Early-Stage Design for Reliability Assessment Considering Electrothermal Modeling in High-Speed Integrated Motor Drives

The electrical drive and the electrical motor share the same housing in Integrated Motor Drives (IMDs), which directly affects the reliability of failure-prone components in such a system. Existing studies are often conducted without considering system-level electrothermal reliability interactions in IMDs. This paper proposes a framework for electrothermal modeling for reliability analysis of IMDs during the early design phase. The framework is based on a back-to-back converter as an emulation platform adaptable to different high-speed electrical machines through software reconfiguration alone. It follows two stages: first, it converts the real-world mission profile, including high-speed operation, into load current commands and motor power loss. Secondly, the thermal network modeling accounts for thermal coupling between the components and the motor, which affects the junction temperature and the hot-spot temperature of the DC link capacitor. The parameters of the thermal network of the electrical motor can be the result of a multiphysics simulation or a real available motor. This framework enables reliability assessment considering motor thermal effects in the early design phase without requiring a physical motor prototype, while providing a fast and cost-effective approach for reliability evaluation. The experimental tests are performed to validate an electrothermal modeling framework capable of thermal modeling and reliability analysis. In addition, the reliability analysis of the power device is carried out by doing the simulation results using data from a real motor, selected for integrated power converter applications. The results demonstrate that the thermal interaction between the motor and the electrical drive causes an 11.5% reduction in the predicted B10 lifetime compared with the non-integrated configuration. The non-integrated configuration exhibits approximately 20,000km longer lifetime than the integrated configuration, highlighting the importance of considering motor-drive thermal coupling in IMD reliability assessment.

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Publication Details

Journal
Applied Sciences
Published
2026-07-28
DOI
https://doi.org/10.3390/app16157507
Primary Topic
Silicon Carbide Semiconductor Technologies
Type
article
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article

Early-Stage Design for Reliability Assessment Considering Electrothermal Modeling in High-Speed Integrated Motor Drives

Saeed Peyghami, Soroush Ahooye Atashin, Frede Blaabjerg, Kaichen Zhang et al.
Applied Sciences
Silicon Carbide Semiconductor Technologies
article

Early-Stage Design for Reliability Assessment Considering Electrothermal Modeling in High-Speed Integrated Motor Drives

Saeed Peyghami, Soroush Ahooye Atashin, Frede Blaabjerg, Kaichen Zhang, Pooya Davari
article en

Abstract

The electrical drive and the electrical motor share the same housing in Integrated Motor Drives (IMDs), which directly affects the reliability of failure-prone components in such a system. Existing studies are often conducted without considering system-level electrothermal reliability interactions in IMDs. This paper proposes a framework for electrothermal modeling for reliability analysis of IMDs during the early design phase. The framework is based on a back-to-back converter as an emulation platform adaptable to different high-speed electrical machines through software reconfiguration alone. It follows two stages: first, it converts the real-world mission profile, including high-speed operation, into load current commands and motor power loss. Secondly, the thermal network modeling accounts for thermal coupling between the components and the motor, which affects the junction temperature and the hot-spot temperature of the DC link capacitor. The parameters of the thermal network of the electrical motor can be the result of a multiphysics simulation or a real available motor. This framework enables reliability assessment considering motor thermal effects in the early design phase without requiring a physical motor prototype, while providing a fast and cost-effective approach for reliability evaluation. The experimental tests are performed to validate an electrothermal modeling framework capable of thermal modeling and reliability analysis. In addition, the reliability analysis of the power device is carried out by doing the simulation results using data from a real motor, selected for integrated power converter applications. The results demonstrate that the thermal interaction between the motor and the electrical drive causes an 11.5% reduction in the predicted B10 lifetime compared with the non-integrated configuration. The non-integrated configuration exhibits approximately 20,000km longer lifetime than the integrated configuration, highlighting the importance of considering motor-drive thermal coupling in IMD reliability assessment.

Applied SciencesVol. 16(15)
Aalborg University (DK)
Openalex Percentile: Top 15%
Silicon Carbide Semiconductor Technologies
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