Fast and Accurate Three-Dimensional Thermal Model Based on Discrete Green's Function for Power Electronics

A fast and accurate three-dimensional thermal modeling methodology based on discrete Green's function (DGF) is investigated innovatively for power electronics. Due to the demand of high robustness of power electronic systems, power devices require a fast and accurate thermal prediction or monitoring method. DGF is presented as a promising temperature prediction method, especially when facing new challenges in the complex chip packaging of power devices or the multichip layout of power modules. A detailed simulation algorithm is developed, and comparative simulations is conducted, demonstrating that the DGF method reduces computation time by more than 78% compared to the finite element method (FEM), with the same accuracy. In a double chip simulation, the result of DGF method closely matches the FEM's, demonstrating its superior accuracy in dealing with thermal coupling effects compared to traditional thermal network. Finally, an infrared thermography experiment is designed, validating the high accuracy, which indicated by the R-squared value that is over 0.98 between the results of the DGF method and experimental observations.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Power Electronics
Published
2025-02-13
DOI
https://doi.org/10.1109/tpel.2025.3537984
Citations
2
Primary Topic
Engineering Applied Research
Type
article
Field-Weighted Citation Impact
1.91

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fast and Accurate Three-Dimensional Thermal Model Based on Discrete Green's Function for Power Electronics

Yuqiao Zhang, Yourun Zhang, Bo Zhang, Wan‐Li Ma et al.
2 citations
IEEE Transactions on Power Electronics
Engineering Applied Research
1.91
article

Fast and Accurate Three-Dimensional Thermal Model Based on Discrete Green's Function for Power Electronics

Yuqiao Zhang, Yourun Zhang, Bo Zhang, Wan‐Li Ma, Maojiu Luo, Li Li
article en
2 citations

Abstract

A fast and accurate three-dimensional thermal modeling methodology based on discrete Green's function (DGF) is investigated innovatively for power electronics. Due to the demand of high robustness of power electronic systems, power devices require a fast and accurate thermal prediction or monitoring method. DGF is presented as a promising temperature prediction method, especially when facing new challenges in the complex chip packaging of power devices or the multichip layout of power modules. A detailed simulation algorithm is developed, and comparative simulations is conducted, demonstrating that the DGF method reduces computation time by more than 78% compared to the finite element method (FEM), with the same accuracy. In a double chip simulation, the result of DGF method closely matches the FEM's, demonstrating its superior accuracy in dealing with thermal coupling effects compared to traditional thermal network. Finally, an infrared thermography experiment is designed, validating the high accuracy, which indicated by the R-squared value that is over 0.98 between the results of the DGF method and experimental observations.

IEEE Transactions on Power ElectronicsVol. 40(6)
University of Electronic Science and Technology of China (CN), National Engineering Research Center of Electromagnetic Radiation Control Materials (CN), Gree (China) (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 17%
Engineering Applied Research
1.91
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.