TY - GEN
T1 - Novel Method to Speed-Up Power Module Optimisation using Geometrical Rule Checking of Electrical and Thermal Parameter
AU - Wessel, Wilfried
AU - Juhasz, Gergo
AU - Bauer, Florian
AU - Tunc, Alperen
AU - Schwarzbacher, Andreas
AU - Jakob, Christian
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Full automatic power module design optimisation requires novel methods to reduce the time and resources required for highly intensive computational tasks. Tasks such as simulating electrical parasitics and temperatures limit the number of experiments in a given timeframe. With this, the design space cannot be fully explored to find an optimal design. The paper describes how new rules can be developed and applied based on geometrical relations to electrical and thermal parameters. These rules are used as pre-filters for the full automatic optimisation or as pre-checks to determine if a design template can be optimised. A power module with parallel Silicon Carbide metal oxide semiconductor field-effect transistors sharing a common source path was used for this. The geometrical loop matrix was extracted and analysed as an example of such a rule. This matrix enables the analysis of shared copper percentage and the design symmetry of the parallel switching devices. The paper's results significantly improve the optimisation speed by filtering infeasible designs from eight to four hours. The novel method described in this paper is adaptable to other designs, enhancing the overall efficiency of the power module design and verification process.
AB - Full automatic power module design optimisation requires novel methods to reduce the time and resources required for highly intensive computational tasks. Tasks such as simulating electrical parasitics and temperatures limit the number of experiments in a given timeframe. With this, the design space cannot be fully explored to find an optimal design. The paper describes how new rules can be developed and applied based on geometrical relations to electrical and thermal parameters. These rules are used as pre-filters for the full automatic optimisation or as pre-checks to determine if a design template can be optimised. A power module with parallel Silicon Carbide metal oxide semiconductor field-effect transistors sharing a common source path was used for this. The geometrical loop matrix was extracted and analysed as an example of such a rule. This matrix enables the analysis of shared copper percentage and the design symmetry of the parallel switching devices. The paper's results significantly improve the optimisation speed by filtering infeasible designs from eight to four hours. The novel method described in this paper is adaptable to other designs, enhancing the overall efficiency of the power module design and verification process.
KW - Automatic Design Verification
KW - Electrical and Thermal Parameters
KW - Geometrical Rule Checking
KW - Power Module Optimisation
KW - Silicon Carbide MOSFETs
UR - https://www.scopus.com/pages/publications/85216594180
U2 - 10.1109/DMC62632.2024.10812153
DO - 10.1109/DMC62632.2024.10812153
M3 - Conference contribution
AN - SCOPUS:85216594180
T3 - 2024 IEEE Design Methodologies Conference, DMC 2024
BT - 2024 IEEE Design Methodologies Conference, DMC 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 IEEE Design Methodologies Conference, DMC 2024
Y2 - 18 November 2024 through 20 November 2024
ER -