---
_id: '62167'
abstract:
- lang: eng
text: Diese Dissertation befasst sich mit der Entwicklung eines induktiv-basierten
Lokalisierungsverfahrens mittels planarer Spulen, das auf magnetischer Kopplung
beruht. Grundlage ist die elektromagnetische Induktion, bei der sich die entstehende
Spannung proportional zur Gegeninduktivität verhält. Das Verfahren arbeitet im
physikalischen Nahfeld und im Frequenzbereich von einigen kHz bis MHz, um eine
effiziente Kopplung ohne Ausbreitung elektromagnetischer Wellen zu gewährleisten.
Im Vergleich zu etablierten Verfahren wie GPS oder Ultraschall zeigt die induktive
Ortung Vorteile bei kurzer Reichweite, insbesondere durch hohe Genauigkeit im
Zentimeterbereich und geringe Materialabhängigkeit. Zudem lässt sie sich in bestehende
Technologien wie bei der drahtlosen Energieübertragung integrieren und durch Sensorfusion
mit anderen Verfahren kombinieren. Zur Modellierung und Optimierung werden physikalische
Eigenschaften von planaren Spulen und EM-Feldern analysiert und elektrische Ersatzschaltbilder
eingesetzt. Die geometriebasierte Berechnung der Gegeninduktivität ermöglicht
die Entwicklung und Bewertung geeigneter Ortungsalgorithmen. Stochastische Filterverfahren
verbessern zusätzlich die Robustheit gegenüber Umgebungseinflüssen. Abschließend
wird eine modulare Simulationsplattform vorgestellt, die als Grundlage für die
Generierung von Trainingsdaten sowie zur Weiterentwicklung von Mess-, Ortungs-
und Filtermethoden dient.
- lang: eng
text: This dissertation addresses the development of an inductively based localization
method using planar coils, which relies on magnetic coupling. The underlying principle
is electromagnetic induction, where the resulting voltage is proportional to the
mutual inductance. The method operates in the physical near field and within a
frequency range from a few kHz to MHz, ensuring efficient coupling without the
propagation of electromagnetic waves. Compared to established methods such as
GPS or ultrasound, inductive localization offers advantages at short range—particularly
high accuracy in the centimeter range and low dependency on surrounding materials.
Additionally, it can be integrated into existing technologies, such as wireless
power transfer systems, and combined with other methods through sensor fusion.
To support modeling and optimization, the physical properties of planar coils
and electromagnetic fields are analyzed, and equivalent electrical circuit models
are used. Geometry-based calculations of mutual inductance enable the development
and evaluation of suitable localization algorithms. Stochastic filtering methods
further enhance robustness against environmental influences. Finally, a modular
simulation platform is presented, which serves as a foundation for generating
training data as well as for the further development of measurement, localization,
and filtering methods.
author:
- first_name: Sven
full_name: Lange, Sven
id: '38240'
last_name: Lange
orcid: '0009-0007-9150-2266 '
citation:
ama: Lange S. Analyse und Modellierung eines induktiven Ortungsprozesses unter
Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme.
Universitätsbibliothek Paderborn; 2025. doi:10.17619/UNIPB/1-2436
apa: Lange, S. (2025). Analyse und Modellierung eines induktiven Ortungsprozesses
unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme.
Universitätsbibliothek Paderborn. https://doi.org/10.17619/UNIPB/1-2436
bibtex: '@book{Lange_2025, place={Paderborn}, title={Analyse und Modellierung eines
induktiven Ortungsprozesses unter Berücksichtigung der elektromagnetischen Wechselwirkungen
planarer Spulensysteme}, DOI={10.17619/UNIPB/1-2436},
publisher={Universitätsbibliothek Paderborn}, author={Lange, Sven}, year={2025}
}'
chicago: 'Lange, Sven. Analyse und Modellierung eines induktiven Ortungsprozesses
unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme.
Paderborn: Universitätsbibliothek Paderborn, 2025. https://doi.org/10.17619/UNIPB/1-2436.'
ieee: 'S. Lange, Analyse und Modellierung eines induktiven Ortungsprozesses unter
Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme.
Paderborn: Universitätsbibliothek Paderborn, 2025.'
mla: Lange, Sven. Analyse und Modellierung eines induktiven Ortungsprozesses
unter Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme.
Universitätsbibliothek Paderborn, 2025, doi:10.17619/UNIPB/1-2436.
short: S. Lange, Analyse und Modellierung eines induktiven Ortungsprozesses unter
Berücksichtigung der elektromagnetischen Wechselwirkungen planarer Spulensysteme,
Universitätsbibliothek Paderborn, Paderborn, 2025.
date_created: 2025-11-12T10:06:39Z
date_updated: 2025-11-12T10:15:29Z
department:
- _id: '59'
- _id: '61'
- _id: '485'
doi: 10.17619/UNIPB/1-2436
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://digital.ub.uni-paderborn.de/hs/content/titleinfo/8122147
oa: '1'
page: '247'
place: Paderborn
publication_status: published
publisher: Universitätsbibliothek Paderborn
status: public
supervisor:
- first_name: Jens
full_name: Förstner, Jens
id: '158'
last_name: Förstner
orcid: 0000-0001-7059-9862
- first_name: Marcus
full_name: Stiemer, Marcus
last_name: Stiemer
title: Analyse und Modellierung eines induktiven Ortungsprozesses unter Berücksichtigung
der elektromagnetischen Wechselwirkungen planarer Spulensysteme
type: dissertation
user_id: '38240'
year: '2025'
...
---
_id: '55453'
author:
- first_name: Lillian Donna
full_name: Namujju, Lillian Donna
last_name: Namujju
- first_name: Ibrahim
full_name: Mwammenywa, Ibrahim
last_name: Mwammenywa
- first_name: Geoffrey Mark
full_name: Kagarura, Geoffrey Mark
id: '88623'
last_name: Kagarura
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
- first_name: Burkhard
full_name: Hehenkamp, Burkhard
id: '37339'
last_name: Hehenkamp
citation:
ama: 'Namujju LD, Mwammenywa I, Kagarura GM, Hilleringmann U, Hehenkamp B. Smart
Metering and Choice Architecture in Demand-Side Management: A Power Resource-Constrained
Perspective. In: 2024 IEEE 8th Energy Conference (ENERGYCON). IEEE; 2024.
doi:10.1109/energycon58629.2024.10488738'
apa: 'Namujju, L. D., Mwammenywa, I., Kagarura, G. M., Hilleringmann, U., &
Hehenkamp, B. (2024). Smart Metering and Choice Architecture in Demand-Side Management:
A Power Resource-Constrained Perspective. 2024 IEEE 8th Energy Conference (ENERGYCON).
https://doi.org/10.1109/energycon58629.2024.10488738'
bibtex: '@inproceedings{Namujju_Mwammenywa_Kagarura_Hilleringmann_Hehenkamp_2024,
title={Smart Metering and Choice Architecture in Demand-Side Management: A Power
Resource-Constrained Perspective}, DOI={10.1109/energycon58629.2024.10488738},
booktitle={2024 IEEE 8th Energy Conference (ENERGYCON)}, publisher={IEEE}, author={Namujju,
Lillian Donna and Mwammenywa, Ibrahim and Kagarura, Geoffrey Mark and Hilleringmann,
Ulrich and Hehenkamp, Burkhard}, year={2024} }'
chicago: 'Namujju, Lillian Donna, Ibrahim Mwammenywa, Geoffrey Mark Kagarura, Ulrich
Hilleringmann, and Burkhard Hehenkamp. “Smart Metering and Choice Architecture
in Demand-Side Management: A Power Resource-Constrained Perspective.” In 2024
IEEE 8th Energy Conference (ENERGYCON). IEEE, 2024. https://doi.org/10.1109/energycon58629.2024.10488738.'
ieee: 'L. D. Namujju, I. Mwammenywa, G. M. Kagarura, U. Hilleringmann, and B. Hehenkamp,
“Smart Metering and Choice Architecture in Demand-Side Management: A Power Resource-Constrained
Perspective,” 2024, doi: 10.1109/energycon58629.2024.10488738.'
mla: 'Namujju, Lillian Donna, et al. “Smart Metering and Choice Architecture in
Demand-Side Management: A Power Resource-Constrained Perspective.” 2024 IEEE
8th Energy Conference (ENERGYCON), IEEE, 2024, doi:10.1109/energycon58629.2024.10488738.'
short: 'L.D. Namujju, I. Mwammenywa, G.M. Kagarura, U. Hilleringmann, B. Hehenkamp,
in: 2024 IEEE 8th Energy Conference (ENERGYCON), IEEE, 2024.'
date_created: 2024-07-31T08:25:03Z
date_updated: 2024-07-31T08:40:29Z
department:
- _id: '59'
- _id: '280'
doi: 10.1109/energycon58629.2024.10488738
language:
- iso: eng
publication: 2024 IEEE 8th Energy Conference (ENERGYCON)
publication_status: published
publisher: IEEE
status: public
title: 'Smart Metering and Choice Architecture in Demand-Side Management: A Power
Resource-Constrained Perspective'
type: conference
user_id: '16148'
year: '2024'
...
---
_id: '55452'
author:
- first_name: Lillian Donna
full_name: Namujju, Lillian Donna
last_name: Namujju
- first_name: Ibrahim
full_name: Mwammenywa, Ibrahim
last_name: Mwammenywa
- first_name: Geoffrey Mark
full_name: Kagarura, Geoffrey Mark
id: '88623'
last_name: Kagarura
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
- first_name: Burkhard
full_name: Hehenkamp, Burkhard
id: '37339'
last_name: Hehenkamp
citation:
ama: 'Namujju LD, Mwammenywa I, Kagarura GM, Hilleringmann U, Hehenkamp B. Smart
Metering and Choice Architecture in Demand-Side Management: A Power Resource-Constrained
Perspective. In: 2024 IEEE 8th Energy Conference (ENERGYCON). IEEE; 2024.
doi:10.1109/energycon58629.2024.10488738'
apa: 'Namujju, L. D., Mwammenywa, I., Kagarura, G. M., Hilleringmann, U., &
Hehenkamp, B. (2024). Smart Metering and Choice Architecture in Demand-Side Management:
A Power Resource-Constrained Perspective. 2024 IEEE 8th Energy Conference (ENERGYCON).
https://doi.org/10.1109/energycon58629.2024.10488738'
bibtex: '@inproceedings{Namujju_Mwammenywa_Kagarura_Hilleringmann_Hehenkamp_2024,
title={Smart Metering and Choice Architecture in Demand-Side Management: A Power
Resource-Constrained Perspective}, DOI={10.1109/energycon58629.2024.10488738},
booktitle={2024 IEEE 8th Energy Conference (ENERGYCON)}, publisher={IEEE}, author={Namujju,
Lillian Donna and Mwammenywa, Ibrahim and Kagarura, Geoffrey Mark and Hilleringmann,
Ulrich and Hehenkamp, Burkhard}, year={2024} }'
chicago: 'Namujju, Lillian Donna, Ibrahim Mwammenywa, Geoffrey Mark Kagarura, Ulrich
Hilleringmann, and Burkhard Hehenkamp. “Smart Metering and Choice Architecture
in Demand-Side Management: A Power Resource-Constrained Perspective.” In 2024
IEEE 8th Energy Conference (ENERGYCON). IEEE, 2024. https://doi.org/10.1109/energycon58629.2024.10488738.'
ieee: 'L. D. Namujju, I. Mwammenywa, G. M. Kagarura, U. Hilleringmann, and B. Hehenkamp,
“Smart Metering and Choice Architecture in Demand-Side Management: A Power Resource-Constrained
Perspective,” 2024, doi: 10.1109/energycon58629.2024.10488738.'
mla: 'Namujju, Lillian Donna, et al. “Smart Metering and Choice Architecture in
Demand-Side Management: A Power Resource-Constrained Perspective.” 2024 IEEE
8th Energy Conference (ENERGYCON), IEEE, 2024, doi:10.1109/energycon58629.2024.10488738.'
short: 'L.D. Namujju, I. Mwammenywa, G.M. Kagarura, U. Hilleringmann, B. Hehenkamp,
in: 2024 IEEE 8th Energy Conference (ENERGYCON), IEEE, 2024.'
date_created: 2024-07-31T08:22:37Z
date_updated: 2024-07-31T08:40:34Z
department:
- _id: '59'
- _id: '280'
doi: 10.1109/energycon58629.2024.10488738
language:
- iso: eng
publication: 2024 IEEE 8th Energy Conference (ENERGYCON)
publication_status: published
publisher: IEEE
status: public
title: 'Smart Metering and Choice Architecture in Demand-Side Management: A Power
Resource-Constrained Perspective'
type: conference
user_id: '16148'
year: '2024'
...
---
_id: '55455'
author:
- first_name: Ibrahim Abdallah
full_name: Mwammenywa, Ibrahim Abdallah
last_name: Mwammenywa
citation:
ama: Mwammenywa IA. A Novel Autonomous and Real-Time Load Monitoring and Control
System in Microgrids Based on Fuzzy Logic Control and LoRa Wireless Communication.;
2024.
apa: Mwammenywa, I. A. (2024). A Novel Autonomous and Real-time Load Monitoring
and Control System in Microgrids based on Fuzzy Logic Control and LoRa Wireless
Communication.
bibtex: '@book{Mwammenywa_2024, title={A Novel Autonomous and Real-time Load Monitoring
and Control System in Microgrids based on Fuzzy Logic Control and LoRa Wireless
Communication}, author={Mwammenywa, Ibrahim Abdallah}, year={2024} }'
chicago: Mwammenywa, Ibrahim Abdallah. A Novel Autonomous and Real-Time Load
Monitoring and Control System in Microgrids Based on Fuzzy Logic Control and LoRa
Wireless Communication, 2024.
ieee: I. A. Mwammenywa, A Novel Autonomous and Real-time Load Monitoring and
Control System in Microgrids based on Fuzzy Logic Control and LoRa Wireless Communication.
2024.
mla: Mwammenywa, Ibrahim Abdallah. A Novel Autonomous and Real-Time Load Monitoring
and Control System in Microgrids Based on Fuzzy Logic Control and LoRa Wireless
Communication. 2024.
short: I.A. Mwammenywa, A Novel Autonomous and Real-Time Load Monitoring and Control
System in Microgrids Based on Fuzzy Logic Control and LoRa Wireless Communication,
2024.
date_created: 2024-07-31T08:28:19Z
date_updated: 2024-07-31T08:40:20Z
department:
- _id: '59'
language:
- iso: eng
status: public
title: A Novel Autonomous and Real-time Load Monitoring and Control System in Microgrids
based on Fuzzy Logic Control and LoRa Wireless Communication
type: dissertation
user_id: '16148'
year: '2024'
...
---
_id: '59704'
author:
- first_name: Geoffrey Mark
full_name: Kagarura, Geoffrey Mark
id: '88623'
last_name: Kagarura
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
- first_name: Dmitry
full_name: Petrov, Dmitry
id: '8282'
last_name: Petrov
citation:
ama: 'Kagarura GM, Hilleringmann U, Petrov D. A low cost weather monitoring, PV
and prediction system in East Africa. In: 2023 IEEE International Conferences
on Internet of Things (IThings) and IEEE Green Computing &Amp; Communications
(GreenCom) and IEEE Cyber, Physical &Amp; Social Computing (CPSCom) and
IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics).
IEEE; 2024. doi:10.1109/ithings-greencom-cpscom-smartdata-cybermatics60724.2023.00130'
apa: Kagarura, G. M., Hilleringmann, U., & Petrov, D. (2024). A low cost weather
monitoring, PV and prediction system in East Africa. 2023 IEEE International
Conferences on Internet of Things (IThings) and IEEE Green Computing &Amp;
Communications (GreenCom) and IEEE Cyber, Physical &Amp; Social Computing
(CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics).
https://doi.org/10.1109/ithings-greencom-cpscom-smartdata-cybermatics60724.2023.00130
bibtex: '@inproceedings{Kagarura_Hilleringmann_Petrov_2024, title={A low cost weather
monitoring, PV and prediction system in East Africa}, DOI={10.1109/ithings-greencom-cpscom-smartdata-cybermatics60724.2023.00130},
booktitle={2023 IEEE International Conferences on Internet of Things (iThings)
and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber,
Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData)
and IEEE Congress on Cybermatics (Cybermatics)}, publisher={IEEE}, author={Kagarura,
Geoffrey Mark and Hilleringmann, Ulrich and Petrov, Dmitry}, year={2024} }'
chicago: Kagarura, Geoffrey Mark, Ulrich Hilleringmann, and Dmitry Petrov. “A Low
Cost Weather Monitoring, PV and Prediction System in East Africa.” In 2023
IEEE International Conferences on Internet of Things (IThings) and IEEE Green
Computing &Amp; Communications (GreenCom) and IEEE Cyber, Physical &Amp;
Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on
Cybermatics (Cybermatics). IEEE, 2024. https://doi.org/10.1109/ithings-greencom-cpscom-smartdata-cybermatics60724.2023.00130.
ieee: 'G. M. Kagarura, U. Hilleringmann, and D. Petrov, “A low cost weather monitoring,
PV and prediction system in East Africa,” 2024, doi: 10.1109/ithings-greencom-cpscom-smartdata-cybermatics60724.2023.00130.'
mla: Kagarura, Geoffrey Mark, et al. “A Low Cost Weather Monitoring, PV and Prediction
System in East Africa.” 2023 IEEE International Conferences on Internet of
Things (IThings) and IEEE Green Computing &Amp; Communications (GreenCom)
and IEEE Cyber, Physical &Amp; Social Computing (CPSCom) and IEEE Smart
Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), IEEE, 2024,
doi:10.1109/ithings-greencom-cpscom-smartdata-cybermatics60724.2023.00130.
short: 'G.M. Kagarura, U. Hilleringmann, D. Petrov, in: 2023 IEEE International
Conferences on Internet of Things (IThings) and IEEE Green Computing &Amp;
Communications (GreenCom) and IEEE Cyber, Physical &Amp; Social Computing
(CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics),
IEEE, 2024.'
date_created: 2025-04-29T06:47:18Z
date_updated: 2026-02-24T19:17:12Z
department:
- _id: '59'
- _id: '977'
doi: 10.1109/ithings-greencom-cpscom-smartdata-cybermatics60724.2023.00130
language:
- iso: eng
publication: 2023 IEEE International Conferences on Internet of Things (iThings) and
IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical
& Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress
on Cybermatics (Cybermatics)
publication_status: published
publisher: IEEE
status: public
title: A low cost weather monitoring, PV and prediction system in East Africa
type: conference
user_id: '8282'
year: '2024'
...
---
_id: '56782'
author:
- first_name: Sven
full_name: Lange, Sven
id: '38240'
last_name: Lange
orcid: '0009-0007-9150-2266 '
- first_name: Marcel
full_name: Olbrich, Marcel
last_name: Olbrich
- first_name: Dennis
full_name: Hemker, Dennis
last_name: Hemker
- first_name: Jad
full_name: Maalouly, Jad
last_name: Maalouly
- first_name: Jürgen
full_name: Kutter, Jürgen
last_name: Kutter
- first_name: Dominik
full_name: Schröder, Dominik
last_name: Schröder
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Michael
full_name: Kleinen, Michael
last_name: Kleinen
- first_name: Andreas
full_name: Grünwaldt, Andreas
last_name: Grünwaldt
- first_name: Jörg
full_name: Bärenfänger, Jörg
last_name: Bärenfänger
- first_name: Harald
full_name: Mathis, Harald
last_name: Mathis
- first_name: Harald
full_name: Kuhn, Harald
last_name: Kuhn
citation:
ama: 'Lange S, Olbrich M, Hemker D, et al. A Hybrid Data Generation Approach for
the Development of an AI-based EMC Interference Recognition Method. In: 2024
International Symposium on Electromagnetic Compatibility – EMC Europe. IEEE;
2024. doi:10.1109/emceurope59828.2024.10722681'
apa: Lange, S., Olbrich, M., Hemker, D., Maalouly, J., Kutter, J., Schröder, D.,
Hedayat, C., Kleinen, M., Grünwaldt, A., Bärenfänger, J., Mathis, H., & Kuhn,
H. (2024). A Hybrid Data Generation Approach for the Development of an AI-based
EMC Interference Recognition Method. 2024 International Symposium on Electromagnetic
Compatibility – EMC Europe. 2024 International Symposium on Electromagnetic
Compatibility – EMC Europe, Bruges, Belgium. https://doi.org/10.1109/emceurope59828.2024.10722681
bibtex: '@inproceedings{Lange_Olbrich_Hemker_Maalouly_Kutter_Schröder_Hedayat_Kleinen_Grünwaldt_Bärenfänger_et
al._2024, place={Bruges, Belgium}, title={A Hybrid Data Generation Approach for
the Development of an AI-based EMC Interference Recognition Method}, DOI={10.1109/emceurope59828.2024.10722681},
booktitle={2024 International Symposium on Electromagnetic Compatibility – EMC
Europe}, publisher={IEEE}, author={Lange, Sven and Olbrich, Marcel and Hemker,
Dennis and Maalouly, Jad and Kutter, Jürgen and Schröder, Dominik and Hedayat,
Christian and Kleinen, Michael and Grünwaldt, Andreas and Bärenfänger, Jörg and
et al.}, year={2024} }'
chicago: 'Lange, Sven, Marcel Olbrich, Dennis Hemker, Jad Maalouly, Jürgen Kutter,
Dominik Schröder, Christian Hedayat, et al. “A Hybrid Data Generation Approach
for the Development of an AI-Based EMC Interference Recognition Method.” In 2024
International Symposium on Electromagnetic Compatibility – EMC Europe. Bruges,
Belgium: IEEE, 2024. https://doi.org/10.1109/emceurope59828.2024.10722681.'
ieee: 'S. Lange et al., “A Hybrid Data Generation Approach for the Development
of an AI-based EMC Interference Recognition Method,” presented at the 2024 International
Symposium on Electromagnetic Compatibility – EMC Europe, Bruges, Belgium, 2024,
doi: 10.1109/emceurope59828.2024.10722681.'
mla: Lange, Sven, et al. “A Hybrid Data Generation Approach for the Development
of an AI-Based EMC Interference Recognition Method.” 2024 International Symposium
on Electromagnetic Compatibility – EMC Europe, IEEE, 2024, doi:10.1109/emceurope59828.2024.10722681.
short: 'S. Lange, M. Olbrich, D. Hemker, J. Maalouly, J. Kutter, D. Schröder, C.
Hedayat, M. Kleinen, A. Grünwaldt, J. Bärenfänger, H. Mathis, H. Kuhn, in: 2024
International Symposium on Electromagnetic Compatibility – EMC Europe, IEEE, Bruges,
Belgium, 2024.'
conference:
end_date: 2024-09-05
location: Bruges, Belgium
name: 2024 International Symposium on Electromagnetic Compatibility – EMC Europe
start_date: 2024-09-02
date_created: 2024-10-29T10:35:08Z
date_updated: 2025-03-17T12:14:38Z
department:
- _id: '59'
doi: 10.1109/emceurope59828.2024.10722681
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10722681
place: Bruges, Belgium
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2024 International Symposium on Electromagnetic Compatibility – EMC Europe
publication_status: published
publisher: IEEE
status: public
title: A Hybrid Data Generation Approach for the Development of an AI-based EMC Interference
Recognition Method
type: conference
user_id: '38240'
year: '2024'
...
---
_id: '56781'
author:
- first_name: Jad
full_name: Maalouly, Jad
last_name: Maalouly
- first_name: Dennis
full_name: Hemker, Dennis
last_name: Hemker
- first_name: Sven
full_name: Lange, Sven
id: '38240'
last_name: Lange
orcid: '0009-0007-9150-2266 '
- first_name: Marcel
full_name: Olbrich, Marcel
last_name: Olbrich
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Jürgen
full_name: Kutter, Jürgen
last_name: Kutter
- first_name: Harald
full_name: Mathis, Harald
last_name: Mathis
citation:
ama: 'Maalouly J, Hemker D, Lange S, et al. Evaluation of Simulated and Real Measurement
Data for AI-based Interference Classification in EMC Applications. In: 2024
International Symposium on Electromagnetic Compatibility – EMC Europe. IEEE;
2024. doi:10.1109/emceurope59828.2024.10722094'
apa: Maalouly, J., Hemker, D., Lange, S., Olbrich, M., Hedayat, C., Kutter, J.,
& Mathis, H. (2024). Evaluation of Simulated and Real Measurement Data for
AI-based Interference Classification in EMC Applications. 2024 International
Symposium on Electromagnetic Compatibility – EMC Europe. 2024 International
Symposium on Electromagnetic Compatibility – EMC Europe, Brugge, Belgium . https://doi.org/10.1109/emceurope59828.2024.10722094
bibtex: '@inproceedings{Maalouly_Hemker_Lange_Olbrich_Hedayat_Kutter_Mathis_2024,
place={Brugge, Belgium }, title={Evaluation of Simulated and Real Measurement
Data for AI-based Interference Classification in EMC Applications}, DOI={10.1109/emceurope59828.2024.10722094},
booktitle={2024 International Symposium on Electromagnetic Compatibility – EMC
Europe}, publisher={IEEE}, author={Maalouly, Jad and Hemker, Dennis and Lange,
Sven and Olbrich, Marcel and Hedayat, Christian and Kutter, Jürgen and Mathis,
Harald}, year={2024} }'
chicago: 'Maalouly, Jad, Dennis Hemker, Sven Lange, Marcel Olbrich, Christian Hedayat,
Jürgen Kutter, and Harald Mathis. “Evaluation of Simulated and Real Measurement
Data for AI-Based Interference Classification in EMC Applications.” In 2024
International Symposium on Electromagnetic Compatibility – EMC Europe. Brugge,
Belgium : IEEE, 2024. https://doi.org/10.1109/emceurope59828.2024.10722094.'
ieee: 'J. Maalouly et al., “Evaluation of Simulated and Real Measurement
Data for AI-based Interference Classification in EMC Applications,” presented
at the 2024 International Symposium on Electromagnetic Compatibility – EMC Europe,
Brugge, Belgium , 2024, doi: 10.1109/emceurope59828.2024.10722094.'
mla: Maalouly, Jad, et al. “Evaluation of Simulated and Real Measurement Data for
AI-Based Interference Classification in EMC Applications.” 2024 International
Symposium on Electromagnetic Compatibility – EMC Europe, IEEE, 2024, doi:10.1109/emceurope59828.2024.10722094.
short: 'J. Maalouly, D. Hemker, S. Lange, M. Olbrich, C. Hedayat, J. Kutter, H.
Mathis, in: 2024 International Symposium on Electromagnetic Compatibility – EMC
Europe, IEEE, Brugge, Belgium , 2024.'
conference:
end_date: 2024-09-05
location: 'Brugge, Belgium '
name: 2024 International Symposium on Electromagnetic Compatibility – EMC Europe
start_date: 2024-09-02
date_created: 2024-10-29T10:34:53Z
date_updated: 2025-03-17T12:14:48Z
department:
- _id: '59'
doi: 10.1109/emceurope59828.2024.10722094
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10722094
place: 'Brugge, Belgium '
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2024 International Symposium on Electromagnetic Compatibility – EMC Europe
publication_status: published
publisher: IEEE
status: public
title: Evaluation of Simulated and Real Measurement Data for AI-based Interference
Classification in EMC Applications
type: conference
user_id: '38240'
year: '2024'
...
---
_id: '56924'
author:
- first_name: Marcus
full_name: Stiemer, Marcus
last_name: Stiemer
- first_name: Sven
full_name: Lange, Sven
id: '38240'
last_name: Lange
orcid: '0009-0007-9150-2266 '
- first_name: Dominik
full_name: Schröder, Dominik
last_name: Schröder
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Jad
full_name: Maalouly, Jad
last_name: Maalouly
- first_name: Dennis
full_name: Hemker, Dennis
last_name: Hemker
- first_name: Harald
full_name: Mathis, Harald
last_name: Mathis
citation:
ama: 'Stiemer M, Lange S, Schröder D, et al. Enhancing Information Extraction in
EMC Measurements through Artificial Intelligence. In: 2024 Smart Systems Integration
Conference and Exhibition (SSI). IEEE; 2024. doi:10.1109/ssi63222.2024.10740546'
apa: Stiemer, M., Lange, S., Schröder, D., Hedayat, C., Maalouly, J., Hemker, D.,
& Mathis, H. (2024). Enhancing Information Extraction in EMC Measurements
through Artificial Intelligence. 2024 Smart Systems Integration Conference
and Exhibition (SSI). 2024 Smart Systems Integration Conference and Exhibition
(SSI), Hamburg. https://doi.org/10.1109/ssi63222.2024.10740546
bibtex: '@inproceedings{Stiemer_Lange_Schröder_Hedayat_Maalouly_Hemker_Mathis_2024,
place={Hamburg}, title={Enhancing Information Extraction in EMC Measurements through
Artificial Intelligence}, DOI={10.1109/ssi63222.2024.10740546},
booktitle={2024 Smart Systems Integration Conference and Exhibition (SSI)}, publisher={IEEE},
author={Stiemer, Marcus and Lange, Sven and Schröder, Dominik and Hedayat, Christian
and Maalouly, Jad and Hemker, Dennis and Mathis, Harald}, year={2024} }'
chicago: 'Stiemer, Marcus, Sven Lange, Dominik Schröder, Christian Hedayat, Jad
Maalouly, Dennis Hemker, and Harald Mathis. “Enhancing Information Extraction
in EMC Measurements through Artificial Intelligence.” In 2024 Smart Systems
Integration Conference and Exhibition (SSI). Hamburg: IEEE, 2024. https://doi.org/10.1109/ssi63222.2024.10740546.'
ieee: 'M. Stiemer et al., “Enhancing Information Extraction in EMC Measurements
through Artificial Intelligence,” presented at the 2024 Smart Systems Integration
Conference and Exhibition (SSI), Hamburg, 2024, doi: 10.1109/ssi63222.2024.10740546.'
mla: Stiemer, Marcus, et al. “Enhancing Information Extraction in EMC Measurements
through Artificial Intelligence.” 2024 Smart Systems Integration Conference
and Exhibition (SSI), IEEE, 2024, doi:10.1109/ssi63222.2024.10740546.
short: 'M. Stiemer, S. Lange, D. Schröder, C. Hedayat, J. Maalouly, D. Hemker, H.
Mathis, in: 2024 Smart Systems Integration Conference and Exhibition (SSI), IEEE,
Hamburg, 2024.'
conference:
end_date: 2024-04-28
location: Hamburg
name: 2024 Smart Systems Integration Conference and Exhibition (SSI)
start_date: 2024-04-26
date_created: 2024-11-06T13:36:01Z
date_updated: 2025-03-17T12:14:22Z
department:
- _id: '59'
doi: 10.1109/ssi63222.2024.10740546
language:
- iso: eng
place: Hamburg
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2024 Smart Systems Integration Conference and Exhibition (SSI)
publication_status: published
publisher: IEEE
status: public
title: Enhancing Information Extraction in EMC Measurements through Artificial Intelligence
type: conference
user_id: '38240'
year: '2024'
...
---
_id: '57499'
author:
- first_name: J.
full_name: Maalouly, J.
last_name: Maalouly
- first_name: D.
full_name: Hemker, D.
last_name: Hemker
- first_name: C.
full_name: Hedayat, C.
last_name: Hedayat
- first_name: M.
full_name: Olbrich, M.
last_name: Olbrich
- first_name: Sven
full_name: Lange, Sven
id: '38240'
last_name: Lange
orcid: '0009-0007-9150-2266 '
- first_name: H.
full_name: Mathis, H.
last_name: Mathis
citation:
ama: Maalouly J, Hemker D, Hedayat C, Olbrich M, Lange S, Mathis H. Using Autoencoders
to Classify EMC Problems in Electronic System Development. Advances in Radio
Science. 2024;22:53–59. doi:10.5194/ars-22-53-2024
apa: Maalouly, J., Hemker, D., Hedayat, C., Olbrich, M., Lange, S., & Mathis,
H. (2024). Using Autoencoders to Classify EMC Problems in Electronic System Development.
Advances in Radio Science, 22, 53–59. https://doi.org/10.5194/ars-22-53-2024
bibtex: '@article{Maalouly_Hemker_Hedayat_Olbrich_Lange_Mathis_2024, title={Using
Autoencoders to Classify EMC Problems in Electronic System Development}, volume={22},
DOI={10.5194/ars-22-53-2024},
journal={Advances in Radio Science}, author={Maalouly, J. and Hemker, D. and Hedayat,
C. and Olbrich, M. and Lange, Sven and Mathis, H.}, year={2024}, pages={53–59}
}'
chicago: 'Maalouly, J., D. Hemker, C. Hedayat, M. Olbrich, Sven Lange, and H. Mathis.
“Using Autoencoders to Classify EMC Problems in Electronic System Development.”
Advances in Radio Science 22 (2024): 53–59. https://doi.org/10.5194/ars-22-53-2024.'
ieee: 'J. Maalouly, D. Hemker, C. Hedayat, M. Olbrich, S. Lange, and H. Mathis,
“Using Autoencoders to Classify EMC Problems in Electronic System Development,”
Advances in Radio Science, vol. 22, pp. 53–59, 2024, doi: 10.5194/ars-22-53-2024.'
mla: Maalouly, J., et al. “Using Autoencoders to Classify EMC Problems in Electronic
System Development.” Advances in Radio Science, vol. 22, 2024, pp. 53–59,
doi:10.5194/ars-22-53-2024.
short: J. Maalouly, D. Hemker, C. Hedayat, M. Olbrich, S. Lange, H. Mathis, Advances
in Radio Science 22 (2024) 53–59.
conference:
end_date: 2023-09-28
location: Miltenberg
name: Kleinheubacher Berichte 2023
start_date: 2023-09-26
date_created: 2024-11-29T10:05:47Z
date_updated: 2025-03-17T12:13:32Z
department:
- _id: '59'
- _id: '485'
doi: 10.5194/ars-22-53-2024
intvolume: ' 22'
language:
- iso: eng
main_file_link:
- url: https://ars.copernicus.org/articles/22/53/2024/
page: 53–59
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Advances in Radio Science
publication_status: published
status: public
title: Using Autoencoders to Classify EMC Problems in Electronic System Development
type: journal_article
user_id: '38240'
volume: 22
year: '2024'
...
---
_id: '55447'
author:
- first_name: Joseph S.
full_name: Mwakijale, Joseph S.
last_name: Mwakijale
- first_name: Ibrahim
full_name: Mwammenywa, Ibrahim
last_name: Mwammenywa
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
citation:
ama: 'Mwakijale JS, Mwammenywa I, Hilleringmann U. LoRa-based Swarm Grid Implementation
for Rural Electrification in Africa. In: 2023 IEEE PES/IAS PowerAfrica.
IEEE; 2023. doi:10.1109/powerafrica57932.2023.10363319'
apa: Mwakijale, J. S., Mwammenywa, I., & Hilleringmann, U. (2023). LoRa-based
Swarm Grid Implementation for Rural Electrification in Africa. 2023 IEEE PES/IAS
PowerAfrica. https://doi.org/10.1109/powerafrica57932.2023.10363319
bibtex: '@inproceedings{Mwakijale_Mwammenywa_Hilleringmann_2023, title={LoRa-based
Swarm Grid Implementation for Rural Electrification in Africa}, DOI={10.1109/powerafrica57932.2023.10363319},
booktitle={2023 IEEE PES/IAS PowerAfrica}, publisher={IEEE}, author={Mwakijale,
Joseph S. and Mwammenywa, Ibrahim and Hilleringmann, Ulrich}, year={2023} }'
chicago: Mwakijale, Joseph S., Ibrahim Mwammenywa, and Ulrich Hilleringmann. “LoRa-Based
Swarm Grid Implementation for Rural Electrification in Africa.” In 2023 IEEE
PES/IAS PowerAfrica. IEEE, 2023. https://doi.org/10.1109/powerafrica57932.2023.10363319.
ieee: 'J. S. Mwakijale, I. Mwammenywa, and U. Hilleringmann, “LoRa-based Swarm Grid
Implementation for Rural Electrification in Africa,” 2023, doi: 10.1109/powerafrica57932.2023.10363319.'
mla: Mwakijale, Joseph S., et al. “LoRa-Based Swarm Grid Implementation for Rural
Electrification in Africa.” 2023 IEEE PES/IAS PowerAfrica, IEEE, 2023,
doi:10.1109/powerafrica57932.2023.10363319.
short: 'J.S. Mwakijale, I. Mwammenywa, U. Hilleringmann, in: 2023 IEEE PES/IAS PowerAfrica,
IEEE, 2023.'
date_created: 2024-07-31T08:02:58Z
date_updated: 2024-07-31T08:06:31Z
department:
- _id: '59'
doi: 10.1109/powerafrica57932.2023.10363319
language:
- iso: eng
publication: 2023 IEEE PES/IAS PowerAfrica
publication_status: published
publisher: IEEE
status: public
title: LoRa-based Swarm Grid Implementation for Rural Electrification in Africa
type: conference
user_id: '16148'
year: '2023'
...
---
_id: '39359'
author:
- first_name: Ibrahim
full_name: Mwammenywa, Ibrahim
last_name: Mwammenywa
- first_name: Dmitry
full_name: Petrov, Dmitry
id: '8282'
last_name: Petrov
- first_name: Philipp
full_name: Holle, Philipp
last_name: Holle
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
citation:
ama: 'Mwammenywa I, Petrov D, Holle P, Hilleringmann U. LoRa Transceiver for Load
Monitoring and Control System in Microgrids. In: 2022 International Conference
on Engineering and Emerging Technologies (ICEET). IEEE; 2023. doi:10.1109/iceet56468.2022.10007274'
apa: Mwammenywa, I., Petrov, D., Holle, P., & Hilleringmann, U. (2023). LoRa
Transceiver for Load Monitoring and Control System in Microgrids. 2022 International
Conference on Engineering and Emerging Technologies (ICEET). https://doi.org/10.1109/iceet56468.2022.10007274
bibtex: '@inproceedings{Mwammenywa_Petrov_Holle_Hilleringmann_2023, title={LoRa
Transceiver for Load Monitoring and Control System in Microgrids}, DOI={10.1109/iceet56468.2022.10007274},
booktitle={2022 International Conference on Engineering and Emerging Technologies
(ICEET)}, publisher={IEEE}, author={Mwammenywa, Ibrahim and Petrov, Dmitry and
Holle, Philipp and Hilleringmann, Ulrich}, year={2023} }'
chicago: Mwammenywa, Ibrahim, Dmitry Petrov, Philipp Holle, and Ulrich Hilleringmann.
“LoRa Transceiver for Load Monitoring and Control System in Microgrids.” In 2022
International Conference on Engineering and Emerging Technologies (ICEET).
IEEE, 2023. https://doi.org/10.1109/iceet56468.2022.10007274.
ieee: 'I. Mwammenywa, D. Petrov, P. Holle, and U. Hilleringmann, “LoRa Transceiver
for Load Monitoring and Control System in Microgrids,” 2023, doi: 10.1109/iceet56468.2022.10007274.'
mla: Mwammenywa, Ibrahim, et al. “LoRa Transceiver for Load Monitoring and Control
System in Microgrids.” 2022 International Conference on Engineering and Emerging
Technologies (ICEET), IEEE, 2023, doi:10.1109/iceet56468.2022.10007274.
short: 'I. Mwammenywa, D. Petrov, P. Holle, U. Hilleringmann, in: 2022 International
Conference on Engineering and Emerging Technologies (ICEET), IEEE, 2023.'
date_created: 2023-01-24T09:35:34Z
date_updated: 2026-02-24T19:10:57Z
department:
- _id: '59'
- _id: '977'
doi: 10.1109/iceet56468.2022.10007274
language:
- iso: eng
publication: 2022 International Conference on Engineering and Emerging Technologies
(ICEET)
publication_status: published
publisher: IEEE
status: public
title: LoRa Transceiver for Load Monitoring and Control System in Microgrids
type: conference
user_id: '8282'
year: '2023'
...
---
_id: '49890'
abstract:
- lang: eng
text: In this paper, the influence of the environment on an inductive location system
is analyzed. In the inductive location method, high frequency magnetic fields
generated by planar coils lead to induction in other coils, which is used for
localization analysis. Magnetic fields are not affected by changes in the dielectric
properties of the environment, which is an advantage over other localization methods.
However, electrical material parameters can still affect the localization results
by indirect effects. For this reason, in this publication the influence will be
investigated using real material parameters and their effects on the localization
will be considered, so that the robustness and the limits of the inductive localization
can be evaluated.
author:
- first_name: Sven
full_name: Lange, Sven
id: '38240'
last_name: Lange
orcid: '0009-0007-9150-2266 '
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Harald
full_name: Kuhn, Harald
last_name: Kuhn
- first_name: Jens
full_name: Förstner, Jens
id: '158'
last_name: Förstner
orcid: 0000-0001-7059-9862
citation:
ama: 'Lange S, Hilleringmann U, Hedayat C, Kuhn H, Förstner J. Characterization
of Various Environmental Influences on the Inductive Localization. In: 2023
IEEE Conference on Antenna Measurements and Applications (CAMA). IEEE; 2023.
doi:10.1109/cama57522.2023.10352780'
apa: Lange, S., Hilleringmann, U., Hedayat, C., Kuhn, H., & Förstner, J. (2023).
Characterization of Various Environmental Influences on the Inductive Localization.
2023 IEEE Conference on Antenna Measurements and Applications (CAMA). 2023
IEEE Conference on Antenna Measurements and Applications (CAMA), Genoa, Italy
. https://doi.org/10.1109/cama57522.2023.10352780
bibtex: '@inproceedings{Lange_Hilleringmann_Hedayat_Kuhn_Förstner_2023, place={Genoa,
Italy }, title={Characterization of Various Environmental Influences on the Inductive
Localization}, DOI={10.1109/cama57522.2023.10352780},
booktitle={2023 IEEE Conference on Antenna Measurements and Applications (CAMA)},
publisher={IEEE}, author={Lange, Sven and Hilleringmann, Ulrich and Hedayat, Christian
and Kuhn, Harald and Förstner, Jens}, year={2023} }'
chicago: 'Lange, Sven, Ulrich Hilleringmann, Christian Hedayat, Harald Kuhn, and
Jens Förstner. “Characterization of Various Environmental Influences on the Inductive
Localization.” In 2023 IEEE Conference on Antenna Measurements and Applications
(CAMA). Genoa, Italy : IEEE, 2023. https://doi.org/10.1109/cama57522.2023.10352780.'
ieee: 'S. Lange, U. Hilleringmann, C. Hedayat, H. Kuhn, and J. Förstner, “Characterization
of Various Environmental Influences on the Inductive Localization,” presented
at the 2023 IEEE Conference on Antenna Measurements and Applications (CAMA), Genoa,
Italy , 2023, doi: 10.1109/cama57522.2023.10352780.'
mla: Lange, Sven, et al. “Characterization of Various Environmental Influences on
the Inductive Localization.” 2023 IEEE Conference on Antenna Measurements and
Applications (CAMA), IEEE, 2023, doi:10.1109/cama57522.2023.10352780.
short: 'S. Lange, U. Hilleringmann, C. Hedayat, H. Kuhn, J. Förstner, in: 2023 IEEE
Conference on Antenna Measurements and Applications (CAMA), IEEE, Genoa, Italy
, 2023.'
conference:
end_date: 2023-11-17
location: 'Genoa, Italy '
name: 2023 IEEE Conference on Antenna Measurements and Applications (CAMA)
start_date: 2023-11-15
date_created: 2023-12-20T08:36:58Z
date_updated: 2024-11-30T19:31:57Z
department:
- _id: '59'
- _id: '61'
- _id: '485'
doi: 10.1109/cama57522.2023.10352780
keyword:
- Planar coils
- inductive locating
- magnetic fields
- environmental influences
- eddy currents
- tet_topic_hf
- tet_enas
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10352780
place: 'Genoa, Italy '
publication: 2023 IEEE Conference on Antenna Measurements and Applications (CAMA)
publication_identifier:
eisbn:
- 979-8-3503-2304-7
publication_status: published
publisher: IEEE
status: public
title: Characterization of Various Environmental Influences on the Inductive Localization
type: conference
user_id: '158'
year: '2023'
...
---
_id: '34140'
abstract:
- lang: eng
text: In this paper, machine learning techniques will be used to classify different
PCB layouts given their electromagnetic frequency spectra. These spectra result
from a simulated near-field measurement of electric field strengths at different
locations. Measured values consist of real and imaginary parts (amplitude and
phase) in X, Y and Z directions. Training data was obtained in the time domain
by varying transmission line geometries (size, distance and signaling). It was
then transformed into the frequency domain and used as deep neural network input.
Principal component analysis was applied to reduce the sample dimension. The results
show that classifying different designs is possible with high accuracy based on
synthetic data. Future work comprises measurements of real, custom-made PCB with
varying parameters to adapt the simulation model and also test the neural network.
Finally, the trained model could be used to give hints about the error’s cause
when overshooting EMC limits.
author:
- first_name: Jad
full_name: Maalouly, Jad
last_name: Maalouly
- first_name: Dennis
full_name: Hemker, Dennis
last_name: Hemker
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Christian
full_name: Rückert, Christian
last_name: Rückert
- first_name: Ivan
full_name: Kaufmann, Ivan
last_name: Kaufmann
- first_name: Marcel
full_name: Olbrich, Marcel
last_name: Olbrich
- first_name: Sven
full_name: Lange, Sven
id: '38240'
last_name: Lange
- first_name: Harald
full_name: Mathis, Harald
last_name: Mathis
citation:
ama: 'Maalouly J, Hemker D, Hedayat C, et al. AI Assisted Interference Classification
to Improve EMC Troubleshooting in Electronic System Development. In: 2022 Kleinheubach
Conference. IEEE; 2022.'
apa: Maalouly, J., Hemker, D., Hedayat, C., Rückert, C., Kaufmann, I., Olbrich,
M., Lange, S., & Mathis, H. (2022). AI Assisted Interference Classification
to Improve EMC Troubleshooting in Electronic System Development. 2022 Kleinheubach
Conference. 2022 Kleinheubach Conference, Miltenberg, Germany.
bibtex: '@inproceedings{Maalouly_Hemker_Hedayat_Rückert_Kaufmann_Olbrich_Lange_Mathis_2022,
place={Miltenberg, Germany}, title={AI Assisted Interference Classification to
Improve EMC Troubleshooting in Electronic System Development}, booktitle={2022
Kleinheubach Conference}, publisher={IEEE}, author={Maalouly, Jad and Hemker,
Dennis and Hedayat, Christian and Rückert, Christian and Kaufmann, Ivan and Olbrich,
Marcel and Lange, Sven and Mathis, Harald}, year={2022} }'
chicago: 'Maalouly, Jad, Dennis Hemker, Christian Hedayat, Christian Rückert, Ivan
Kaufmann, Marcel Olbrich, Sven Lange, and Harald Mathis. “AI Assisted Interference
Classification to Improve EMC Troubleshooting in Electronic System Development.”
In 2022 Kleinheubach Conference. Miltenberg, Germany: IEEE, 2022.'
ieee: J. Maalouly et al., “AI Assisted Interference Classification to Improve
EMC Troubleshooting in Electronic System Development,” presented at the 2022 Kleinheubach
Conference, Miltenberg, Germany, 2022.
mla: Maalouly, Jad, et al. “AI Assisted Interference Classification to Improve EMC
Troubleshooting in Electronic System Development.” 2022 Kleinheubach Conference,
IEEE, 2022.
short: 'J. Maalouly, D. Hemker, C. Hedayat, C. Rückert, I. Kaufmann, M. Olbrich,
S. Lange, H. Mathis, in: 2022 Kleinheubach Conference, IEEE, Miltenberg, Germany,
2022.'
conference:
end_date: 2022-09-29
location: Miltenberg, Germany
name: 2022 Kleinheubach Conference
start_date: 2022-09-27
date_created: 2022-11-24T14:21:17Z
date_updated: 2022-11-24T14:21:34Z
department:
- _id: '59'
- _id: '485'
keyword:
- emc
- pcb
- electronic system development
- machine learning
- neural network
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/9954484
place: Miltenberg, Germany
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2022 Kleinheubach Conference
publication_identifier:
eisbn:
- 978-3-948571-07-8
publication_status: published
publisher: IEEE
status: public
title: AI Assisted Interference Classification to Improve EMC Troubleshooting in Electronic
System Development
type: conference
user_id: '38240'
year: '2022'
...
---
_id: '33508'
abstract:
- lang: eng
text: In this work, methods will be evaluated to numerically calculate the passive
electrical parameters of planar coils. These parameters can then be used to optimize
inductive applications such as wireless power transmission. The focus here will
be on inductive localization, which uses high-frequency magnetic fields and the
resulting induced voltage to provide localization through the coupling parameter
mutual inductance. To achieve localization with high accuracy and best possible
operation (resonance, signal strength, etc.), the coil parameters need to be well
known. For this reason, some numerical methods for the calculation of these quantities
are presented and validated. In addition, the physical effects are thereby considered
in more detail, allowing the localization procedure to be better optimized compared
to simulative black-box methods. The goal should be a dedicated simulation platform
for planar coils to be able to develop training data for neural networks and to
test and optimize localization algorithms.
author:
- first_name: Sven
full_name: Lange, Sven
id: '38240'
last_name: Lange
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Harald
full_name: Kuhn, Harald
last_name: Kuhn
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
last_name: Hilleringmann
citation:
ama: 'Lange S, Hedayat C, Kuhn H, Hilleringmann U. Modeling and Characterization
of a 3D Environment for the Design of an Inductively Based Locating Method by
Coil Couplings. In: 2022 Smart Systems Integration (SSI). IEEE; 2022. doi:10.1109/ssi56489.2022.9901416'
apa: Lange, S., Hedayat, C., Kuhn, H., & Hilleringmann, U. (2022). Modeling
and Characterization of a 3D Environment for the Design of an Inductively Based
Locating Method by Coil Couplings. 2022 Smart Systems Integration (SSI).
2022 Smart Systems Integration (SSI), Grenoble, France. https://doi.org/10.1109/ssi56489.2022.9901416
bibtex: '@inproceedings{Lange_Hedayat_Kuhn_Hilleringmann_2022, place={Grenoble,
France}, title={Modeling and Characterization of a 3D Environment for the Design
of an Inductively Based Locating Method by Coil Couplings}, DOI={10.1109/ssi56489.2022.9901416},
booktitle={2022 Smart Systems Integration (SSI)}, publisher={IEEE}, author={Lange,
Sven and Hedayat, Christian and Kuhn, Harald and Hilleringmann, Ulrich}, year={2022}
}'
chicago: 'Lange, Sven, Christian Hedayat, Harald Kuhn, and Ulrich Hilleringmann.
“Modeling and Characterization of a 3D Environment for the Design of an Inductively
Based Locating Method by Coil Couplings.” In 2022 Smart Systems Integration
(SSI). Grenoble, France: IEEE, 2022. https://doi.org/10.1109/ssi56489.2022.9901416.'
ieee: 'S. Lange, C. Hedayat, H. Kuhn, and U. Hilleringmann, “Modeling and Characterization
of a 3D Environment for the Design of an Inductively Based Locating Method by
Coil Couplings,” presented at the 2022 Smart Systems Integration (SSI), Grenoble,
France, 2022, doi: 10.1109/ssi56489.2022.9901416.'
mla: Lange, Sven, et al. “Modeling and Characterization of a 3D Environment for
the Design of an Inductively Based Locating Method by Coil Couplings.” 2022
Smart Systems Integration (SSI), IEEE, 2022, doi:10.1109/ssi56489.2022.9901416.
short: 'S. Lange, C. Hedayat, H. Kuhn, U. Hilleringmann, in: 2022 Smart Systems
Integration (SSI), IEEE, Grenoble, France, 2022.'
conference:
end_date: 2022-04-28
location: Grenoble, France
name: 2022 Smart Systems Integration (SSI)
start_date: 2022-04-27
date_created: 2022-10-04T11:26:11Z
date_updated: 2022-10-04T11:35:11Z
department:
- _id: '59'
- _id: '485'
doi: 10.1109/ssi56489.2022.9901416
keyword:
- Simulation Environment
- Inductive Localization
- Coil Parameters
- Inductive Applications
- Near-Field
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/9901416
place: Grenoble, France
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2022 Smart Systems Integration (SSI)
publication_identifier:
eisbn:
- 978-1-6654-8849-5
publication_status: published
publisher: IEEE
status: public
title: Modeling and Characterization of a 3D Environment for the Design of an Inductively
Based Locating Method by Coil Couplings
type: conference
user_id: '38240'
year: '2022'
...
---
_id: '33510'
abstract:
- lang: eng
text: In the manufacture of real wood products, defects can quickly occur during
the production process. To quickly sort out these defects, a system is needed
that finds damage in the irregularly structured surfaces of the product. The difficulty
in this task is that each surface is visually different and no standard defects
can be defined. Thus, damage detection using correlation does not work, so this
paper will test different machine learning methods. To evaluate different machine
learning methods, a data set is needed. For this reason, the available samples
were recorded manually using a static fixed camera. Subsequently, the images were
divided into sub-images, which resulted in a relatively small data set. Next,
a convolutional neural network (CNN) was constructed to classify the images. However,
this approach did not lead to a generalized solution, so the dataset was hashed
using the a- and pHash. These hash values were then trained with a fully supervised
system that will later serve as a reference model, in the semi-supervised learning
procedures. To improve the supervised model and not have to label every data point,
semi-supervised learning methods are used in the following. For this purpose,
the CEAL method (wrapper method) is considered in the first and then the Π-Model
(intrinsically semi-supervised).
author:
- first_name: Tom
full_name: Sander, Tom
last_name: Sander
- first_name: Sven
full_name: Lange, Sven
id: '38240'
last_name: Lange
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
last_name: Hilleringmann
- first_name: Volker
full_name: Geneiß, Volker
last_name: Geneiß
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Harald
full_name: Kuhn, Harald
last_name: Kuhn
citation:
ama: 'Sander T, Lange S, Hilleringmann U, Geneiß V, Hedayat C, Kuhn H. Detection
of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised
Learning Methods. In: 2022 Smart Systems Integration (SSI). IEEE; 2022.
doi:10.1109/ssi56489.2022.9901433'
apa: Sander, T., Lange, S., Hilleringmann, U., Geneiß, V., Hedayat, C., & Kuhn,
H. (2022). Detection of Defects on Irregularly Structured Surfaces using Supervised
and Semi-Supervised Learning Methods. 2022 Smart Systems Integration (SSI).
2022 Smart Systems Integration (SSI), Grenoble, France. https://doi.org/10.1109/ssi56489.2022.9901433
bibtex: '@inproceedings{Sander_Lange_Hilleringmann_Geneiß_Hedayat_Kuhn_2022, place={Grenoble,
France}, title={Detection of Defects on Irregularly Structured Surfaces using
Supervised and Semi-Supervised Learning Methods}, DOI={10.1109/ssi56489.2022.9901433},
booktitle={2022 Smart Systems Integration (SSI)}, publisher={IEEE}, author={Sander,
Tom and Lange, Sven and Hilleringmann, Ulrich and Geneiß, Volker and Hedayat,
Christian and Kuhn, Harald}, year={2022} }'
chicago: 'Sander, Tom, Sven Lange, Ulrich Hilleringmann, Volker Geneiß, Christian
Hedayat, and Harald Kuhn. “Detection of Defects on Irregularly Structured Surfaces
Using Supervised and Semi-Supervised Learning Methods.” In 2022 Smart Systems
Integration (SSI). Grenoble, France: IEEE, 2022. https://doi.org/10.1109/ssi56489.2022.9901433.'
ieee: 'T. Sander, S. Lange, U. Hilleringmann, V. Geneiß, C. Hedayat, and H. Kuhn,
“Detection of Defects on Irregularly Structured Surfaces using Supervised and
Semi-Supervised Learning Methods,” presented at the 2022 Smart Systems Integration
(SSI), Grenoble, France, 2022, doi: 10.1109/ssi56489.2022.9901433.'
mla: Sander, Tom, et al. “Detection of Defects on Irregularly Structured Surfaces
Using Supervised and Semi-Supervised Learning Methods.” 2022 Smart Systems
Integration (SSI), IEEE, 2022, doi:10.1109/ssi56489.2022.9901433.
short: 'T. Sander, S. Lange, U. Hilleringmann, V. Geneiß, C. Hedayat, H. Kuhn, in:
2022 Smart Systems Integration (SSI), IEEE, Grenoble, France, 2022.'
conference:
end_date: 2022-04-28
location: Grenoble, France
name: 2022 Smart Systems Integration (SSI)
start_date: 2022-04-27
date_created: 2022-10-04T11:35:55Z
date_updated: 2022-10-04T11:37:39Z
department:
- _id: '59'
- _id: '485'
doi: 10.1109/ssi56489.2022.9901433
keyword:
- Machine Learning
- CNN
- Hashing
- semi-supervised learning
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/9901433
place: Grenoble, France
project:
- _id: '52'
name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2022 Smart Systems Integration (SSI)
publication_status: published
publisher: IEEE
status: public
title: Detection of Defects on Irregularly Structured Surfaces using Supervised and
Semi-Supervised Learning Methods
type: conference
user_id: '38240'
year: '2022'
...
---
_id: '39376'
author:
- first_name: Tom
full_name: Sander, Tom
last_name: Sander
- first_name: Sven
full_name: Lange, Sven
last_name: Lange
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
- first_name: Volker
full_name: Geneis, Volker
last_name: Geneis
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Harald
full_name: Kuhn, Harald
last_name: Kuhn
citation:
ama: 'Sander T, Lange S, Hilleringmann U, Geneis V, Hedayat C, Kuhn H. Detection
of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised
Learning Methods. In: 2022 Smart Systems Integration (SSI). IEEE; 2022.
doi:10.1109/ssi56489.2022.9901433'
apa: Sander, T., Lange, S., Hilleringmann, U., Geneis, V., Hedayat, C., & Kuhn,
H. (2022). Detection of Defects on Irregularly Structured Surfaces using Supervised
and Semi-Supervised Learning Methods. 2022 Smart Systems Integration (SSI).
https://doi.org/10.1109/ssi56489.2022.9901433
bibtex: '@inproceedings{Sander_Lange_Hilleringmann_Geneis_Hedayat_Kuhn_2022, title={Detection
of Defects on Irregularly Structured Surfaces using Supervised and Semi-Supervised
Learning Methods}, DOI={10.1109/ssi56489.2022.9901433},
booktitle={2022 Smart Systems Integration (SSI)}, publisher={IEEE}, author={Sander,
Tom and Lange, Sven and Hilleringmann, Ulrich and Geneis, Volker and Hedayat,
Christian and Kuhn, Harald}, year={2022} }'
chicago: Sander, Tom, Sven Lange, Ulrich Hilleringmann, Volker Geneis, Christian
Hedayat, and Harald Kuhn. “Detection of Defects on Irregularly Structured Surfaces
Using Supervised and Semi-Supervised Learning Methods.” In 2022 Smart Systems
Integration (SSI). IEEE, 2022. https://doi.org/10.1109/ssi56489.2022.9901433.
ieee: 'T. Sander, S. Lange, U. Hilleringmann, V. Geneis, C. Hedayat, and H. Kuhn,
“Detection of Defects on Irregularly Structured Surfaces using Supervised and
Semi-Supervised Learning Methods,” 2022, doi: 10.1109/ssi56489.2022.9901433.'
mla: Sander, Tom, et al. “Detection of Defects on Irregularly Structured Surfaces
Using Supervised and Semi-Supervised Learning Methods.” 2022 Smart Systems
Integration (SSI), IEEE, 2022, doi:10.1109/ssi56489.2022.9901433.
short: 'T. Sander, S. Lange, U. Hilleringmann, V. Geneis, C. Hedayat, H. Kuhn, in:
2022 Smart Systems Integration (SSI), IEEE, 2022.'
date_created: 2023-01-24T10:05:48Z
date_updated: 2023-03-22T10:28:37Z
department:
- _id: '59'
doi: 10.1109/ssi56489.2022.9901433
language:
- iso: eng
publication: 2022 Smart Systems Integration (SSI)
publication_status: published
publisher: IEEE
status: public
title: Detection of Defects on Irregularly Structured Surfaces using Supervised and
Semi-Supervised Learning Methods
type: conference
user_id: '20179'
year: '2022'
...
---
_id: '39372'
author:
- first_name: Sven
full_name: Lange, Sven
last_name: Lange
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Harald
full_name: Kuhn, Harald
last_name: Kuhn
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
citation:
ama: 'Lange S, Hedayat C, Kuhn H, Hilleringmann U. Modeling and Characterization
of a 3D Environment for the Design of an Inductively Based Locating Method by
Coil Couplings. In: 2022 Smart Systems Integration (SSI). IEEE; 2022. doi:10.1109/ssi56489.2022.9901416'
apa: Lange, S., Hedayat, C., Kuhn, H., & Hilleringmann, U. (2022). Modeling
and Characterization of a 3D Environment for the Design of an Inductively Based
Locating Method by Coil Couplings. 2022 Smart Systems Integration (SSI).
https://doi.org/10.1109/ssi56489.2022.9901416
bibtex: '@inproceedings{Lange_Hedayat_Kuhn_Hilleringmann_2022, title={Modeling and
Characterization of a 3D Environment for the Design of an Inductively Based Locating
Method by Coil Couplings}, DOI={10.1109/ssi56489.2022.9901416},
booktitle={2022 Smart Systems Integration (SSI)}, publisher={IEEE}, author={Lange,
Sven and Hedayat, Christian and Kuhn, Harald and Hilleringmann, Ulrich}, year={2022}
}'
chicago: Lange, Sven, Christian Hedayat, Harald Kuhn, and Ulrich Hilleringmann.
“Modeling and Characterization of a 3D Environment for the Design of an Inductively
Based Locating Method by Coil Couplings.” In 2022 Smart Systems Integration
(SSI). IEEE, 2022. https://doi.org/10.1109/ssi56489.2022.9901416.
ieee: 'S. Lange, C. Hedayat, H. Kuhn, and U. Hilleringmann, “Modeling and Characterization
of a 3D Environment for the Design of an Inductively Based Locating Method by
Coil Couplings,” 2022, doi: 10.1109/ssi56489.2022.9901416.'
mla: Lange, Sven, et al. “Modeling and Characterization of a 3D Environment for
the Design of an Inductively Based Locating Method by Coil Couplings.” 2022
Smart Systems Integration (SSI), IEEE, 2022, doi:10.1109/ssi56489.2022.9901416.
short: 'S. Lange, C. Hedayat, H. Kuhn, U. Hilleringmann, in: 2022 Smart Systems
Integration (SSI), IEEE, 2022.'
date_created: 2023-01-24T10:02:44Z
date_updated: 2023-03-22T10:27:01Z
department:
- _id: '59'
doi: 10.1109/ssi56489.2022.9901416
language:
- iso: eng
publication: 2022 Smart Systems Integration (SSI)
publication_status: published
publisher: IEEE
status: public
title: Modeling and Characterization of a 3D Environment for the Design of an Inductively
Based Locating Method by Coil Couplings
type: conference
user_id: '20179'
year: '2022'
...
---
_id: '39373'
author:
- first_name: Sven
full_name: Lange, Sven
last_name: Lange
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Harald
full_name: Kuhn, Harald
last_name: Kuhn
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
citation:
ama: 'Lange S, Hedayat C, Kuhn H, Hilleringmann U. Modeling and Characterization
of a 3D Environment for the Design of an Inductively Based Locating Method by
Coil Couplings. In: 2022 Smart Systems Integration (SSI). IEEE; 2022. doi:10.1109/ssi56489.2022.9901416'
apa: Lange, S., Hedayat, C., Kuhn, H., & Hilleringmann, U. (2022). Modeling
and Characterization of a 3D Environment for the Design of an Inductively Based
Locating Method by Coil Couplings. 2022 Smart Systems Integration (SSI).
https://doi.org/10.1109/ssi56489.2022.9901416
bibtex: '@inproceedings{Lange_Hedayat_Kuhn_Hilleringmann_2022, title={Modeling and
Characterization of a 3D Environment for the Design of an Inductively Based Locating
Method by Coil Couplings}, DOI={10.1109/ssi56489.2022.9901416},
booktitle={2022 Smart Systems Integration (SSI)}, publisher={IEEE}, author={Lange,
Sven and Hedayat, Christian and Kuhn, Harald and Hilleringmann, Ulrich}, year={2022}
}'
chicago: Lange, Sven, Christian Hedayat, Harald Kuhn, and Ulrich Hilleringmann.
“Modeling and Characterization of a 3D Environment for the Design of an Inductively
Based Locating Method by Coil Couplings.” In 2022 Smart Systems Integration
(SSI). IEEE, 2022. https://doi.org/10.1109/ssi56489.2022.9901416.
ieee: 'S. Lange, C. Hedayat, H. Kuhn, and U. Hilleringmann, “Modeling and Characterization
of a 3D Environment for the Design of an Inductively Based Locating Method by
Coil Couplings,” 2022, doi: 10.1109/ssi56489.2022.9901416.'
mla: Lange, Sven, et al. “Modeling and Characterization of a 3D Environment for
the Design of an Inductively Based Locating Method by Coil Couplings.” 2022
Smart Systems Integration (SSI), IEEE, 2022, doi:10.1109/ssi56489.2022.9901416.
short: 'S. Lange, C. Hedayat, H. Kuhn, U. Hilleringmann, in: 2022 Smart Systems
Integration (SSI), IEEE, 2022.'
date_created: 2023-01-24T10:03:39Z
date_updated: 2023-03-23T13:26:35Z
department:
- _id: '59'
doi: 10.1109/ssi56489.2022.9901416
language:
- iso: eng
publication: 2022 Smart Systems Integration (SSI)
publication_status: published
publisher: IEEE
status: public
title: Modeling and Characterization of a 3D Environment for the Design of an Inductively
Based Locating Method by Coil Couplings
type: conference
user_id: '20179'
year: '2022'
...
---
_id: '39375'
author:
- first_name: Sven
full_name: Lange, Sven
last_name: Lange
- first_name: Christian
full_name: Hedayat, Christian
last_name: Hedayat
- first_name: Harald
full_name: Kuhn, Harald
last_name: Kuhn
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
citation:
ama: 'Lange S, Hedayat C, Kuhn H, Hilleringmann U. Modeling and Characterization
of a 3D Environment for the Design of an Inductively Based Locating Method by
Coil Couplings. In: 2022 Smart Systems Integration (SSI). IEEE; 2022. doi:10.1109/ssi56489.2022.9901416'
apa: Lange, S., Hedayat, C., Kuhn, H., & Hilleringmann, U. (2022). Modeling
and Characterization of a 3D Environment for the Design of an Inductively Based
Locating Method by Coil Couplings. 2022 Smart Systems Integration (SSI).
https://doi.org/10.1109/ssi56489.2022.9901416
bibtex: '@inproceedings{Lange_Hedayat_Kuhn_Hilleringmann_2022, title={Modeling and
Characterization of a 3D Environment for the Design of an Inductively Based Locating
Method by Coil Couplings}, DOI={10.1109/ssi56489.2022.9901416},
booktitle={2022 Smart Systems Integration (SSI)}, publisher={IEEE}, author={Lange,
Sven and Hedayat, Christian and Kuhn, Harald and Hilleringmann, Ulrich}, year={2022}
}'
chicago: Lange, Sven, Christian Hedayat, Harald Kuhn, and Ulrich Hilleringmann.
“Modeling and Characterization of a 3D Environment for the Design of an Inductively
Based Locating Method by Coil Couplings.” In 2022 Smart Systems Integration
(SSI). IEEE, 2022. https://doi.org/10.1109/ssi56489.2022.9901416.
ieee: 'S. Lange, C. Hedayat, H. Kuhn, and U. Hilleringmann, “Modeling and Characterization
of a 3D Environment for the Design of an Inductively Based Locating Method by
Coil Couplings,” 2022, doi: 10.1109/ssi56489.2022.9901416.'
mla: Lange, Sven, et al. “Modeling and Characterization of a 3D Environment for
the Design of an Inductively Based Locating Method by Coil Couplings.” 2022
Smart Systems Integration (SSI), IEEE, 2022, doi:10.1109/ssi56489.2022.9901416.
short: 'S. Lange, C. Hedayat, H. Kuhn, U. Hilleringmann, in: 2022 Smart Systems
Integration (SSI), IEEE, 2022.'
date_created: 2023-01-24T10:05:18Z
date_updated: 2023-03-23T13:27:07Z
department:
- _id: '59'
doi: 10.1109/ssi56489.2022.9901416
language:
- iso: eng
publication: 2022 Smart Systems Integration (SSI)
publication_status: published
publisher: IEEE
status: public
title: Modeling and Characterization of a 3D Environment for the Design of an Inductively
Based Locating Method by Coil Couplings
type: conference
user_id: '20179'
year: '2022'
...
---
_id: '59758'
author:
- first_name: Ibrahim
full_name: Mwammenywa, Ibrahim
last_name: Mwammenywa
- first_name: Geoffrey Mark
full_name: Kagarura, Geoffrey Mark
id: '88623'
last_name: Kagarura
- first_name: Dmitry
full_name: Petrov, Dmitry
id: '8282'
last_name: Petrov
- first_name: Philip
full_name: Holle, Philip
last_name: Holle
- first_name: Ulrich
full_name: Hilleringmann, Ulrich
id: '20179'
last_name: Hilleringmann
citation:
ama: 'Mwammenywa I, Kagarura GM, Petrov D, Holle P, Hilleringmann U. LoRa-based
Demand-side Load Monitoring and Management System for Microgrids in Africa. In:
2021 International Conference on Electrical, Computer and Energy Technologies
(ICECET). IEEE; 2022. doi:10.1109/icecet52533.2021.9698506'
apa: Mwammenywa, I., Kagarura, G. M., Petrov, D., Holle, P., & Hilleringmann,
U. (2022). LoRa-based Demand-side Load Monitoring and Management System for Microgrids
in Africa. 2021 International Conference on Electrical, Computer and Energy
Technologies (ICECET). https://doi.org/10.1109/icecet52533.2021.9698506
bibtex: '@inproceedings{Mwammenywa_Kagarura_Petrov_Holle_Hilleringmann_2022, title={LoRa-based
Demand-side Load Monitoring and Management System for Microgrids in Africa}, DOI={10.1109/icecet52533.2021.9698506},
booktitle={2021 International Conference on Electrical, Computer and Energy Technologies
(ICECET)}, publisher={IEEE}, author={Mwammenywa, Ibrahim and Kagarura, Geoffrey
Mark and Petrov, Dmitry and Holle, Philip and Hilleringmann, Ulrich}, year={2022}
}'
chicago: Mwammenywa, Ibrahim, Geoffrey Mark Kagarura, Dmitry Petrov, Philip Holle,
and Ulrich Hilleringmann. “LoRa-Based Demand-Side Load Monitoring and Management
System for Microgrids in Africa.” In 2021 International Conference on Electrical,
Computer and Energy Technologies (ICECET). IEEE, 2022. https://doi.org/10.1109/icecet52533.2021.9698506.
ieee: 'I. Mwammenywa, G. M. Kagarura, D. Petrov, P. Holle, and U. Hilleringmann,
“LoRa-based Demand-side Load Monitoring and Management System for Microgrids in
Africa,” 2022, doi: 10.1109/icecet52533.2021.9698506.'
mla: Mwammenywa, Ibrahim, et al. “LoRa-Based Demand-Side Load Monitoring and Management
System for Microgrids in Africa.” 2021 International Conference on Electrical,
Computer and Energy Technologies (ICECET), IEEE, 2022, doi:10.1109/icecet52533.2021.9698506.
short: 'I. Mwammenywa, G.M. Kagarura, D. Petrov, P. Holle, U. Hilleringmann, in:
2021 International Conference on Electrical, Computer and Energy Technologies
(ICECET), IEEE, 2022.'
date_created: 2025-05-02T11:34:23Z
date_updated: 2026-02-24T19:16:42Z
department:
- _id: '59'
- _id: '977'
doi: 10.1109/icecet52533.2021.9698506
language:
- iso: eng
publication: 2021 International Conference on Electrical, Computer and Energy Technologies
(ICECET)
publication_status: published
publisher: IEEE
status: public
title: LoRa-based Demand-side Load Monitoring and Management System for Microgrids
in Africa
type: conference
user_id: '8282'
year: '2022'
...