OPF) is a challenging optimization problem, and is the subject of several recent researches. This paper proposes a novel approach to solve TSC-OPF. In the proposed framework, Support Vector Machines (SVMs) are used to classify whether an op...