Details
| Original language | English |
|---|---|
| Title of host publication | 24th European Conference on Power Electronics and Applications, EPE 2022 ECCE Europe |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (electronic) | 9789075815399 |
| ISBN (print) | 978-1-6654-8700-9 |
| Publication status | Published - 2022 |
| Event | 24th European Conference on Power Electronics and Applications, EPE 2022 ECCE Europe - Hanover, Germany Duration: 5 Sept 2022 → 9 Sept 2022 |
Abstract
Time domain simulations are important to efficiently optimize function and EMC of electrical circuits in one setup together. Knowledge based grey box modeling is a promising approach for modeling inaccessible circuits which enables simulations of whole electrical systems. Grey box modeling combines the advantages of white and black box modeling. This work examines and evaluates the application possibilities in the field of EMC considerations. Furthermore, perspectives for future work are given.
Keywords
- Discrete-time, EMC/EMI, Modelling, Neural network, Passive Filters
ASJC Scopus subject areas
- Energy(all)
- Energy Engineering and Power Technology
- Engineering(all)
- Electrical and Electronic Engineering
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24th European Conference on Power Electronics and Applications, EPE 2022 ECCE Europe. Institute of Electrical and Electronics Engineers Inc., 2022.
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
}
TY - GEN
T1 - Knowledge Based Grey Box Modeling of Inaccessible Circuits for System EMC-Simulation in Time Domain
AU - Roche, Jan Philipp
AU - Friebe, Jens
AU - Niggemann, Oliver
N1 - Funding Information: Jens Friebe would like to acknowledge the funding by the Ministry of Science and Culture of Lower Saxony and the Volkswagen Foundation. The authors are responsible for the content of this publication.
PY - 2022
Y1 - 2022
N2 - Time domain simulations are important to efficiently optimize function and EMC of electrical circuits in one setup together. Knowledge based grey box modeling is a promising approach for modeling inaccessible circuits which enables simulations of whole electrical systems. Grey box modeling combines the advantages of white and black box modeling. This work examines and evaluates the application possibilities in the field of EMC considerations. Furthermore, perspectives for future work are given.
AB - Time domain simulations are important to efficiently optimize function and EMC of electrical circuits in one setup together. Knowledge based grey box modeling is a promising approach for modeling inaccessible circuits which enables simulations of whole electrical systems. Grey box modeling combines the advantages of white and black box modeling. This work examines and evaluates the application possibilities in the field of EMC considerations. Furthermore, perspectives for future work are given.
KW - Discrete-time
KW - EMC/EMI
KW - Modelling
KW - Neural network
KW - Passive Filters
UR - http://www.scopus.com/inward/record.url?scp=85141635585&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85141635585
SN - 978-1-6654-8700-9
BT - 24th European Conference on Power Electronics and Applications, EPE 2022 ECCE Europe
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 24th European Conference on Power Electronics and Applications, EPE 2022 ECCE Europe
Y2 - 5 September 2022 through 9 September 2022
ER -