Optimization of bionic liquid cooling plate of SiC MOSFETs based on Taguchi method and grey relational analysis

Abstract SiC MOSFETs of electric vehicles under high-load operating conditions suffer from severe thermal management challenges. In this study, different structural parameters were combined by the Taguchi method, selecting the average junction temperature of the SiC MOSFETs (Tavg), the coefficient of temperature variation (CVt) and pressure drop (ΔP) as optimization objectives. The influence degree of different structural parameters on optimization objectives was analyzed by signal-to-noise ratio (SNR). Owing to its foundation in a single-objective framework, the Taguchi method is constrained in addressing multi-objective optimization. This study transformed three optimization objectives into grey relational grade (GRG) for thermal management performance optimization through grey relational analysis. The first optimization revealed the number of channels contributed most significantly to Tavg, the channel angle most strongly influenced CVt and the channel height was the primary determinant of pressure drop. Furthermore, through the second optimization, the width ratio was determined to be the greatest effect on Tavg and CVt, while the contraction ratio with the greatest effect on pressure drop. The optimized bionic liquid cooling plate reduced Tavg by up to 15%, CVt by up to 10% and pressure drop by up to 37.6%. This research provides a prospective insight for the thermal management of SiC MOSFETs under high-load operating conditions.

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Publication Details

Journal
Journal of Thermal Science and Engineering Applications
Published
2026-03-31
DOI
https://doi.org/10.1115/1.4071561
Primary Topic
Silicon Carbide Semiconductor Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

Optimization of bionic liquid cooling plate of SiC MOSFETs based on Taguchi method and grey relational analysis

Wenkai Zhao, Haibo Chen, Haizhen Huang, Tianshi Zhang et al.
Journal of Thermal Science and Engineering Applications
Silicon Carbide Semiconductor Technologies
article

Optimization of bionic liquid cooling plate of SiC MOSFETs based on Taguchi method and grey relational analysis

Wenkai Zhao, Haibo Chen, Haizhen Huang, Tianshi Zhang, Tonghe Zhang, Xiaoxia Sun
article en

Abstract

Abstract SiC MOSFETs of electric vehicles under high-load operating conditions suffer from severe thermal management challenges. In this study, different structural parameters were combined by the Taguchi method, selecting the average junction temperature of the SiC MOSFETs (Tavg), the coefficient of temperature variation (CVt) and pressure drop (ΔP) as optimization objectives. The influence degree of different structural parameters on optimization objectives was analyzed by signal-to-noise ratio (SNR). Owing to its foundation in a single-objective framework, the Taguchi method is constrained in addressing multi-objective optimization. This study transformed three optimization objectives into grey relational grade (GRG) for thermal management performance optimization through grey relational analysis. The first optimization revealed the number of channels contributed most significantly to Tavg, the channel angle most strongly influenced CVt and the channel height was the primary determinant of pressure drop. Furthermore, through the second optimization, the width ratio was determined to be the greatest effect on Tavg and CVt, while the contraction ratio with the greatest effect on pressure drop. The optimized bionic liquid cooling plate reduced Tavg by up to 15%, CVt by up to 10% and pressure drop by up to 37.6%. This research provides a prospective insight for the thermal management of SiC MOSFETs under high-load operating conditions.

Journal of Thermal Science and Engineering Applications
Jilin University (CN), WuXi AppTec (China) (CN), China North Industries Group Corporation (China) (CN), Changchun Observatory (CN)
Natural Science Foundation of Jilin Province
Openalex Percentile: Top 14%
Silicon Carbide Semiconductor Technologies
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Optimization of bionic liquid cooling plate of SiC MOSFETs based on Taguchi method and grey relational analysis — Wenkai Zhao, Haibo Chen, et al. · Journal of Thermal Science and Engineering Applications (2026) | TGRS Research Map | TGRS