NDLI: Novel methodologies with Fuzzy Logic and ANFIS controller based TCSC for mitigating sub-synchronous resonance and low-frequency power oscillations

Content Provider	IEEE Xplore Digital Library
Author	Yarahmadi, Anvar Lak, Akbar Gahramani, Hasan
Copyright Year	2012
Description	Author affiliation: Engineering Department of Urmia, Iran (Lak, Akbar) \|\| West Azarbayjan Electric Power Generation Management Co (Yarahmadi, Anvar; Gahramani, Hasan)
Abstract	The Sub-Synchronous Resonance (SSR) phenomenon may occurs when a steam turbine-generator is connected to a long transmission line with series compensation. Flexible AC Transmission Systems (FACTS) controllers are widely applied to damp SSR and Low-Frequency Oscillations (LFOs). The Thyristor-Controlled Series Capacitor (TCSC) is a commercially available FACTS device developed for damping SSR and LFO. In this paper, two novel control methods for damping SSR and LFO is added to the TCSC main control. The control methods are presented, namely: Fuzzy Logic Controller (FLC) and Adaptive Neuro-Fuzzy Inference System (ANFIS) controller. The suggested ANFIS controller combines the advantages of FLC as well as the quick response and adaptability nature of the Artificial Neural Network (ANN). The ANFIS constructions were trained utilizing the generated database by the FLC of the TCSC. Fast Fourier Transform (FFT) is carried out in order to evaluate the effect of TCSC based ANFIS controller in damping SSR and LFO. The study system was adopted from the IEEE Second Benchmark Model (ISBM) by altering a part of the fixed series capacitor to the TCSC. The MATLAB/SIMULINK software program was used to verify the effectiveness of each control method.
Starting Page	1
Ending Page	7
File Size	411475
Page Count	7
File Format	PDF
ISBN	9781467314183
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-05-02
Publisher Place	Iran
Access Restriction	Subscribed
Rights Holder	Iranian Association of Elect
Subject Keyword	Damping Thyristors Power transmission lines Torque Fast Fourier Transform (FFT) Rotors Fuzzy Logic Damping Controller (FLDC) Power capacitors Sub-Synchronous Resonance (SSR) Thyristor-Controlled Series Capacitor (TCSC) Adaptive Neuro-Fuzzy Inference System (ANFIS)
Content Type	Text
Resource Type	Article

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