Title :
Adaptive Neuro Fuzzy Wavelet Based SSSC Damping Control Paradigm
Author :
Badar, Rabiah ; Khan, Latifur
Author_Institution :
Dept. of Electr. Eng., COMSATS Inst. of Inf. Technol., Abbottabad, Pakistan
Abstract :
The supplementary damping control can be efficiently used for Flexible AC Transmission System (FACTS) controllers to damp the low frequency oscillations in single and multi-machine power systems. These low frequency oscillations may lead to the instability of the system if not damped out properly. This paper presents, wavelet based adaptive NeuroFuzzy supplementary control by incorporating wavelets in the structure of Conventional Adaptive Fuzzy NN (CAFNN) for SSSC. The proposed control system has successfully been applied to single machine infinite bus system (SMIB) and multi-machine power system for various faults and operating conditions. Finally, the proposed control technique is compared with CAFNN using nonlinear time domain simulations for various faults and operating conditions. The results reveal that the proposed control has optimal damping performance as compared to CAFNN for both local and inter-area modes of oscillation.
Keywords :
adaptive control; compensation; damping; fuzzy control; fuzzy neural nets; neurocontrollers; power transmission control; synchronous machines; wavelet transforms; SMIB; SSSC damping control; alternating current; conventional adaptive fuzzy NN; damping performance; flexible AC transmission system; low frequency oscillation; multimachine power system; nonlinear time domain simulation; oscillation mode; single machine infinite bus system; single-machine power system; static synchronous series compensator; supplementary damping control; wavelet based adaptive neurofuzzy supplementary control; Artificial neural networks; Control systems; Damping; Generators; Loading; Oscillators; Power system stability; SMIB; SSSC; adaptive NeuroFuzzy control; multi-machine power system; wavelets;
Conference_Titel :
Frontiers of Information Technology (FIT), 2012 10th International Conference on
Conference_Location :
Islamabad
Print_ISBN :
978-1-4673-4946-8
DOI :
10.1109/FIT.2012.27