Optimization Techniques for Fuzzy-PID Control of CSC-Based D-STATCOM for Power Quality Improvement

Shilpi Yadav; Pinki Yadav; Jaya Pandey; Sanni Vishwakarma; Yogesh Shekhar

doi:10.55524/ijircst.2024.12.3.20

Abstract

This study focuses on enhancing power quality using a Current Source Converter (CSC) based Dynamic Voltage Restorer (D-STATCOM) controlled by a Fuzzy Logic-PID (Fuzzy-PID) controller. Power quality improvement is a vital aspect of maintaining reliable and efficient electrical power systems. The integration of fuzzy logic with traditional PID control enables adaptive and precise regulation of the D-STATCOM, addressing voltage sags, swells, and harmonic distortions effectively. The Fuzzy-PID controller dynamically adjusts the control parameters, offering superior performance in compensating for power quality disturbances compared to conventional methods. Simulation and experimental results demonstrate that the Fuzzy-PID controlled CSC-based D-STATCOM significantly improves voltage stability, reduces harmonic distortion, and enhances overall power quality. This approach is particularly effective in managing the nonlinear and time-varying nature of electrical loads, making it highly suitable for industrial power systems, renewable energy integration, and smart grid applications. The proposed system ensures robust and reliable power quality improvement, presenting a promising solution for modern electrical infrastructure challenges.

Keywords

FLC-PID Controller, D-STATCOM, Power Quality.

References

[1] IEEE, “IEEE recommended practices and requirements for harmonics control in electric power systems,” IEEE Std. 519, 1992.

[2] A. Ghosh and G. Ledwich, Power Quality Enhancement Using Custom Power Devices. London: Kluwer Academic Publishers, 2002.

[3] E. Acha, V. G. Agelids, O. Anaya-Lara, and T. J. E. Miller, Power Electronic Control in Electric Systems, 1st ed., Oxford, UK: Newness Power Engineering Series, 2002.

[4] R. C. Dugan, M. F. McGranaghan, and H. W. Beaty, Electric Power Systems Quality, 2nd ed., New York: McGraw Hill, 2006.

[5] H. Akagi, E. H. Watanabe, and M. Aredes, Instantaneous Power Theory and Applications to Power Conditioning. NJ: John Wiley & Sons, 2007.

[6] K. R. Padiyar, FACTS Controllers in Transmission and Distribution. New Delhi: New Age International, 2007.

[7] A. Moreno-Munoz, Power Quality: Mitigation Technologies in a Distributed Environment. London: Springer-Verlag London Limited, 2007.

[8] E. F. Fuchs and M. A. S. Mausoum, Power Quality in Power Systems and Electrical Machines. London: Elsevier Academic Press, 2008.

[9] N. G. Hingorani and L. Gyugyi, Understanding FACTS: Concepts and Technology of Flexible AC Transmission Systems. London: Wiley, 2013.

[10] M. D. Singh, R. K. Mehta, and A. K. Singh, “Current source converter based D-STATCOM for voltage sag mitigation,” International Journal for Simulation and Multidisciplinary Design Optimization, vol. 6, pp. A5, 1–10, 2015, France, doi: 10.1051/smdo/2015005.

[11] N. Mohan, T. M. Undeland, and W. P. Robbins, Power Electronics: Converters, Applications, and Design. New York, NY: John Wiley & Sons, 1989.

[12] E. Acha, V. G. Agelidis, O. Anaya-Lara, and T. J. E. Miller, Power Electronic Control in Electrical Systems. Newnes Power Engineering Series. Oxford: Elsevier, 2006.

[13] B. Han, S. Moon, and G. Karady, “Static synchronous compensator using thyristor PWM current source inverter,” Proceedings of IEEE Transactions on Power Delivery, vol. 15, pp. 1285–1290, 2000.

[14] H. F. Bilgin and M. Ermis, “Design and implementation of a current source converter for use in industry applications of D-STATCOM,” Proceedings of IEEE Transactions on Power Electronics, vol. 25, pp. 1943–2957, 2010.

[15] S. Bhim, P. Jayaprakash, and D. P. Kothari, “A T-connected transformer and three leg VSC based D-STATCOM for power quality improvement,” Proceedings of IEEE Transactions on Power Electronics, vol. 23, pp. 2710-2718, 2008.

[16] C. Resul, D. Besir, and A. Fikret, “Fuzzy-PI current controlled D-STATCOM,” Gazi University Journal of Science, vol. 24, pp. 91–99, 2011.

[17] S. Deepa and M. Ranjani, “Dynamic voltage restorer controller using grade algorithm,” Cogent Engineering, vol. 2, pp. 1017243, 1-11, 2015, doi: 10.1080/23311916.2015.1017243.

[18] S. Singh, S. Kewat, B. Singh, B. K. Panigrahi, and M. K. Kushwaha, “A Multifunctional Three-Phase Grid Coupled Solar PV Energy Conversion System Using Delayed µ-Law Proportionate Control for PQ Improvement,” IEEE Transactions on Industry Applications, vol. 58, no. 1, pp. 554-564, Jan.-Feb. 2022, doi: 10.1109/TIA.2021.3131923.

[19] T. S. Saradhisatwik, U. Gankidinishma, U. Hemanthchandra, V. Sailaja, and R. Mahalakshmi, “Power Quality Improvement in Solar Powered Standalone System using D-STATCOM,” 2022 4th International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, 2022, pp. 593-596, doi: 10.1109/ICSSIT53264.2022.9716537.

[20] B. Revanth, N. Bhimsha, V. Lekhana, and R. Sinha, “Comparative Study of PI and Fuzzy Logic Controlled D-STATCOM For Improving Power Quality,” 2023 4th International Conference for Emerging Technology (INCET), Belgaum, India, 2023, pp. 1-5, doi: 10.1109/INCET57972.2023.10170380.

[21] Y. M and V. S. K. Devi, “ANFIS Controller based PV-DSTATCOM for Improving Power Quality,” 2023 First International Conference on Advances in Electrical, Electronics and Computational Intelligence (ICAEECI), Tiruchengode, India, 2023, pp. 1-7, doi: 10.1109/ICAEECI58247.2023.10370820.

[22] R. S. Telgote, S. Nandurkar, and S. R. Deore, “D-Statcom Based Voltage Sag And Swell Improvement Of Distribution System,” 2022 Interdisciplinary Research in Technology and Management (IRTM), Kolkata, India, 2022, pp. 1-6, doi: 10.1109/IRTM54583.2022.9791665.

[23] A. A. Nafeh, A. Heikal, R. A. El-Sehiemy, and W. A. A. Salem, “Intelligent fuzzy-based controllers for voltage stability enhancement of AC-DC micro-grid with D-STATCOM,” Alexandria Engineering Journal, vol. 61, no. 3, pp. 2260-2293, 2022, doi: 10.1016/j.aej.2021.07.012.

[24] S. Choudhury and G. K. Sahoo, “A critical analysis of different power quality improvement techniques in microgrid,” e-Prime - Advances in Electrical Engineering, Electronics and Energy, vol. 8, p. 100520, 2024, doi: 10.1016/j.prime.2024.100520.

[25] S. Yadav, R. K. Patel, and V. P. Singh, “Bearing Fault Classification Using TKEO Statistical Features and Artificial Intelligence,” Journal of Intelligent and Fuzzy Systems, vol. 1, no. 2023, pp. 4147–4164, 2023, doi: 10.3233/JIFS-224221.

[26] S. Yadav, R. K. Patel, and V. P. Singh, “Multiclass Fault Classification of an Induction Motor Bearing Vibration Data Using Wavelet Packet Transform Features and Artificial Intelligence,” Journal of Vibration Engineering and Technologies, vol. 11, pp. 3093–3108, 2023, doi: 10.1007/s42417-022-00733-3.

Cites this article as

S. Yadav, P. Yadav, J. Pandey, S. Vishwakarma, Y. Shekhar, "Optimization Techniques for Fuzzy-PID Control of CSC-Based D-STATCOM for Power Quality Improvement", International Journal of Innovative Research in Computer Science and Technology (IJIRCST), Vol-12, Issue-3, Page No-126-134, 2024. Available from: https://doi.org/10.55524/ijircst.2024.12.3.20

Corresponding Author

Yogesh Shekhar

Assistant Professor, Electrical Engineering, Rajkiya Engineering College, Kannauj, India

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