Auto tuning of PI Gains using Cuttlefish Optimization for DC Link Voltage Control in a 5-level HB MMC D-STATCOM

Authors

  • Elluru Ramakrishna EEE Department, Jawaharlal Nehru Technological University Anantapur, India
  • Jayakrishna Gadhamappagari EEE Department, Holy Mary Institute of Technology & Science, India
  • Peddakotla Sujatha EEE Department, Jawaharlal Nehru Technological University Anantapur, India
Volume: 13 | Issue: 6 | Pages: 12086-12091 | December 2023 | https://doi.org/10.48084/etasr.6413

Received: 19 September 2023 | Revised: 6 October 2023 | Accepted: 7 October 2023 | Online: 26 October 2023


Corresponding author: Elluru Ramakrishna

Abstract

The performance of a Half Bridge (HB) Modular Multilevel Converter (MMC) for D-STATCOM application is studied in this article. For the control of MMC switches, the Carrier-Based (CB) Pulse Width Modulation (PWM) scheme has been selected as the appropriate method. There are two types of CB PWM schemes such as phase shift and level shift. Phase Disposition (PD), Phase Opposition Disposition (POD), and Alternate Phase Opposite Disposition (APOD) are the three different types of PWM that are used in level shifts. The PD CB PWM is projected in this work due to its simplicity and accuracy. The conventional PI Controller (PIC) has its disadvantages, including that it is time-consuming and comes with complexity in the estimation of gain values. Hence, the Cuttlefish Optimization Scheme (COS) is proposed for the online tuning of the PI gain values. The verification of performance parameters, including active power, reactive power, DC voltage balance, and Total Harmonic Distortion (THD), is effectively conducted using the COS method and subsequently compared with the conventional PIC. The suggested research is executed using the Matlab/Simulink software package.

Keywords:

D-STATCOM, THD, PIC, COS, MMC, carrier-based PWM, half bridge, phase disposition

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References

H. Palahalli, M. Hemmati, F. Rossi, G. S. Gajani, and G. Gruosso, "Smart Framework to Study Energy Transition in the Electric Grid," in 2023 International Conference on Clean Electrical Power (ICCEP), Terrasini, Italy, Jun. 2023, pp. 554–558.

S. Debnath, J. Qin, B. Bahrani, M. Saeedifard, and P. Barbosa, "Operation, Control, and Applications of the Modular Multilevel Converter: A Review," IEEE Transactions on Power Electronics, vol. 30, no. 1, pp. 37–53, Jan. 2015.

V. Narasimhulu, D. V. Ashok Kumar, and Ch. Sai Babu, "Simulation Analysis of Switch Controlled Power Filters for Harmonic Reduction," International Journal of Applied Engineering Research, vol. 11, no. 12, Jun. 2016, Art. no. 7597.

V. Narasimhulu, D. V. A. Kumar, and C. S. Babu, "State of Art Review of Various Control Methods for Cascade H-Bridge 5-Level Inverter to Mitigate Harmonics," International Journal of Control Theory and Applications, vol. 9, no. 49, pp. 1–9, 2016.

N. Kuchkulla, M. Gaddam, and N. V, "Concert Exploration of DFIG Grid-integrated MMC using Artificial Intelligence," Engineering, Technology & Applied Science Research, vol. 13, no. 4, pp. 11466–11471, Aug. 2023.

V. Narasimhulu, D. V. Ashok Kumar, and Ch. Sai Babu, "Comparative Simulation Analysis of Harmonics in Line-Line Output Voltage of Multilevel Inverters for Different Modulation Indices," International Journal of Control Theory and Applications, vol. 10, no. 5, pp. 289–296, 2017.

N. Lakshmipriya, S. Ayyappan, R. Prabu, and M. Hariprabhu, "An Intelligent Hybrid Fuzzy PI controller for Performance Analysis of Permanent Magnet Synchronous Motor," in 2023 5th International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, Jan. 2023, pp. 350–356.

D. Ronanki and S. S. Williamson, "Quasi-Online Low-Frequency Impedance Monitoring Scheme for Submodule Capacitors in Modular Multilevel Converters," in 2019 IEEE Applied Power Electronics Conference and Exposition (APEC), Anaheim, CA, USA, Mar. 2019, pp. 83–90.

V. Narasimhulu, D. V. Ashok Kumar, and Ch. Sai Babu, "Recital analysis of multilevel cascade H-bridge based active power filter under load variation," SN Applied Sciences, vol. 1, no. 12, Nov. 2019, Art. no. 1621.

S. M. Ismael, S. H. E. Abdel Aleem, A. Y. Abdelaziz, and A. F. Zobaa, "Practical Considerations for Optimal Conductor Reinforcement and Hosting Capacity Enhancement in Radial Distribution Systems," IEEE Access, vol. 6, pp. 27268–27277, 2018.

Υ. Nagaraja, T. Devaraju, A. M. Sankar, and V. Narasimhulu, "PV and Wind Energy Conversion Exploration based on Grid Integrated Hybrid Generation Using the Cuttlefish Algorithm," Engineering, Technology & Applied Science Research, vol. 12, no. 6, pp. 9670–9675, Dec. 2022.

T. M. Reda, K. H. Youssef, I. F. Elarabawy, and T. H. Abdelhamid, "Comparison Between Optimization of PI Parameters for Speed Controller of PMSM by Using Particle Swarm and Cuttlefish Optimization," in 2018 Twentieth International Middle East Power Systems Conference (MEPCON), Cairo, Egypt, Sep. 2018, pp. 986–991.

S. Oladipo, Y. Sun, and Z. Wang, "Optimization of PID Controller with Metaheuristic Algorithms for DC Motor Drives: Review," International Review of Electrical Engineering (IREE), vol. 15, no. 5, pp. 352–381, Oct. 2020.

V. Narasimhulu, D. V. Ashok Kumar, and Ch. Sai Babu, "Recital Analysis of Modular Multilevel Converter Based Shunt Active Power Filter," Journal of Mechanics of Continua and Mathematical Sciences, no. Special 5, Jan. 2020.

S. Du and J. Liu, "A Study on DC Voltage Control for Chopper-Cell-Based Modular Multilevel Converters in D-STATCOM Application," IEEE Transactions on Power Delivery, vol. 28, no. 4, pp. 2030–2038, Jul. 2013.

V. Narasimhulu, D. V. Ashok Kumar, and Ch. Sai Babu, "Fuzzy Logic Control of SLMMC-Based SAPF Under Nonlinear Loads," International Journal of Fuzzy Systems, vol. 22, no. 2, pp. 428–437, Mar. 2020.

Q. Yu, F. Deng, C. Liu, J. Zhao, F. Blaabjerg, and S. Abulanwar, "DC-Link High-Frequency Current Ripple Elimination Strategy for MMCs Using Phase-Shifted Double-Group Multicarrier-Based Phase-Disposition PWM," IEEE Transactions on Power Electronics, vol. 36, no. 8, pp. 8872–8886, Dec. 2021.

V. Narasimhulu, D. V. Ashok Kumar, and Ch. Sai Babu, "Computational intelligence based control of cascaded H-bridge multilevel inverter for shunt active power filter application," Journal of Ambient Intelligence and Humanized Computing, Jan. 2020.

D. Patel, R. Saravanakumar, K. K. Ray, and R. Ramesh, "A review of various carrier based PWM methods for multilevel inverter," in India International Conference on Power Electronics 2010 (IICPE2010), New Delhi, India, Jan. 2011, pp. 1–6.

V. Narasimhulu and K. Jithendra Gowd, "Performance Analysis of Single-Stage PV Connected Three-Phase Grid System Under Steady State and Dynamic Conditions," in Cybernetics, Cognition and Machine Learning Applications, Singapore, 2021, pp. 39–46.

F. Deng, C. Liu, and Z. Chen, "Modular Multilevel Converters," in Modular Multilevel Converters, John Wiley & Sons, Ltd, 2023, pp. 1–28.

M. A. Perez, S. Ceballos, G. Konstantinou, J. Pou, and R. P. Aguilera, "Modular Multilevel Converters: Recent Achievements and Challenges," IEEE Open Journal of the Industrial Electronics Society, vol. 2, pp. 224–239, 2021.

D. do C. Mendonça, A. F. Cupertino, H. A. Pereira, and R. Teodorescu, "Minimum Cell Operation Control for Power Loss Reduction in MMC-Based STATCOM," IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 9, no. 2, pp. 1938–1950, Apr. 2021.

E. Ramakrishna, G. Jayakrishna, and S. Peddakotla, "Exploration of the HBSM MMC Five-Level Inverter for D-STATCOM Application," Engineering, Technology & Applied Science Research, vol. 13, no. 4, pp. 11191–11196, Aug. 2023.

Q. Yu, F. Deng, C. Liu, J. Zhao, F. Blaabjerg, and S. Abulanwar, "DC-Link High-Frequency Current Ripple Elimination Strategy for MMCs Using Phase-Shifted Double-Group Multicarrier-Based Phase-Disposition PWM," IEEE Transactions on Power Electronics, vol. 36, no. 8, pp. 8872–8886, Dec. 2021.

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How to Cite

[1]
Ramakrishna, E., Gadhamappagari, J. and Sujatha, P. 2023. Auto tuning of PI Gains using Cuttlefish Optimization for DC Link Voltage Control in a 5-level HB MMC D-STATCOM. Engineering, Technology & Applied Science Research. 13, 6 (Dec. 2023), 12086–12091. DOI:https://doi.org/10.48084/etasr.6413.

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