Title :
Micro-GA based fuzzy logic controllers for co-ordinated FACTS control
Author :
Khan, Laiq ; Lo, K.L. ; Ahmed, N.
Author_Institution :
Fac. of Electron. Eng., GIK Inst. of Eng. Sci. & Technol., Topi, Pakistan
Abstract :
A systematic fuzzy logic based damping control system design for TCSC and UPFC is proposed to enhance the power system stability spectrum. Firstly, the fuzzy membership functions and control rules are extracted based on recorded or monitored signals. Then, a novel "grandparenting" technique is employed to incorporate the non-optimal fuzzy logic controllers in micro-GA (μ-GA) to search for optimal fuzzy membership functions and rules simultaneously. Simulation studies have been carried out to show the effectiveness and robustness of the proposed damping control strategy in a multi-machine power system setup.
Keywords :
flexible AC transmission systems; fuzzy control; fuzzy logic; genetic algorithms; knowledge based systems; power system stability; power transmission control; TCSC; UPFC; control rules; coordinated FACTS control; damping control system; fuzzy control; fuzzy membership functions; grandparenting technique; micro genetic algorithms; micro-GA based fuzzy logic controllers; multi-machine power system setup; power system stability spectrum; Control systems; Damping; Fuzzy control; Fuzzy logic; Monitoring; Optimal control; Power capacitors; Power system simulation; Power system stability; Thyristors;
Conference_Titel :
Multi Topic Conference, 2003. INMIC 2003. 7th International
Print_ISBN :
0-7803-8183-1
DOI :
10.1109/INMIC.2003.1416724