Title :
Fuzzy c-means clustering damping controller design for a power system installed with TCSC
Author :
Khatami, S.V. ; Talebi, Nasser ; Razavi, M.T.N.
Author_Institution :
Tehran Univ., Tehran, Iran
Abstract :
Low frequency oscillations (LFO) in power system occur usually because of lack of damping torque to overcome disturbances in power system such as changes in mechanical power. Traditionally, power system stabilizers (PSS) are being used to damp these oscillations. Thyristor controlled series compensator (TCSC) is a well-known FACTS device that can control power flow in transmission lines. It can also replace PSS to damp low frequency oscillations effectively by cancelling a portion of the reactance line impedance and thereby increase the transmittable power. In this paper a linearized Heffron-Philips model of a (single machine infinite bus) power system with a TCSC controller is developed. The designed fuzzy c-means clustering TCSC controller adjusts control signal by appropriately processing of the input signals, and provides an efficient damping. The results of the simulation show that the TCSC with fuzzy c-means clustering controller is more effective in damping LFO compared to TCSC with lead-lag compensator.
Keywords :
control system synthesis; flexible AC transmission systems; fuzzy control; fuzzy set theory; load flow control; power system control; power system stability; thyristor applications; FACTS device; TCSC; damping torque; fuzzy c-means clustering damping controller design; lead-lag compensator; linearized Heffron-Philips model; low frequency oscillations; power flow control; power system stabilizers; single machine infinite bus power system; thyristor controlled series compensator; transmission lines; Control systems; Damping; Frequency; Fuzzy control; Fuzzy systems; Power capacitors; Power system modeling; Power system simulation; Power systems; Thyristors; Low frequency oscillations (LFO); Single Machine Infinite Bus (SMIB); Thyristor Controlled Series Compensator (TCSC); component; fuzzy c-means clustering controller;
Conference_Titel :
Power Systems, 2009. ICPS '09. International Conference on
Conference_Location :
Kharagpur
Print_ISBN :
978-1-4244-4330-7
Electronic_ISBN :
978-1-4244-4331-4
DOI :
10.1109/ICPWS.2009.5442732