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Modeling and Optimization of Nanofluid-Based Shaft Cooling for Automotive Electric Motors

Author

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  • Davide Di Battista

    (Department of Industrial and Information Engineering and Economics, University of L’Aquila, Piazzale Ernesto Pontieri 1, Monteluco di Roio, 67100 L’Aquila, Italy)

  • Ali Deriszadeh

    (Department of Industrial and Information Engineering and Economics, University of L’Aquila, Piazzale Ernesto Pontieri 1, Monteluco di Roio, 67100 L’Aquila, Italy)

  • Giammarco Di Giovine

    (Department of Industrial and Information Engineering and Economics, University of L’Aquila, Piazzale Ernesto Pontieri 1, Monteluco di Roio, 67100 L’Aquila, Italy)

  • Federico Di Prospero

    (Department of Industrial and Information Engineering and Economics, University of L’Aquila, Piazzale Ernesto Pontieri 1, Monteluco di Roio, 67100 L’Aquila, Italy)

  • Roberto Cipollone

    (Department of Industrial and Information Engineering and Economics, University of L’Aquila, Piazzale Ernesto Pontieri 1, Monteluco di Roio, 67100 L’Aquila, Italy)

Abstract

Electrified powertrains in the transportation sector have increased significantly in recent years, thanks to the need for decarbonization of the on-the-road transport means. However, management of powertrains still deserves particular attention to assess necessary improvements for reducing electric consumption and increasing the mileage of the vehicles. In this regard, electric motor cooling is essential for maintaining optimal performance and longevity. In fact, as electric motors operate, they generate heat due to electric and magnetic phenomena as well as mechanical friction. If not properly managed, this heat can lead to decreased efficiency, accelerated wear, or even failure of critical components. Effective cooling systems ensure that the motor runs within its ideal temperature range, reducing the occurrence of the mentioned concerns. This improves operational reliability and, at the same time, contributes to energy savings and reduced maintenance costs over the components’ life. In this study, the cooling of the rotor of a 130-kW electric motor via refrigerating fluid circulating inside the shaft has been investigated. Two configurations of fluid passages have been considered: a direct-through flow crossing the shaft along its axis and a hollow shaft with recirculating flow, with three types of rotating helical configurations at different pitches. The benefits when using nanofluids as a cooling medium have also been evaluated to enhance the heat transfer coefficient and decrease temperature values. Compared with the baseline configuration using standard fluids (water), the proposed solution employing nanofluids demonstrates effectiveness in terms of heat transfer coefficients (up to 28% higher than pure water), with limited impact on pressure losses, thus reducing rotor temperature by up to 30 K with respect to the baseline. This study opens the possibility of integrating the cooling of the rotor with whole electric motor cooling for electric and hybrid powertrains.

Suggested Citation

  • Davide Di Battista & Ali Deriszadeh & Giammarco Di Giovine & Federico Di Prospero & Roberto Cipollone, 2025. "Modeling and Optimization of Nanofluid-Based Shaft Cooling for Automotive Electric Motors," Energies, MDPI, vol. 18(19), pages 1-25, October.
  • Handle: RePEc:gam:jeners:v:18:y:2025:i:19:p:5286-:d:1765680
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    References listed on IDEAS

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    1. Gaurav Kumar Pandey & Siddharth Sriram Sikha & Abhineet Thakur & Sai Sravan Yarlagadda & Sai Santosh Thatikonda & Bibin Baiju suja & Arkadiusz Mystkowski & Egidijus Dragašius & Edison Gundabattini, 2023. "Thermal Mapping and Heat Transfer Analysis of an Induction Motor of an Electric Vehicle Using Nanofluids as a Cooling Medium," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
    2. Le Sun & Jiafeng Geng & Kaijun Dong & Qin Sun, 2024. "An Experimental Study on the Effect of Nanofluids on the Thermal Conductivity and Rheological Properties of a Coolant for Liquids," Energies, MDPI, vol. 17(6), pages 1-16, March.
    3. Dmytro Konovalov & Ignat Tolstorebrov & Trygve Magne Eikevik & Halina Kobalava & Mykola Radchenko & Armin Hafner & Andrii Radchenko, 2023. "Recent Developments in Cooling Systems and Cooling Management for Electric Motors," Energies, MDPI, vol. 16(19), pages 1-31, October.
    4. Fabio Fatigati & Giammarco Di Giovine & Roberto Cipollone, 2022. "Feasibility Assessment of a Dual Intake-Port Scroll Expander Operating in an ORC-Based Power Unit," Energies, MDPI, vol. 15(3), pages 1-26, January.
    5. Di Giovine, Giammarco & Di Bartolomeo, Marco & Cipollone, Roberto, 2024. "An innovative triple-screw pump for engine cooling in the road transportation sector," Energy, Elsevier, vol. 304(C).
    6. Giorgio Previati & Giampiero Mastinu & Massimiliano Gobbi, 2022. "Thermal Management of Electrified Vehicles—A Review," Energies, MDPI, vol. 15(4), pages 1-29, February.
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