Fuzzy-based Multilevel Inverter with STATCOM in Distributed Generation
International Journal of Electrical and Electronics Engineering |
© 2023 by SSRG - IJEEE Journal |
Volume 10 Issue 3 |
Year of Publication : 2023 |
Authors : G. Geethamahalakshmi, Geetha Ramadas, S. Vijayalakshmi, D. Nageswari |
How to Cite?
G. Geethamahalakshmi, Geetha Ramadas, S. Vijayalakshmi, D. Nageswari, "Fuzzy-based Multilevel Inverter with STATCOM in Distributed Generation," SSRG International Journal of Electrical and Electronics Engineering, vol. 10, no. 3, pp. 35-43, 2023. Crossref, https://doi.org/10.14445/23488379/IJEEE-V10I3P104
Abstract:
Introducing a new concept for improving power quality in the distributed power generation sectors based on an inverter technology using Distribution STATCOM (DSTATCOM) power quality conditioner using the fuzzy logic controller. A five-level inverter is designed with Space Vector Modulation (SVM) and a fuzzy-based controller for the improvement of the power factor. It enhances the stability of the power system. Also, this concept describes various mitigation methodologies for improving power quality. Simulation results and laboratory-validated results are shown to compare the performances.
Keywords:
Distributed generation (DG), Power quality (PQ), DSTATCOM, Space vector modulation, Fuzzy based controller (FBC), Multilevel inverter, Power factor, Reactive power compensation.
References:
[1] M. K. Mishra, A. Ghosh, and A. Joshi, “Operation of a DSTATCOM in Voltage Control Mode,” IEEE Transactions Power Delivery, vol. 18, no. 1, pp. 258–264, 2003.
CrossRef | Google Scholar | Publisher Link
[2] Law Kah Haw, Mohamed S. A. Dahidah, and Haider A. F. Almurib, “A New Reactive Current Reference Algorithm for the STATCOM System based on Cascaded Multilevel Inverters,” IEEE Transactions on Power Electronics, vol. 30, no. 7, pp. 3577–3588, 2015.
CrossRef | Google Scholar | Publisher Link
[3] B. Jegajothi et al., “Combination BFPSO Tuned Intelligent Controller for Maximum Power Point Tracking in Solar Photovoltaic Farm Interconnected to Grid Supply,” Control and Measurement Applications for Smart Grid, pp. 1-15, 2022.
CrossRef | Google Scholar | Publisher Link
[4] K. K. Mahapatra, A. Ghosh, and S. R. Doradla, “Simplified Model for Control Design of STATCOM using Three-level Inverter,” Proceedings of IEEE TENCON ’98. IEEE Region 10 International Confrence on Global Connectivity in Energy, Computer, Communication and Control, 1998.
CrossRef | Google Scholar | Publisher Link
[5] M. Usharani et al., “An Optimized Deep Learning Model Based PV Fault Classification for Reliable Power Generation,” SSRG International Journal of Electrical and Electronics Engineering, vol. 9, no. 9, pp. 23-31, 2022.
CrossRef | Google Scholar | Publisher Link
[6] H. K. Al-Hadidi, and R. W. Menzies, “Investigation of a Cascade Multilevel Inverter as an STATCOM,” 2003 IEEE Power Engineering Society General Meeting, 2003.
CrossRef | Google Scholar | Publisher Link
[7] F. Z. Peng, and Jin Wang, “A Universal STATCOM with Delta-connected Cascade Multilevel Inverter,” 2004 IEEE 35th Annual Power Electronics Specialists Conference, vol. 5, pp. 3529–3533, 2004.
CrossRef | Google Scholar | Publisher Link
[8] Eklas Hossain et al., “Analysis and Mitigation of Power Quality Issues in Distributed Generation Systems Using Custom Power Devices,” IEEE Access, vol. 6, pp. 16816–16833, 2018.
CrossRef | Google Scholar | Publisher Link
[9] Tejinder Singh Saggu, Lakhwinder Singh, and Balbir Gill, “Harmonics Mitigation in a Steel Industry Using 11-Level Cascaded Multilevel Inverter-Based DSTATCOM,” Canadian Journal of Electrical and Computer Engineering, vol. 40, no. 2, pp. 110–115, 2017.
CrossRef | Google Scholar | Publisher Link
[10] Alladi Pranay Kumar, Ganjikunta Siva Kumar, and Dharmavarapu Sreenivasarao, “Model Predictive Control with Constant Switching Frequency for four-leg DSTATCOM using Three-dimensional Space Vector Modulation,” IET Generation, Transmission and Distribution, vol. 14, no. 17, pp. 3571–3581, 2020.
CrossRef | Google Scholar | Publisher Link
[11] G Geethamahalakshmi, N Kalaiarasi, and D Nageswari, “Fuzzy Based MPPT and Solar Power Forecasting using Artificial Intelligence,” Intelligent Automation and Soft Computing, vol. 32, no. 3, pp. 1667-1685, 2022.
CrossRef | Google Scholar | Publisher Link
[12] D Nageswari, N Kalaiarasi, and G Geethamahalakshmi, “Optimal Placement and Sizing of Distributed Generation using Metaheuristic Algorithm,” Computer Systems Science and Engineering, vol. 41, no. 2, pp.493-509, 2022.
CrossRef | Google Scholar | Publisher Link
[13] Deepak Pandey, Manish Khemariya, and Anand Singh, “Performance Analysis of Hybrid Renewable Source RSC-MLC Module Integrated D-STATCOM with PQ Controller,” International Journal of Engineering Trends and Technology, vol. 70, no. 7, pp. 471-478, 2022.
CrossRef | Google Scholar | Publisher Link
[14] Milad Sadoughi et al., “PSO-optimized SHE-PWM Technique in a Cascaded H-bridge Multilevel Inverter for Variable Output Voltage Applications,” IEEE Transactions on Power Electronics, vol. 37, no. 7, pp. 8065-8075, 2022.
CrossRef | Google Scholar | Publisher Link
[15] Kourosh Khalaj Monfared et al., “Optimal Switching-sequence-Based Model Predictive Control for a Hybrid Multilevel STATCOM,” IEEE Transactions on Industrial Electronics, vol. 69, no. 10, pp. 9952-9960, 2022.
CrossRef | Google Scholar | Publisher Link
[16] Milad Sadoughi et al., “PSO-optimized SHE-PWM Technique in a Cascaded H-bridge Multilevel Inverter for Variable Output Voltage Applications,” IEEE Transactions on Power Electronics, vol. 37, no. 7, pp. 8065-8075, 2022.
CrossRef | Google Scholar | Publisher Link
[17] K. Ranjith Kumar, M. Venkatesan, and R. Saravanan, “A Hybrid Control Topology for Cascaded Multilevel Inverter with Hybrid Renewable Energy Generation Subsystem,” Solar Energy, vol. 242, pp. 323-334, 2022.
CrossRef | Google Scholar | Publisher Link
[18] Xiaoqiang Guo et al., “Improved Modulation Strategy for Singe-phase Cascaded H-bridge Multilevel Inverter,” IEEE Transactions on Power Electronics, vol. 37, no. 3, pp. 2470-2474, 2022.
CrossRef | Google Scholar | Publisher Link
[19] J. Shirisha et al., “Deep Learning-Based Image Processing Approach for Irradiance Estimation in MPPT Control of Photovoltaic Applications,” SSRG International Journal of Electrical and Electronics Engineering, vol. 9, no. 9, pp. 32-37, 2022.
CrossRef | Google Scholar | Publisher Link
[20] Tetali Swathi et al., “Design of Cascaded Modular Multilevel Converter for Grid Connected PV System,” SSRG International Journal of Electrical and Electronics Engineering, vol. 6, no. 4, pp. 13-21, 2019.
CrossRef | Google Scholar | Publisher Link
[21] Vo Thanh Ha, Pham Thi Giang, and Phuong Vu, “Multilevel Inverter Application for Railway Traction Motor Control,” Bulletin of Electrical Engineering and Informatics, vol. 11, no. 4, pp. 1855-1866, 2022.
CrossRef | Google Scholar | Publisher Link
[22] Yuan Li, and Muhammad Humayun, “Analysis of Cross-connected Half-bridges Multilevel Inverter for STATCOM Application,” Electronics, vol. 9, no. 11, 2020.
CrossRef | Google Scholar | Publisher Link
[23] Bi Liu et al., “Performance Improvement of DC Capacitor Voltage Balancing Control for Cascaded H-bridge Multilevel Converters,” IEEE Transactions on Power Electronics, vol. 36, no. 3, pp. 3354-3366, 2020.
CrossRef | Google Scholar | Publisher Link
[24] Renner Sartorio Camargo et al., “A Novel Cascaded Multilevel Converter Topology Based on Three-Phase Cells with Model Predictive Control,” 2020 IEEE 29th International Symposium on Industrial Electronics (ISIE), pp. 1161-1166, 2020.
CrossRef | Google Scholar | Publisher Link
[25] Zhongxi Li et al., “A Reduced Series/Parallel Module for Cascade Multilevel Static Compensators Supporting Sensorless Balancing,” IEEE Transactions on Industrial Electronics, vol. 68, no. 1, pp. 15-24, 2021.
CrossRef | Google Scholar | Publisher Link
[26] M. Infenshirley et al., “Design of Fuzzy Controller for PV Solar Plant as STATCOM (PV-STATCOM) to Mitigate SSR,” International Journal of Engineering Trends and Technology, vol. 70, no. 4, pp. 389-402, 2022.
CrossRef | Publisher Link
[27] Ying Cheng, and M. L. Crow, “A Diode-clamped Multi-level Inverter for the StatCom/BESS,” 2002 IEEE Power Engineering Society Winter Meeting, vol. 1, pp. 470–475, 2002.
CrossRef | Google Scholar | Publisher Link
[28] Akhil Gupta, “Power Quality Evaluation of Photovoltaic Grid Interfaced Cascaded H-bridge Nine-level Multilevel Inverter Systems Using D-STATCOM and UPQC,” Energy, vol. 238, p. 121707, 2022.
CrossRef | Google Scholar | Publisher Link
[29] Mohsen Asoodar et al., “A Condition Monitoring Scheme for Semiconductor Devices in Modular Multilevel Converters with Cascaded H-bridge Submodules,” 2022 24th European Conference on Power Electronics and Applications (EPE'22 ECCE Europe, pp. 1-9, 2022.
Google Scholar | Publisher Link