Title :
Combining a stability and a performance-oriented control in power systems
Author :
Glavic, Mevludin ; Ernst, Damien ; Wehenkel, Louis
Author_Institution :
Electr. Eng. & Comput. Sci. Dept., Univ. of Liege, Belgium
Abstract :
This work suggests that the appropriate combination of a stability-oriented and a performance-oriented control technique is a promising way to implement advanced control schemes in power systems. The particular approach considered combines control Lyapunov functions (CLF) and reinforcement learning. The capabilities of the resulting controller are illustrated on a control problem involving a thyristor-controlled series capacitor (TCSC) device for damping oscillations in a four-machine power system.
Keywords :
Lyapunov methods; learning (artificial intelligence); power system control; power system stability; thyristor applications; control Lyapunov functions; four machine power system; power system performance-oriented control; reinforcement learning; stability oriented control technique; thyristor-controlled series capacitor; Control systems; Feedback control; Learning; Lyapunov method; Optimal control; Power capacitors; Power system control; Power system stability; Power systems; Thyristors;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2004.841146