Open Access Journal of Engineering Applications
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Support Vector Machines for Power System Transient Stability: Towards Improved Performance

Anil Chen Corresponding
University of Dhaka
31 Mar 2000
pp. 463-480
https://doi.org/10.55555/oajea.2000.2401.025

Abstract

Economic constraints in wind energy conversion systems make a low-cost and dependable treatment of power system transient stability an urgent engineering priority. The formulation is verified against closed-form solutions before extending support vector machines to practical geometries. Predicted values agree with the measurements to within 57%, which is adequate for engineering design. The study underlines the importance of locally calibrated data for reliable engineering prediction.
Keywords: power system transient stabilitysupport vector machinessoil liquefactiontribologyfuzzy logicinduction motor drive

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