2013 : A novel design of WACS based multi-output support vector machine (M-SVM) for oscillation damping on power system

Prof. Dr. Ir. Soeprijanto M.Sc.
Prof.Dr.Ir. Mauridhi Hery Purnomo M.Eng.


Abstract

This paper proposes a novel design of wide area control system (WACS). WACS is utilized to damp the oscillation on power system. WACS consists of wide area monitor (WAM) and wide area control (WAC). WAM is used to monitor the dynamic behavior of power system, while WAC is used as the additional controller on power system. The proposed method is called WACS based multi-output support vector machine (M-SVM). M-SVM used in this paper is M-SVM for regression. The input signal which used by WAM is the input signal to the AVR ΔV wi , the mechanical power ΔP mi and the electrical power ΔP ei of each generator. The output of WAM is utilized to predict the speed deviation of the generator. WAC is using the input signal of mechanical power ΔP mi and electrical power ΔP ei from generator, while the output of WAC is the signal control which injected to the AVR ΔV wi . A two-area-four-generator is …