Details
Original language | English |
---|---|
Title of host publication | PCIM Europe digital days 2020 |
Subtitle of host publication | International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management |
Publisher | VDE Verlag GmbH |
Pages | 1208-1216 |
Number of pages | 9 |
ISBN (print) | 9783800752454 |
Publication status | Published - 26 Aug 2020 |
Event | International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management, PCIM Europe 2020 - Virtual, Online Duration: 7 Jul 2020 → 8 Jul 2020 |
Publication series
Name | PCIM Europe Conference Proceedings |
---|---|
Volume | 1 |
ISSN (electronic) | 2191-3358 |
Abstract
Models of electrical components are needed for the simulation of electrical circuits. Typically a function based on currents and voltages is the main result of these simulations. Based on the currents and voltages, the EMC can be evaluated and improved systematically. Unfortunately, sufficient simulation models are often not available, especially when it comes to EMC behavior. Grey box learning is a promising approach to fill this gap. The development of a modelling concept is the focus of this paper.
ASJC Scopus subject areas
- Engineering(all)
- Electrical and Electronic Engineering
Cite this
- Standard
- Harvard
- Apa
- Vancouver
- BibTeX
- RIS
PCIM Europe digital days 2020: International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management. VDE Verlag GmbH, 2020. p. 1208-1216 (PCIM Europe Conference Proceedings; Vol. 1).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
}
TY - GEN
T1 - Machine learning for grey box modelling of electrical components for circuit- and emc-simulation
AU - Roche, Jan Philipp
AU - Friebe, Jens
AU - Niggemann, Oliver
PY - 2020/8/26
Y1 - 2020/8/26
N2 - Models of electrical components are needed for the simulation of electrical circuits. Typically a function based on currents and voltages is the main result of these simulations. Based on the currents and voltages, the EMC can be evaluated and improved systematically. Unfortunately, sufficient simulation models are often not available, especially when it comes to EMC behavior. Grey box learning is a promising approach to fill this gap. The development of a modelling concept is the focus of this paper.
AB - Models of electrical components are needed for the simulation of electrical circuits. Typically a function based on currents and voltages is the main result of these simulations. Based on the currents and voltages, the EMC can be evaluated and improved systematically. Unfortunately, sufficient simulation models are often not available, especially when it comes to EMC behavior. Grey box learning is a promising approach to fill this gap. The development of a modelling concept is the focus of this paper.
UR - http://www.scopus.com/inward/record.url?scp=85089670439&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85089670439
SN - 9783800752454
T3 - PCIM Europe Conference Proceedings
SP - 1208
EP - 1216
BT - PCIM Europe digital days 2020
PB - VDE Verlag GmbH
T2 - International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management, PCIM Europe 2020
Y2 - 7 July 2020 through 8 July 2020
ER -