A Fuzzy Inference-Based TCSC Control Technique to Improve Dynamic Power System Responses

Authors

DOI:

https://doi.org/10.58190/ijamec.2023.68

Keywords:

fuzzy control, Genetic Algorithm, particle swarm optimization

Abstract

With the expansion of transmission systems, the devices that contribute to the overall power system performance must be adequate to the increasing modeling complexity and requirements. In this sense, the Flexible AC transmission system (FACTS) devices are often employed to improve stability and power quality, while the Thyristor-Controlled Series Compensator (TCSC) is a common example, able to change the equivalent transmission line impedance, improving power flow. This work discusses two established techniques for the control of TCSC devices based on the lead-lag model, whose parameters are defined through metaheuristic techniques, such as Genetic Algorithm and Particle Swarm Optimization. The results found in these publications are implemented in the Matlab/Simulink environment and confronted with the proposed Fuzzy logic application, written with linguistic inference, simplified rules, and simple membership functions. The two published models and the proposed Fuzzy logic performed satisfactorily with very similar results in all scenarios simulated considering a Single Machine Infinite Bus (SMIB) equivalent system model. The big advantage of the use of Fuzzy logic is its modeling simplicity, unlike the heuristic techniques that require much more modeling time and, sometimes, a large number of iterations to achieve acceptable parameters.

Downloads

Download data is not yet available.

References

E. P. E. Brazilian Energy Research Company, “Balanço energético nacional Relatório Síntese 2022: ano base 2021,” Ministério de Minas e Energia - Brasil, Rio de Janeiro, 2022.

O. N. S. Brazilian National System Operator, “Operation Network Transmission Lines,” Ministério de Minas e Energia - ONS, [Online]. Available: https://dados.ons.org.br/dataset/linha-transmissao. [Acesso em 20 August 2022].

G. S. Chawda, A. G. Shaik, O. P. Mahela, S. Padmanaban e J. B. Holm-Nielsen, “Comprehensive review of distributed FACTS control algorithms for power quality enhancement in utility grid with renewable energy penetration,” IEEE Access, vol. 8, pp. 107614--107634, 2020.

L. Chang, Y. Liu, Y. Jing, X. Chen e J. Qiu, “Semi-Globally Practical Finite-Time Hinf Control of TCSC Model of Power Systems Based on Dynamic Surface Control,” IEEE Access, vol. 8, pp. 10061--10069, 2020.

J. Deng e X.-P. Zhang, “Robust Damping Control of Power Systems With TCSC: A Multi-Model BMI Approach With H $_{2}$ Performance,” IEEE Transactions on Power Systems, vol. 29, pp. 1512--1521, 2014.

M. M. de Menezes, P. B. de Araujo e D. B. do Valle, “Design of PSS and TCSC damping controller using particle swarm optimization,” Journal of Control, Automation and Electrical Systems, vol. 27, pp. 554--561, 2016.

L. A. Pilotto, A. Bianco, W. F. Long e A. Edris, “Impact of TCSC control methodologies on subsynchronous oscillations,” IEEE transactions on Power Delivery, vol. 18, n. 1, pp. 243 -- 252, 2003.

S. E. Mubeen, R. Nema e G. Agnihotri, “Comparison of Power flow control: TCSC versus UPFC,” 2008 Joint International Conference on Power System Technology and IEEE Power India Conference, pp. 1 -- 5, 2008.

E. Naderi, S. Pazouki e A. Asrari, “A remedial action scheme against false data injection cyberattacks in smart transmission systems: application of thyristor-controlled series capacitor (TCSC),” IEEE Transactions on Industrial Informatics, pp. 2297--2309, 2021.

B. Dekaraja e L. C. Saikia, “Impact of energy storage and flexible alternating current transmission devices in combined voltage and frequency regulation of multiarea Multisource Interconnected Power System,” Energy Storage, vol. 4, n. 3, pp. 2578 -- 4862, 2022.

R. M. Mathur e R. K. Varma, Thyristor-based FACTS controllers for electrical transmission systems, John Wiley & Sons, 2002.

S. Meikandasivam, R. K. Nema e S. K. Jain, “Behavioral Study of TCSC Device -- A MATLAB/Simulink Implementation,” International Journal of Electrical and Computer Engineering, vol. 8, 2008.

S. Panda, R. Patel e N. Padhy, “Power system stability improvement by TCSC controller employing a multi-objective genetic algorithm approach,” International Journal of Electrical and Computer Engineering, vol. 1, pp. 553--560, 2006.

S. Panda e N. P. Padhy, “MATLAB/SIMULINK based model of single-machine infinite-bus with TCSC for stability studies and tuning employing GA,” International Journal of Energy and Power Engineering, vol. 1, pp. 560--569, 2007.

A. T. Al-Awami, Y. Abdel-Magid e M. Abido, “A particle-swarm-based approach of power system stability enhancement with unified power flow controller,” International Journal of Electrical Power & Energy Systems, vol. 29, pp. 251--259, 2007.

S. Panda, R. Patel e N. Padhy, “Robust Coordinated Design of PSS and TCSC using PSO Technique for Power System Stability Enhancement,” Journal of Electrical Systems, vol. 3, pp. 109--123, 2007.

M. A. M. Hassan, O. Malik e G. Hope, “A fuzzy logic based stabilizer for a synchronous machine,” IEEE Transactions on Energy conversion, vol. 6, pp. 407--413, 1991.

M. Noroozian, G. Andersson e K. Tomsovic, “Robust, near time-optimal control of power system oscillations with fuzzy logic,” IEEE transactions on power delivery, vol. 11, pp. 393--400, 1996.

S. Hameed, B. Das e V. Pant, “Reduced rule base self-tuning fuzzy PI controller for TCSC,” International Journal of Electrical Power & Energy Systems, vol. 32, pp. 1005--1013, 2010.

R. Navabi, R. Etemad e H. A. Shayanfar, “Self tuning fuzzy PI controller for UPFC to improve power system stability optimized by ant colony method,” 2010 Asia-Pacific Power and Energy Engineering Conference, pp. 1--5, 2010.

Downloads

Published

27-12-2023

Issue

Section

Research Articles

How to Cite

[1]
“A Fuzzy Inference-Based TCSC Control Technique to Improve Dynamic Power System Responses”, J. Appl. Methods Electron. Comput., vol. 11, no. 4, pp. 203–212, Dec. 2023, doi: 10.58190/ijamec.2023.68.

Similar Articles

41-50 of 156

You may also start an advanced similarity search for this article.