Institucional Revista Notícias Contato Acesso Associado

Revista Eletrônica de Potência (Brazilian Journal of Power Electronics)

Issue: Volume 28 - Number 1
Publishing Date: março 2023
Editor-in-Chief: Telles Brunelli Lazzarin
Editor Affiliation: UFSC
FINITE-SET MODEL PREDICTIVE DIRECT POWER CONTROL FOR DFIG WITH REDUCED NUMBER OF VOLTAGE VECTORS
Felipe S. Guedes, Nady Rocha, Alvaro M. Maciel, Alfeu Joãozinho Sguarezi Filho
63-73
http://dx.doi.org/10.18618/REP.2023.1.0025
English Data

Title: Finite-Set Model Predictive Direct Power Control for DFIG with Reduced Number of Voltage Vectors

Keywords: Direct power control (DPC), Doubly-fed induction generator (DFIG), Finite control set model-based predictive control (FCS-MPC), Rotor side converter (RSC)

Abstract
This paper proposes a Simplified Finite-Set Model Predictive Power Controller (MPPC) to improve the performance of the Doubly-Fed Induction Generator (DFIG). The MPPC is implemented to regulate the stator active and reactive powers of DFIG, minimizing the error between them and their references, with an optimized null vector selection and a reduced number of active vectors, to decrease the computational burden. This reduction is applied in a two-level converter, reducing the test to 4 or 2 active vectors. Simulations and laboratory experiments were performed, showing results for a 0.56 kW DFIG. Finally, it was verified that the proposed system can maintain the stator powers at a reference.

References

[1] A. J. Sguarezi Filho and E. R. Filho, “Model-Based Predictive Control Applied to the Doubly-Fed Induction Generator Direct Power Control,” in IEEE Transactions on Sustainable Energy, vol. 3, no. 3, pp. 398-406, July 2012.
Doi: 10.1109/TSTE.2012.2186834

[2] V. Yaramasu, B. Wu, P. C. Sen, S. Kouro and M. Narimani, “High-power wind energy conversion systems: State-of-the-art and emerging technologies,” in Proceedings of the IEEE, vol. 103, no. 5, pp. 740-788, May 2015.
Doi: 10.1109/JPROC.2014.2378692

[3] S. Muller, M. Deicke and R. W. De Doncker, “Doubly fed induction generator systems for wind turbines,” in IEEE Industry Applications Magazine, vol. 8, no. 3, pp. 26-33, May-June 2002.
Doi: 10.1109/2943.999610

[4] Mohamed Abdelrahem & Ralph Kennel (2017) Efficient Direct Model Predictive Control for Doubly-Fed Induction Generators, Electric Power Components and Systems, vol. 45, no.5, 574-587, 2017.
Doi: 10.1080/15325008.2017.1289572

[5] M. Abdelrahem, C. Hackl, J. Rodríguez and R. Kennel, “Improved Direct-Model Predictive Control with a Simple Disturbance Observer for DFIGs,” 2020 22nd European Conference on Power Electronics and Applications (EPE’20 ECCE Europe), Lyon, France, 2020, pp. P.1-P.9.
Doi: 10.23919/EPE20ECCEEurope43536.2020.9215697

[6] R. Datta and V. T. Ranganathan, “Direct power control of grid-connected wound rotor induction machine without rotor position sensors,” in IEEE Transactions on Power Electronics, vol. 16, no. 3, pp. 390-399, May 2001.
Doi: 10.1109/63.923772

[7] J. Rodriguez et al., “Predictive Current Control of a Voltage Source Inverter,” in IEEE Transactions on Industrial Electronics, vol. 54, no. 1, pp. 495-503, Feb. 2007.
Doi: 10.1109/TIE.2006.888802

[8] S. Kouro, P. Cortes, R. Vargas, U. Ammann and J. Rodriguez, “Model Predictive Control—A Simple and Powerful Method to Control Power Converters,” in IEEE Transactions on Industrial Electronics, vol. 56, no. 6, pp. 1826-1838, June 2009.
Doi: 10.1109/TIE.2008.2008349

[9] A. A. Z. Diab, “Model Predictive Direct Power Control of Rotor Side Converter for DFIGs Driven by Variable Speed Wind Turbines,” 2018 25th International Workshop on Electric Drives: Optimization in Control of Electric Drives (IWED), Moscow, Russia, 2018, pp. 1-6.
Doi: 10.1109/IWED.2018.8321368

[10] S. V. Dias, T. R. F. Neto, L. L. N. Reis, B. C. Torrico and J. C. T. Campos, “Controlador de Corrente Preditivo Contínuo com Anti-Windup Aplicado a um Sistema de Geração Eólico Baseado em DFIG,” Brazilian J. Power Electron. – SOBRAEP, vol. 22, no. 1, pp. 71-80, Jan. 2017.
Doi: 10.18618/REP.2017.1.2650

[11] F. Herrera, R. Cárdenas, M. Rivera, J. A. Riveros and P. Wheeler, “Predictive Voltage Control Operating at Fixed Switching Frequency of a Neutral-Point Clamped Converter,” 2019 IEEE 15th Brazilian Power Electronics Conference and 5th IEEE Southern Power Electronics Conference (COBEP/SPEC), 2019, pp.1-6.
Doi: 10.1109/COBEP/SPEC44138.2019.9065819

[12] P. C. de S. Furtado and P. Gomes Barbosa, “Model Predictive Controller for Two-Phase ThreeWire Grid-Connected Converters,” 2019 IEEE 15th Brazilian Power Electronics Conference and 5th IEEE Southern Power Electronics Conference (COBEP/SPEC), 2019, pp. 1-6.
Doi: 10.1109/COBEP/SPEC44138.2019.9065666

[13] S. Yan, Y. Yang, S. Y. Hui and F. Blaabjerg, “A Review on Direct Power Control of Pulsewidth Modulation Converters,” in IEEE Transactions on Power Electronics, vol. 36, no. 10, pp. 11984-12007, Oct. 2021.
Doi: 10.1109/TPEL.2021.3070548

[14] C. Garcia et al., “FCS-MPC Based Pre-Filtering Stage for Computational Efficiency in a Flying Capacitor Converter,” in IEEE Access, vol. 9, pp. 111039-111049, Aug. 2021.
Doi: 10.1109/ACCESS.2021.3103070

[15] P. Zanchetta, P. Cortes, M. Perez, J. Rodriguez and C. Silva, “Finite States Model Predictive Control for Shunt Active Filters,” IECON 2011 – 37th Annual Conference of the IEEE Industrial Electronics Society, Melbourne, VIC, Australia, 2011, pp. 581-586
Doi: 10.1109/IECON.2011.6119375

[16] J. G. L. Foster, R. R. Pereira, R. B. Gonzatti, W. C. Sant’Ana, D. Mollica and G. LambertTorres, “A Review of FCS-MPC in Multilevel Converters Applied to Active Power Filters,” 2019 IEEE 15th Brazilian Power Electronics Conference and 5th IEEE Southern Power Electronics Conference (COBEP/SPEC), 2019, pp. 1-6
Doi: 10.1109/COBEP/SPEC44138.2019.9065398

[17] H. Miranda, P. Cortes, J. I. Yuz and J. Rodriguez, “Predictive Torque Control of Induction Machines Based on State-Space Models,” in IEEE Transactions on Industrial Electronics, vol. 56, no. 6, pp. 1916-1924, June 2009.
Doi: 10.1109/TIE.2009.2014904

[18] A. F. B. Filho, F. E. C. Souza, L. P. S. Júnior, J. S. B. Lopes, A. O. Salazar and W. L. A. Silva, “Uma avaliação de métodos de controle preditivo aplicados a um motor de indução,” Brazilian J. Power Electron. SOBRAEP, vol. 22, no. 2, pp. 187-195, Abr. 2017.
Doi: 10.18618/REP.2017.2.2672

[19] A. S. Lunardi and A. J. Sguarezi Filho, “Controle preditivo baseado em modelo para sistema eólico empregando gerador de indução gaiola de esquilo,” Brazilian J. Power Electron. – SOBRAEP, vol. 23, no. 3, pp. 330-338, Jul. 2018.
Doi: 10.18618/REP.2018.3.2788

[20] M. Abdelrahem, R. Kennel, C. M. Hackl and J. Rodríguez, “Simple and Robust Finite-Control-Set Model Predictive Control for DFIGs in Wind Turbine Systems,” 2020 11th Power Electronics, Drive Systems, and Technologies Conference (PEDSTC), Tehran, Iran, 2020, pp. 1-6.
Doi: 10.1109/PEDSTC49159.2020.9088351

[21] Y. Zhang, J. Jiao, D. Xu, D. Jiang, Z. Wang and C. Tong, “Model Predictive Direct Power Control of Doubly Fed Induction Generators Under Balanced and Unbalanced Network Conditions,” in IEEE Transactions on Industry Applications, vol. 56, no. 1, pp. 771-786, Jan.-Feb. 2020.
Doi: 10.1109/TIA.2019.2947396

[22] J. Hu, J. Zhu and D. G. Dorrell, “Predictive Direct Power Control of Doubly Fed Induction Generators Under Unbalanced Grid Voltage Conditions for Power Quality Improvement,” in IEEE Transactions on Sustainable Energy, vol. 6, no. 3, pp. 943-950, July 2015.
Doi: 10.1109/TSTE.2014.2341244

[23] S. Saeidi, R. A. de Marchi and E. Bim, “Nonlinear predictive control for a DFIG under voltage dip,” IECON 2016 – 42nd Annual Conference of the IEEE Industrial Electronics Society, Florence, Italy, 2016, pp. 1955-1960.
Doi: 10.1109/IECON.2016.7793530

[24] A. M. Bozorgi, H. Gholami-Khesht, M. Farasat, S. Mehraeen and M. Monfared, “Model Predictive Direct Power Control of Three-Phase GridConnected Converters With Fuzzy-Based Duty Cycle Modulation,” in IEEE Transactions on Industry Applications, vol. 54, no. 5, pp. 4875-4885, Sept.-Oct. 2018.
Doi: 10.1109/TIA.2018.2839660

[25] D. Zhou, P. Tu and Y. Tang, “Multivector Model Predictive Power Control of Three-Phase Rectifiers With Reduced Power Ripples Under Nonideal Grid Conditions,” in IEEE Transactions on Industrial Electronics, vol. 65, no. 9, pp. 6850-6859, Sept. 2018.
Doi: 10.1109/TIE.2018.2798583

[26] S. Yan, J. Chen, T. Yang and S. Y. Hui, “Improving the Performance of Direct Power Control Using Duty Cycle Optimization,” in IEEE Transactions on Power Electronics, vol. 34, no. 9, pp. 9213-9223, Sept. 2019.
Doi: 0.1109/TPEL.2018.2883425

[27] S. Yan and S. Y. R. Hui, “A Simple Multi-Vector Predictive Direct Power Control Using Geometric Modulation,” in IEEE Transactions on Power Electronics, vol. 37, no. 3, pp. 2899-2908, March 2022.
Doi: 10.1109/TPEL.2021.3118702

[28] M. Habibullah, D. D. -C. Lu, D. Xiao and M. F. Rahman, “A Simplified Finite-State Predictive Direct Torque Control for Induction Motor Drive,” in IEEE Transactions on Industrial Electronics, vol. 63, no. 6, pp. 3964-3975, June 2016.
Doi: 10.1109/TIE.2016.2519327

[29] L. Tarisciotti et al., “Model Predictive Control for Shunt Active Filters With Fixed Switching Frequency,” in IEEE Transactions on Industry Applications, vol. 53, no. 1, pp. 296-304, Jan.-Feb. 2017.
Doi: 10.1109/TIA.2016.2606364

[30] P. Cortes, J. Rodriguez, D. E. Quevedo and C. Silva, “Predictive Current Control Strategy With Imposed Load Current Spectrum,” in IEEE Transactions on Power Electronics, vol. 23, no. 2, pp. 612-618, March 2008.
Doi: 10.1109/TPEL.2007.915605

[31] E. L. Soares, F. V. Rocha, L. M. S. de Siqueira and N. Rocha, “Sensorless Rotor Position Detection of Doubly-Fed Induction Generators for Wind Energy Applications,” 2018 13th IEEE International Conference on Industry Applications (INDUSCON), 2018, pp. 1045-1050.
Doi: 10.1109/INDUSCON.2018.8627227

[32] B. S. Chen and G. Joós, “Direct Power Control of Active Filters With Averaged Switching Frequency Regulation,” in IEEE Transactions on Power Electronics, vol. 23, no. 6, pp. 2729-2737, Nov. 2008.
Doi: 10.1109/TPEL.2008.2004958

[33] H. Afghoul and F. Krim, “Comparison between PI and fuzzy DPC control of a shunt active power filter,” 2012 IEEE International Energy Conference and Exhibition (ENERGYCON), 2012, pp. 146-151.
Doi: 10.1109/EnergyCon.2012.6347742

[34] H. Afghoul, F. Krim, D. Chikouche, A. Beddar and B. Babes, “Implementation of Direct Power Control for shunt active power filter,” 3rd International Conference on Systems and Control, 2013, pp. 697-701.
Doi: 10.1109/ICoSC.2013.6750935

[35] O. Aissa, S. Moulahoum, I. Colak, B. Babes and N. Kabache, “Analysis, design and real-time implementation of shunt active power filter for power quality improvement based on predictive direct power control,” 2016 IEEE International Conference on Renewable Energy Research and Applications (ICRERA), 2016, pp. 79-84.
Doi: 10.1109/ICRERA.2016.7884400

[36] H. A. Young, M. A. Perez, J. Rodriguez and H. AbuRub, “Assessing Finite-Control-Set Model Predictive Control: A Comparison with a Linear Current Controller in Two-Level Voltage Source Inverters,” in IEEE Industrial Electronics Magazine, vol. 8, no. 1, pp. 44-52, March 2014.
Doi: 10.1109/MIE.2013.2294870

[37] F. S. Guedes, N. Rocha, A. M. Maciel and A. J. Sguarezi Filho, “A Simple and Powerful Model Predictive Direct Power Control for DFIG,” 2021 Brazilian Power Electronics Conference (COBEP), 2021, pp. 1-8.
Doi: 10.1109/COBEP53665.2021.9684128

[38] M. Siami, D. A. Khaburi, A. Abbaszadeh and J. RodrÃguez, “Robustness Improvement of Predictive Current Control Using Prediction Error Correction for Permanent-Magnet Synchronous Machines,” in IEEE Transactions on Industrial Electronics, vol. 63, no. 6, pp. 3458-3466, June 2016.
Doi: 10.1109/TIE.2016.2521734

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