Title :
Power oscillations damping by Static Var Compensator using an Adaptive Neuro-Fuzzy controller
Author :
Hosseini, S. M Hassan ; Olamaee, J. ; Samadzadeh, H.
Author_Institution :
Electr. Eng. Dept., Islamic Azad Univ., Tehran, Iran
Abstract :
In large interconnected power systems, Low frequency oscillations (LFO) are a well-known adverse phenomenon which may increase the risk of instability for the power system. This manuscript investigates the damping performance of the Static Var Compensator (SVC) equipped with an auxiliary controller based on Adaptive Neuro-Fuzzy Inference System (ANFIS). First of all, a modified Heffron-Phillips model of the single machine infinite bus (SMIB) system installed with SVC is established. In the following an auxiliary fuzzy logic controller (FLC) for SVC is designed to enhance the transient stability of the power system. Next, an ANFIS based auxiliary damping controller is well-designed and compared with the FLC. In order to evaluate the performance of the proposed ANFIS based controller in damping of LFO, the SMIB power system is subjected to a disturbance such as changes in mechanical power. The complete digital simulations are performed in the MATLAB/Simulink environment to provide comprehensive understanding of the issue. Simulation results demonstrate that the developed ANFIS based controller would be more effective in damping electromechanical oscillations in comparison with the FLC and conventional proportional-integral (PI) controller.
Keywords :
PI control; adaptive control; fuzzy control; neurocontrollers; oscillations; power system control; static VAr compensators; ANFIS based auxiliary damping controller; FLC; PI controller; SMIB system; adaptive neuro-fuzzy controller; adaptive neuro-fuzzy inference system; auxiliary fuzzy logic controller; electromechanical oscillations; interconnected power systems; low frequency oscillations; power oscillations damping; proportional-integral controller; single machine infinite bus; static var compensator; Damping; Fuzzy logic; Generators; Oscillators; Power system stability; Stability analysis; Static VAr compensators; ANFIS based damping controller; Heffron-Phillips model; Low Frequency Oscillations (LFO); Single Machine Infinite Bus (SMIB) power system; Static Var Compensator (SVC);
Conference_Titel :
Electrical and Electronics Engineering (ELECO), 2011 7th International Conference on
Conference_Location :
Bursa
Print_ISBN :
978-1-4673-0160-2