Aerodynamic Performance Optimisation of a Savonius VAWT for Traffic Wind Energy Harvesting
DOI:
https://doi.org/10.26437/qvvjrq90Keywords:
Aerodynamic. electricity. savonius rotors. traffic. wind turbineAbstract
Purpose: This study evaluates the aerodynamic performance of Savonius rotors designed to harvest vehicular kinetic energy at three arterial entrances in Hillah, Iraq.
Design/Methodology/Approach: 36 rotor designs (varying blades: 2, 3, 4; sizes: 4, 6, 8 inches) were tested under simulated urban wind profiles. Empirical results were validated using transient 2D CFD simulations (SST k-w model) within a 5-7% error margin.
Research Limitation: The study is limited to the specific environmental and traffic conditions of Hillah's entrances and relies on 2D CFD simulations.
Findings: A 3-blade, 6-inch design optimally balances torque and drag, achieving a maximum power coefficient (Cp) of 0.545. While 4-inch rotors are aerodynamically efficient, they yield low absolute power; conversely, 8-inch rotors produce high power but suffer from efficiency losses due to vortex shedding. Site-specific optimisations dictate: a 2-blade/4-inch rotor for high velocity (Entrance 1), a 3-blade/6-inch for moderate velocity (Entrance 2), and a 4-blade/6-inch for low velocity (Entrance 3).
Practical Implication: Municipalities can deploy these site-optimised rotors to harness vehicle wakes and sustainably power decentralised infrastructure such as streetlights and traffic sensors.
Social Implication: Generating clean electricity from traffic wakes reduces reliance on traditional power grids, promoting sustainable urban development and localised energy resilience.
Originality / Value: The study provides a novel, scalable approach for topological tuning in harvesting vehicular kinetic energy to power decentralised urban infrastructure.
References
Akhlaghi, M., & Ghafoorian, F. (2023). Investigation of Arc Angle Rotor Blade Variations Effect of Savonius Vertical Axis Wind Turbine on Power and Torque Coefficients Using a 3D Modeling. Renewable Energy Research and Applications, 4(1), 13–19. https://doi.org/10.22044/rera.2022.11282.1084
Akwa, J. V., Vielmo, H. A., & Petry, A. P. (2012). A review on the performance of Savonius wind turbines. Renewable and Sustainable Energy Reviews, 16(5), 3054–3064. https://doi.org/10.1016/j.rser.2012.02.056 DOI: https://doi.org/10.1016/j.rser.2012.02.056
Al-Gburi, K. A. H., Al-quraishi, B. A. J., Ismail Alnaimi, F. B., Tan, E. S., & Al-Safi, A. H. S. (2022). Experimental and Simulation Investigation of Performance of Scaled Model for a Rotor of a Savonius Wind Turbine. Energies, 15(23). https://doi.org/10.3390/en15238808 DOI: https://doi.org/10.3390/en15238808
Al-Gburi, K. A. H., Alnaimi, F. B. I., Al-quraishi, B. A. J., Tan, E. S., & Kareem, A. K. (2023). Enhancing Savonius Vertical Axis Wind Turbine Performance: A Comprehensive Approach with Numerical Analysis and Experimental Investigations. Energies, 16(10), 4204. https://doi.org/10.3390/en16104204 DOI: https://doi.org/10.3390/en16104204
Alaidany, A. A. (2024). A Review of IoT-Based Wearable Sensor Systems for Healthcare Monitoring. AMERICAN Journal of Engineering, Mechanics and Architecture, 2(5), 132–159. https://doi.org/10.13140/RG.2.2.18587.27684
Ali, M. H. (2013). Experimental comparison study for Savonius wind turbine of two & three blades at low wind speed. International Journal of Modern Engineering Research (IJMER), 3(5), 2978–2986.
Antar, E., & Elkhoury, M. (2019). Parametric sizing optimization process of a casing for a Savonius Vertical Axis Wind Turbine. Renewable Energy, 136, 127–138. https://doi.org/10.1016/j.renene.2018.12.092 DOI: https://doi.org/10.1016/j.renene.2018.12.092
Blecich, P., Bonefačić, I., Senčić, T., & Wolf, I. (2025). Resilience Under Heatwaves: Croatia’s Power System During the July 2024 Heatwave and the Role of Variable Renewable Energy by 2030. Applied Sciences, 15(12), 6440. https://doi.org/10.3390/app15126440 DOI: https://doi.org/10.3390/app15126440
Chen, L., Chen, J., & Zhang, Z. (2018). Review of the Savonius rotor’s blade profile and its performance. Journal of Renewable and Sustainable Energy, 10(1). https://doi.org/10.1063/1.5012024 DOI: https://doi.org/10.1063/1.5012024
Dewan, A., Gautam, A., & Goyal, R. (2021). Savonius wind turbines: A review of recent advances in design and performance enhancements. Materials Today: Proceedings, 47, 2976-2983. DOI: https://doi.org/10.1016/j.matpr.2021.05.205
Dhoble, L. N., & Mahalle, A. K. (2016). CFD analysis of Savonius vertical axis wind turbine: a review. International Research Journal of Engineering and Technology, 3(01), 958-962.
Ebrahimpour, M., Shafaghat, R., Alamian, R., & Safdari Shadloo, M. (2019). Numerical Investigation of the Savonius Vertical Axis Wind Turbine and Evaluation of the Effect of the Overlap Parameter in Both Horizontal and Vertical Directions on Its Performance. Symmetry, 11(6), 821. https://doi.org/10.3390/sym11060821 DOI: https://doi.org/10.3390/sym11060821
El-Askary, W. A., Saad, A. S., AbdelSalam, A. M., & Sakr, I. M. (2018). Investigating the performance of a twisted modified Savonius rotor. Journal of Wind Engineering and Industrial Aerodynamics, 182, 344–355. https://doi.org/10.1016/j.jweia.2018.10.009 DOI: https://doi.org/10.1016/j.jweia.2018.10.009
El-Askary, W. A., Saad, A. S., AbdelSalam, A. M., & Sakr, I. M. (2020). Experimental and Theoretical Studies for Improving the Performance of a Modified Shape Savonius Wind Turbine. Journal of Energy Resources Technology, 142(12), 121303. https://doi.org/10.1115/1.4047326 DOI: https://doi.org/10.1115/1.4047326
El-Ghazali, A. (2016). The influence of turbine geometry on the performance of c-section vertical axis wind turbine. Doctoral dissertation, Master’s thesis, Near East University.
Faleh, M. A., Abdulsada, A. M., Alaidany, A. A., Al-shareeda, M. A., Amin, M., & Shehab, R. (2025). SECRE-MEN : A Lightweight Quantum-Resilient Authentication Framework for IoT-Edge Networks. 6(4), 1681–1692. https://doi.org/10.18196/jrc.v6i4.26006
Fanel Dorel, S., Adrian Mihai, G., & Nicusor, D. (2021). Review of Specific Performance Parameters of Vertical Wind Turbine Rotors Based on the SAVONIUS Type. Energies, 14(7), 1962. https://doi.org/10.3390/en14071962 DOI: https://doi.org/10.3390/en14071962
Farajyar, S., Ghafoorian, F., Mehrpooya, M., & Asadbeigi, M. (2023). CFD investigation and optimization on the aerodynamic performance of a Savonius vertical axis wind turbine and its installation in a hybrid power supply system: A case study in Iran. Sustainability, 15(6), 5318. DOI: https://doi.org/10.3390/su15065318
Farozan, I., & Indartono, Y. S. (2024). An Experimental Study on the Performance of Check Valve-Aided Savonius Wind Rotors with Semi-Circular Blade. International Journal of Technology, 15(6), 1923–1935. https://doi.org/10.14716/ijtech.v15i6.6110 DOI: https://doi.org/10.14716/ijtech.v15i6.6110
Francisco, J., Rhakasywi, D., & Fahrudin, F. (2025). Experimental Analysis of the Performance of Savonius VAWT with Different Numbers of Blades on Roofs. Indonesian Journal of Innovation Studies, 26(4), 1–7. https://doi.org/10.21070/ijins.v26i4.1675 DOI: https://doi.org/10.21070/ijins.v26i4.1675
Gao, X., Yang, Z., & James, S. (2025). Effects of wind barrier height and porosity on dust deposition and power generation efficiency of photovoltaic arrays. Solar Energy, 298, 113642. DOI: https://doi.org/10.1016/j.solener.2025.113642
Govind, B. (2017). Increasing the operational capability of a horizontal axis wind turbine by its integration with a vertical axis wind turbine. Applied Energy, 199, 479–494. https://doi.org/10.1016/j.apenergy.2017.04.070 DOI: https://doi.org/10.1016/j.apenergy.2017.04.070
Gumilar, L., Kusumawardana, A., Habibi, M. A., Afandi, A. N., Prihanto, D., & Aji, A. F. (2019). Performance Analysis of Vertical Wind Turbine Type Savonius-L Based on Wind Speed, Rotation Speed, and Number of Blades. 2019 International Seminar on Application for Technology of Information and Communication (ISemantic), 383–388. https://doi.org/10.1109/ISEMANTIC.2019.8884302 DOI: https://doi.org/10.1109/ISEMANTIC.2019.8884302
Im, H., & Kim, B. (2022). Power Performance Analysis Based on Savonius Wind Turbine Blade Design and Layout Optimization through Rotor Wake Flow Analysis. Energies, 15(24), 9500. https://doi.org/10.3390/en15249500 DOI: https://doi.org/10.3390/en15249500
Islam, M. R., Mekhilef, S., & Saidur, R. (2013). Progress and recent trends of wind energy technology. Renewable and Sustainable Energy Reviews, 21, 456–468. https://doi.org/10.1016/j.rser.2013.01.007 DOI: https://doi.org/10.1016/j.rser.2013.01.007
Ismail, K. A., Lino, F. A., Baracat, P. A., de Almeida, O., Teggar, M., & Laouer, A. (2025). Wind Turbines for Decarbonization and Energy Transition of Buildings and Urban Areas: A Review. Advances in Environmental and Engineering Research, 6(1), 1-59. DOI: https://doi.org/10.21926/aeer.2501013
Jiang, Y., Zhao, P., Stoesser, T., Wang, K., & Zou, L. (2020). Experimental and numerical investigation of twin vertical axis wind turbines with a deflector. Energy Conversion and Management, 209, 112588. https://doi.org/10.1016/j.enconman.2020.112588 DOI: https://doi.org/10.1016/j.enconman.2020.112588
Kadhim H. Suffer, & Yousif Abed Saleh Saleh. (2024). Numerical and Experimental Investigation of the Aerodynamic for the IceWind Blades VAWT. International Journal of Scientific Research in Science, Engineering and Technology, 11(4), 139–146. https://doi.org/10.32628/ijsrset24114111 DOI: https://doi.org/10.32628/IJSRSET24114111
Karimi, O., Koopaee, M. K., reza Tavakolpour-Saleh, A., & Hosseini, S. E. (2023). Investigating overlap ratio effect on performance of a modified Savonius wind turbine: An experimental study. DOI: https://doi.org/10.20944/preprints202308.1853.v1
Kothe, L. B., Möller, S. V., & Petry, A. P. (2020). Numerical and experimental study of a helical Savonius wind turbine and a comparison with a two-stage Savonius turbine. Renewable Energy, 148, 627-638. DOI: https://doi.org/10.1016/j.renene.2019.10.151
Kurniati, S., Syam, S., & Sanusi, A. (2023). Numerical investigation and improvement of the aerodynamic performance of a modified elliptical-bladed Savonius-style wind turbine. AIMS Energy, 11(6), 1211–1230. https://doi.org/10.3934/energy.2023055 DOI: https://doi.org/10.3934/energy.2023055
Mathew, S. (2006). Wind energy: fundamentals, resource analysis and economics (Vol. 1). Springer.
Meri Al Absi, S., Hasan Jabbar, A., Oudah Mezan, S., Ahmed Al-Rawi, B., & Thajeel Alattabi, S. (2021). An experimental test of the performance enhancement of a Savonius turbine by modifying the inner surface of a blade. Materials Today: Proceedings, 42, 2233–2240. https://doi.org/10.1016/j.matpr.2020.12.309 DOI: https://doi.org/10.1016/j.matpr.2020.12.309
Mohammadi, M., Lakestani, M., & Mohamed, M. H. (2018). Intelligent parameter optimization of Savonius rotor using Artificial Neural Network and Genetic Algorithm. Energy, 143, 56–68. https://doi.org/10.1016/j.energy.2017.10.121 DOI: https://doi.org/10.1016/j.energy.2017.10.121
Montelpare, S., D’Alessandro, V., Zoppi, A., & Ricci, R. (2018). Experimental study on a modified Savonius wind rotor for street lighting systems. Analysis of external appendages and elements. Energy, 144, 146–158. https://doi.org/10.1016/j.energy.2017.12.017 DOI: https://doi.org/10.1016/j.energy.2017.12.017
Naseem, A., Uddin, E., Ali, Z., Aslam, J., Shah, S. R., Sajid, M., Zaidi, A. A., Javed, A., & Younis, M. Y. (2020). Effect of vortices on power output of vertical axis wind turbine (VAWT). Sustainable Energy Technologies and Assessments, 37, 100586. https://doi.org/10.1016/j.seta.2019.100586 DOI: https://doi.org/10.1016/j.seta.2019.100586
Nasef, M. H., Asaad Awad, B. N., & EL-Askary, W. A. (2025). Installing new additional blades arrangement for improving Savonius rotor performance. In Wind Engineering (Vol. 49, Issue 2, pp. 536–556). https://doi.org/10.1177/0309524X241258478 DOI: https://doi.org/10.1177/0309524X241258478
Norouztabar, R., Mousavi Ajarostaghi, S. S., Mousavi, S. S., Nejat, P., Rahimian Koloor, S. S., & Eldessouki, M. (2022). On the Performance of a Modified Triple Stack Blade Savonius Wind Turbine as a Function of Geometrical Parameters. Sustainability, 14(16), 9816. https://doi.org/10.3390/su14169816 DOI: https://doi.org/10.3390/su14169816
Ogab, M., Norazmi, M. F., & Didane, D. H. (2025). Parametric Analysis of Blade Number Influence on the Aerodynamic Performance of a Savonius Rotor. International Journal of Integrated Engineering, 17(4), 274–287. https://doi.org/doi.org/10.30880/ijie.2025.17.04.024 DOI: https://doi.org/10.30880/ijie.2025.17.04.024
Prabowo, H., Wijayanto, D. S., Saputra, T. W., & Bakar, M. S. Bin. (2023). The Optimization of Savonius Helix Wind Turbine Cut-in Speed with the Variation of Blades-twist Rotor and Number of Blades. JIPTEK, 16(2), 81. https://doi.org/10.20961/jiptek.v16i2.71389 DOI: https://doi.org/10.20961/jiptek.v16i2.71389
Rahman, M. (2018). Numerical and experimental investigation of aerodynamic performance of vertical-axis wind turbine models with various blade designs. Journal of Power and Energy Engineering. DOI: https://doi.org/10.4236/jpee.2018.65003
Rizaldi, T., & Brahmana, N. S. (2024). Performance Analysis of 2 U-Type Savonius Blades for Vertical Rotor Wind Turbine. IOP Conference Series: Earth and Environmental Science, 1302(1), 012110. https://doi.org/10.1088/1755-1315/1302/1/012110 DOI: https://doi.org/10.1088/1755-1315/1302/1/012110
Rizk, M., & Nasr, K. (2023). Computational fluid dynamics investigations over conventional and modified Savonius wind turbines. Heliyon, 9(6), e16876. https://doi.org/10.1016/j.heliyon.2023.e16876 DOI: https://doi.org/10.1016/j.heliyon.2023.e16876
Roy, S., & Saha, U. K. (2013). Investigations on the Effect of Aspect Ratio Into the Performance of Savonius Rotors. ASME 2013 Gas Turbine India Conference, 35161, V001T07A002. https://doi.org/10.1115/GTINDIA2013-3729 DOI: https://doi.org/10.1115/GTINDIA2013-3729
Saad, A. S., Elwardany, A., El-Sharkawy, I. I., Ookawara, S., & Ahmed, M. (2021). Performance evaluation of a novel vertical axis wind turbine using twisted blades in multi-stage Savonius rotors. Energy Conversion and Management, 235(November 2020), 114013. https://doi.org/10.1016/j.enconman.2021.114013 DOI: https://doi.org/10.1016/j.enconman.2021.114013
Shah, M. H., & Alsibiani, S. A. (2020). Design and construction of Savonius Rotor. 3c Tecnología: Glosas de Innovación Aplicadas a La Pyme, 9(1), 65–77. https://doi.org/id.org/0000-0003-2476-5887 DOI: https://doi.org/10.17993/3ctecno.2020.specialissue6.65-77
Shkhair, M. M., Jaber, O. K., & Al Absi, S. M. (2022). Effect of rotor blades number and rotor position on the performance of a diffuser augmented wind turbine. Int. J. Mech. Eng. Robot. Res, 11, 858–864. DOI: https://doi.org/10.18178/ijmerr.11.11.858-864
Shouman, M. R., & Helal, M. M. (2023). Numerical investigation of improvement of counter rotating Savonius turbines performance with curtaining and fin addition on blade. Alexandria Engineering Journal, 75, 233–242. https://doi.org/10.1016/j.aej.2023.05.002 DOI: https://doi.org/10.1016/j.aej.2023.05.002
Sumiati, R., Dinata, U. G. S., & Saputra, D. A. (2024). Enhancing Savonius Rotor Performance With Zigzag Surface Investigated at Drag Force, Pressure, and Flow Visualization Analysis. TEM Journal, 13(2), 866–874. https://doi.org/10.18421/TEM132-03 DOI: https://doi.org/10.18421/TEM132-03
Tian, W., Ni, X., Mao, Z., & Wang, Y.-F. (2022). Study on the performance of a new VAWT with overlapped side-by-side Savonius rotors. Energy Conversion and Management, 264, 115746. https://doi.org/10.1016/j.enconman.2022.115746 DOI: https://doi.org/10.1016/j.enconman.2022.115746
Toudarbari, S., Maghrebi, M. J., & Hashemzadeh, A. (2021). Evaluation of Darrieus wind turbine for different highway settings using CFD simulation. Sustainable Energy Technologies and Assessments, 45, 101077. DOI: https://doi.org/10.1016/j.seta.2021.101077
Utomo, I. S., Tjahjana, D. D. D. P., & Hadi, S. (2018). Experimental studies of Savonius wind turbines with variations sizes and fin numbers towards performance. AIP Conference Proceedings, 1931. https://doi.org/10.1063/1.5024100 DOI: https://doi.org/10.1063/1.5024100
Velásquez, L., Rengifo, J., Saldarriaga, A., Rubio-Clemente, A., & Chica, E. (2025). Geometric Optimization of Savonius Vertical-Axis Wind Turbines Using Full Factorial Design and Response Surface Methodology. Sci, 7(4), 154. https://doi.org/10.3390/sci7040154 DOI: https://doi.org/10.3390/sci7040154
Zemamou, M., Aggour, M., & Toumi, A. (2017). Review of savonius wind turbine design and performance. Energy Procedia, 141, 383–388. https://doi.org/10.1016/j.egypro.2017.11.047 DOI: https://doi.org/10.1016/j.egypro.2017.11.047
Zemamou, M., Toumi, A., Mrigua, K., & Aggour, M. (2019). Modified Design of Savonius Wind Turbine Blade for Performance Improvement. International Journal of Innovative Technology and Exploring Engineering, 9(1), 1432–1437. https://doi.org/10.35940/ijitee.A4202.119119 DOI: https://doi.org/10.35940/ijitee.A4202.119119
Downloads
Published
Issue
Section
License
Copyright (c) 2026 AFRICAN JOURNAL OF APPLIED RESEARCH

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
By submitting and publishing your articles in the African Journal of Applied Research, you agree to transfer the copyright of the Article from the authors to the Journal ( African Journal of Applied Research).