SVM Approximate Based Comprehensive Nonlinear Control Strategy for TCSC and Generator Governor

A novel decoupling controller based on support vector machines (SVM) modeling is proposed for thyristor-controlled series compensation (TCSC) and generator governor. The decoupling control law can be derived directly via Taylor expansion and is implemented straightforwardly using SVM modeling. Only general SVM identification technique is involved in both model development and controller design without extra training. The robustness of the stability and the performance of the controller is rigorously established by using Lyapunov method. Simulations demonstrate the effectiveness of the proposed control scheme.