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Studying, modeling and simulation of wind turbine using MATLAB/Simulink

Chahinez Beldjaatit, Toufik Sebbagh

Abstract


The increasing demand for renewable energy worldwide has positioned wind power as a leading solution of clean energy solutions. This paper dives into the realm of wind energy, specifically focusing on wind turbine dynamics and efficiency. As wind power surpasses other alternative energy resources in growth rate, there is a compelling need to enhance the productivity and efficiency of wind turbines. The study encompasses a detailed exploration of the components comprising wind energy conversion systems, namely the rotor, generator, and gearbox.

The primary contribution of this work lies in the meticulous mathematical modeling and simulation of wind turbine components using MATLAB/Simulink. The study presents a comprehensive analysis of the mechanical energy produced by wind turbines, incorporating key parameters such as power coefficient, tip speed ratio, and blade pitch angle. The simulations offer insights into the complex relationships governing wind turbine performance under varying conditions. The experimental section provides a detailed exploration of wind turbine modeling.


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References


A. Boztaş, O. Demirbaş, & M. E. Şahin, “Investigation of vertical axis wind turbines and the design of their components,” Turkish Journal of Electromechanics and Energy, 6(2), pp. 64-72, 2021.

A. Kumar, D. Pal, S. K. Kar, et al., “An overview of wind energy development and policy initiatives in India,” Clean Techno. Environ Policy, vol. 24, pp. 1337–1358, 2022.

T. Bakka, H. R. Karimi, “Bond graph modeling and simulation of wind turbine systems,” J Mech Sci Technol, vol. 27, pp.1843–1852, 2013.

D. Gemayel, M. Abdelwahab, T. Ghazal, & H. Aboshosha, “Modelling of vertical axis wind turbine using large Eddy simulations,” Results in Engineering, vol. 18, p.101226, 2023.

F. Balduzzi, A. Bianchini, E. A. Carnevale, L. Ferrari, & S. Magnani, “Feasibility analysis of a Darrieus vertical-axis wind turbine installation in the rooftop of a building,” Applied Energy, vol. 97, pp. 921‑929, 2012.

T. Sebbagh, A. Zaatri, “Optimal sizing of a hybrid renewable energy system to feed a clinic in the region of Tamanrasset,” Third International Conference on Energy, Materials, Applied Energetics and Pollution (ICEMAEP2016), 30-31 October 2016, Constantine, Algeria.

K. Boucenna, T. Sebbagh, and N. E. Benchouia, "Modeling, optimization, and techno-economic assessment of a hybrid system composed of photovoltaic-wind-fuel cell and battery bank," J. Eur. Syst. Autom., 56(1), pp. 29, 2023.

A. Chaudhuri, R. Datta, M.P. Kumar, J.P. Davim, and S. Pramanik, "Energy conversion strategies for wind energy System: Electrical, mechanical and material aspects," Materials, vol. 15, pp. 1232, 2022.

A. Christ and C. Abeykoon, "Modelling of a wind power turbine," in Proc. (Host publication), pp. 205-210, 2015.

P. Ghiasi et al., "CFD-Study of the H-Rotor Darrius wind turbine performance in Drag-Lift and Lift Regime: impact of type, thickness and chord length of blades," Alexandria Eng. J., vol. 67, pp. 51-64, 2023.

M. M. M. Saad, "Comparison of horizontal axis wind turbines and vertical axis wind turbines," IOSR J. Eng., 4(8), pp. 27-30, 2014.

S. Rehman et al., "Vertical axis wind turbine types, efficiencies, and structural stability - A review," Wind Struct., 29(1), pp. 15-32, 2019.

M. Vyas, M. Singh, and S. Santoso, Handbook of Wind Power System. Springer, 2011.

G. Ofualagba and E. Ubeku, "Wind energy conversion system- wind turbine modeling," in Proc. IEEE Power Energy Soc. Gen. Meet.: Convers. Deliv. Electr. Energy 21st Century, 2008.

R. T. Ahmad and M. A. Abdul-Hussain, "Modeling and simulation of wind turbine generator using Matlab-Simulink," J. Al-Rafidain Univ. College Sci., vol. 40, pp. 282-300, 2017.

L. A. Soriano, W. Yu, and J. De J. Rubio, "Modeling and control of wind turbine," Math. Probl. Eng., vol. 2013, pp. 1-13, 2013.

E. Vani and N. Rengarajan, "Improving the power quality of the wind power system using low-cost topology," Int. J. Model. Simul., 37(2), pp. 108-115, 2017.

P. Vijayalakshmi, S. Sivasankar, and G. Karthikeyan, "Simulation of wind turbine system using field oriented control and Levenberg-Marquardt Back Propagation (LMBP) neural network model," Biomed. Signal Process. Control, vol. 92, p. 105961, 2024.

I. Idrissi et al., "Modeling and simulation of the variable speed wind turbine based on a doubly fed induction generator," IntechOpen eBooks, 2019.

X. He, H. Geng, and G. Mu, "Modeling of wind turbine generators for power system stability studies: A review," Renew. Sustain. Energy Rev., vol. 143, p. 110865, 2021.

C. H. Chong, A. R. H. Rigit, and I. Ali, "Wind turbine modelling and simulation using MATLAB/Simulink," IOP Conf. Ser., 1101(1), p. 012034, 2021.

W. Zha et al., "A wind speed vector-wind power curve modeling method based on data denoising algorithm and the improved transformer," Elect. Power Syst. Res., vol. 214, p. 108838, 2023.

S. Shamshirband et al., "An appraisal of wind turbine wake models by adaptive neuro-fuzzy methodology," Int. J. Electr. Power Energy Syst., vol. 63, pp. 618-624, 2014.

V. L. Narayanan and R. Ramakrishnan, "Design and implementation of an intelligent digital pitch controller for digital hydraulic pitch system hardware-in-the-loop simulator of wind turbine," Int. J. Green Energy, 18(1), pp. 17-36, 2021.

B. Benyachou et al., "Modelling with MATLAB/Simulink of a wind turbine connected to a generator asynchronous dual power (GADP)," J. Mater. Environ. Sci., 8(S), pp. 4614-4621, 2017.

P. Jansuya and Y. Kumsuwan, "Design of MATLAB/Simulink modeling of fixed-pitch angle wind turbine simulation," Energy Procedia, vol. 34, pp. 362-370, 2013.

T. Sebbagh, R. Kelaiaia, A. Zaatri, T. Bechara, & L. Abdelouahed, “Investigation of the use of a central unique renewable energy system versus distributed units for crop irrigation,” Clean Technologies and Environmental Policy, 20(10), pp. 2365-2373, 2018.

T. Sebbagh, "Contribution to the dynamic optimization of hybrid systems combining renewable energies and backup systems," Ph.D. dissertation, Mechanical Engineering Dept., Univ. of Skikda, Skikda, Algeria, 2019.

M. E. Şahin, A. M. Sharaf, & H. İ. Okumuş, “A novel filter compensation scheme for single phase-self-excited induction generator micro wind generation system,” Sci. Res. Essays, 7(34), pp. 3058-3072, 2012.

H. Siegfried, Grid integration of wind energy conversion systems: onshore and offshore conversion systems, UK, John Wiley & Sons Ltd., 2014.

F. Kendouli, K. Nabti, K. Abed, and H. Benalla, "Modélisation, simulation et contrôle d’une turbine éolienne à vitesse variable basée sur la génératrice asynchrone à double alimentation," Revue des Energies Renouvelable, 14(1), pp. 109-120, 2011.

H. Hamiani et al., "A wind turbine sensorless automatic control systems, analysis, modelling and development of IDA-PBC method," Int. J. Power Electron. Drive Syst., 11(1), pp. 45-55, 2020.

A. Persson, "How do we understand the Coriolis force?" Bulletin of the American Meteorological Society, 79(7), pp. 1373-1386, 1998.

L. Abderrazak, R. Adlene, and M. Mohamed, "Modeling and simulation of a wind turbine driven induction generator using bond graph," Renew. Energy Sustainable Dev., 1(2), pp. 236-242, 2015.




URN: https://sloi.org/urn:sl:tjoee91273



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