Abstract
This paper proposes an Adaptive Critic Based Neuro-Fuzzy Controller (ACBNFC) to Thyristor Controlled Series Capacitor (TCSC), which might have a significant impact on power system dynamics. The function of the ACBNFC is to control a firing angle of the TCSC. The proposed method is used for damping the low frequency oscillations caused by disturbances such as a sudden change of small or large loads or an outage in the generators or transmission lines. To evaluate the usefulness of the proposed method, the computer simulation for single machine infinite system is performed and compared with fuzzy PD controller. Obtained results show the proposed control strategy is very robust, flexible and could be used to get the desired performance levels. The response time is also very fast. Simulation results that have been compared with fuzzy PD controller show that our method has the better control performance than fuzzy PD controller.
Keywords
- Transient Stability
- Thyristor Control Series Capacitor
- Good Control Performance
- Mechanical Torque
- Power Swing
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
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References
Gama, C., Noroozian, M.: Control Strategy for Damping of Power Swings Using TCSC. In: Cigré Symposium, Kuala Lumpur (1999)
Lei, X., Jiang, D., Retzmann, D.: Stability Improvement in Power Systems with Non-Linear TCSC Control Strategies. ETEP 10(6), 339–345 (1998)
Kim, W.G., Hwang, G.H., Kang, H.T., Lee, S.O.: Design of Fuzzy Logic Controller for Firing Angle of TCSC Using Real-Type Tabu Search. In: IEEE conference, pp. 575–579 (2001)
Wang, Y., Tan, Y.L., Guo, G.: Robust Nonlinear Coordinated Excitation and TCSC Control for Power Systems. IEE Proc. Generation, Transmission and Distribution (UK) 149(3), 367–372 (2002)
Rashidi, F., Rashidi, M., Hashemi Hosseini, A.: Emotional Temporal Difference Learning Based Intelligent Controller. In: IEEE Coference, CCA, pp. 341–346 (2003)
Rashidi, F., Lucas, C., Khaki Sedigh, A.: Design of Context Based Emotional learning for multiobjective systems. In: ICEE 2003, Shiraz, Iran (2003)
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© 2004 Springer-Verlag Berlin Heidelberg
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Rashidi, F., Moshiri, B. (2004). Improvement of Low Frequency Oscillation Damping in Power Systems via an Adaptive Critic Based NeuroFuzzy Controller. In: Negoita, M.G., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2004. Lecture Notes in Computer Science(), vol 3215. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30134-9_75
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DOI: https://doi.org/10.1007/978-3-540-30134-9_75
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Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-23205-6
Online ISBN: 978-3-540-30134-9
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