Forschung mit Signalwirkung
Das Institut für Smart Systems (ISS) unter Leitung von Prof. Dr. Dirk Benyoucef arbeitet seit vielen Jahren an wissenschaftlichen Fragestellungen der digitalen Signalverarbeitung und eingebetteter Systeme. Das Forschungsinstitut hat eine lange Tradition und ist aus der ReSP-Forschungsgruppe (Signal Processing Research Group), dem DCSP-Lab (Digital Communication & Signal Processing) und dem LNHT-Lab (Labor für Nachrichten und Hochfrequenztechnik) hervorgegangen. Es entstand eine Fokussierung der Forschungsarbeiten auf die Bereiche der angewandten Signalverarbeitung und embedded Systems im Kontext von Smart Systems.
Aktuelle Forschungsprojekte
Das Forschungsinstitut arbeitet in unterschiedlichen interdisziplinären Forschungsprojekten mit Sozialwissenschaftlern, Mikrosystemtechnologen und Sensorspezialisten zusammen.
Aktuelle Projekte sind:
- Automatische Klassifizierung von Objekten anhand ihrer Farbnuancen bei Verwendung von Consumer CMOS-Sensoren (WhiteStone)
- Link öffnet sich im gleichen Fenster:Black Pearl 3
- Intelligentes Energiemonitoring: NILM
- iZähler
- iSendi
- Min-I-Dos
- High End embedded System
Neues aus der Forschung an der HFU
Ich informiere gerne zur Forschung des Instituts für Smart Systems
Institutsleitung
Publikationen
Institut für Smart Systems
2023 | |||
| Daniel Weißhaar, Pirmin Held, Dirk Benyoucef, Djaffar Ould-Abdeslam, Patrice Wira, Jean Mercklé | Smart Meters Improved by NILM | Smart Meters, Springer: Cham, pp. 29-54, 2023 | BibTeX | RIS DOI 978-3-031-27556-2, |
2022 | |||
| Pirmin Held, Daniel Weißhaar, Djaffar Ould-Abdeslam, Dirk Benyoucef | Independent and Non-Invasive State Detection for Elevator Based on Total Current Consumption | 2022 International Conference on Computational Science and Computational Intelligence (CSCI), 14-16 December 2022, Las Vegas, NV, USA, pp. 1274-1280, 2022 | BibTeX | RIS 979-8-3503-2028-2, DOI |
2020 | |||
| Alaa Saleh, Dirk Benyoucef, Djaffar Ould-Abdeslam | Exploring The Practicality Of Huang-Hilbert Transform For NILM Feature Extraction | 2020 IEEE 29th International Symposium on Industrial Electronics (ISIE), 17 - 19 June, 2020, Delft, Netherlands, pp. 857-861, 2020 | BibTeX | RIS 978-1-7281-5635-4, DOI |
| Pirmin Held, Daniel Weißhaar, Djaffar Ould-Abdeslam, Dirk Benyoucef | Investigation of Rogowski Current Sensors for Appliances Classification in NILM | 2020 IEEE 3rd International Conference and Workshop in Óbuda on Electrical and Power Engineering (CANDO-EPE), 18-19 November 2020, Budapest, Hungary, pp. 27-32, 2020 | BibTeX | RIS 978-1-7281-8491-3, DOI |
2019 | |||
| Pirmin Held, Steffen Mauch, Alaa Saleh, Djaffar Ould-Abdeslam, Dirk Benyoucef | Frequency Invariant Transformation of Periodic Signals (FIT-PS) for Classification in NILM | IEEE Transactions on Smart Grid, 10.2019(5), pp. 5556-5563, 2019 | BibTeX | RIS DOI |
| Pirmin Held | Frequency Invariant Transformation of Periodic Signals for Non-Intrusive Load Monitoring | Doctoral thesis, 2019 | BibTeX | RIS URN |
| Alaa Saleh | Signal Processing Techniques for Disaggregation of smart-meter energy Data | Doctoral thesis, 2019 | BibTeX | RIS URN |
2018 | |||
| Alaa Saleh, Pirmin Held, Dirk Benyoucef, Djaffar Ould-Abdeslam | A Novel Procedure for Virtual Measurements Generation suitable for Training and Testing in the context of Non Intrusive Load Monitoring | SIGNAL 2018: The Third International Conference on Advances in Signal, Image and Video Processing, May 20 - 24, 2018, Nice, France, pp. 28-34, 2018 | BibTeX | RIS 978-1-61208-638-5, |
| Daniel Weißhaar, Pirmin Held, Steffen Mauch, Dirk Benyoucef | Device Classification for NILM using FIT-PS compared with Standard Signal Forms | IEEE CANDO-EPE 2018 proceedings : IEEE International Conference and Workshop in Óbuda on Electrical and Power Engineering : November 20-21, 2018, Budapest, Hungary, pp. 000079-000084, 2018 | BibTeX | RIS 978-1-7281-1154-4, DOI |
| Pirmin Held, Steffen Mauch, Alaa Saleh, Dirk Benyoucef, Djaffar Ould-Abdeslam | HELD1: Home Equipment Laboratory Dataset for Non-Intrusive Load Monitoring | SIGNAL 2018: The Third International Conference on Advances in Signal, Image and Video Processing, May 20 - 24, 2018, Nice, France, pp. 15-20, 2018 | BibTeX | RIS 978-1-61208-638-5, |
| Gelareh Javid, Djaffar Ould-Abdeslam, Dirk Benyoucef | Maximum Power Point Tracking of PhotoVoltaic Power System with Adaptive Fuzzy Terminal Sliding Mode Controller | Conference Proceedings 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), 12-15 June 2018, Palermo, Italy, 2018 | BibTeX | RIS 978-1-5386-5186-5, DOI |
| Pirmin Held, Daniel Weißhaar, Steffen Mauch, Djaffar Ould-Abdeslam, Dirk Benyoucef | Parameter Optimized Event Detection for NILM Using Frequency Invariant Transformation of Periodic Signals (FIT-PS) | 2018 IEEE 23rd International Conference on Emerging Technologies and Factory Automation, Torino, Italy, 4-7 September 2018, 2018 | BibTeX | RIS |
| Steffen Mauch, Heiko Reichle, Dirk Benyoucef | Synchronous Rectifier for High-Power Wireless Transfer Applications | Proceedings IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society, 21-23 October 2018, Washington, DC, USA, 2018 | BibTeX | RIS 978-1-5090-6684-1, DOI |
2017 | |||
| Alaa Saleh, Pirmin Held, Dirk Benyoucef, Djaffar Ould-Abdeslam | EMD inspired filtering algorithm for signal analysis in the context of non intrusive load monitoring | Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, 29, October - 01, November, 2017, pp. 3615-3620, 2017 | BibTeX | RIS DOI 978-1-5386-1126-5, |
| Patrick W. Baumann, Pirmin Held, Andreas Heinzelmann, Dirk Benyoucef, Franz Baumgartner | Effizienzsteigerung von Photovoltaik Batteriesteuerung durch geschicktes Load Monitoring | Smart Home and Living Bodensee, Konstanz, 24.11.2017, 2017 | BibTeX | RIS |
| Patrick W. Baumann, Andreas Heinzelmann, Pirmin Held, Dirk Benyoucef | Increasing the Efficiency of Photovoltaic (PV) Batteries through Non-Intrusive Load Monitoring | 33rd European Photovoltaic Solar Energy Conference and Exhibition (EU PVSEC 2017), Amsterdam, The Netherlands, 25-29 September 2017, 2017 | BibTeX | RIS |
2016 | |||
| Pirmin Held, Alaa Saleh, Djaffar Ould-Abdeslam, Dirk Benyoucef | Frequency Invariant Transformation of Periodic Signals (FIT-PS) for high frequency Signal Representation in NILM | 3rd Baden-Württemberg Center of Applied Research Symposium on Information and Communication Systems SInCom 2016, Karlsruhe, pp. 1-6, 2016 | BibTeX | RIS 978-3-943301-21-2, |
| Alvaro O. Pérez, Vera Kallfaß-de Frenes, Alexander Filbert, Janosch Kneer, Benedikt Bierer, Pirmin Held, Philipp Klein, Jürgen Wöllenstein, Dirk Benyoucef, Sigrid Kallfaß, Ulrich Mescheder, Stefan Palzer | Odor-Sensing System to Support Social Participation of People Suffering from Incontinence | Sensors, 17.2017(1), 2016 | BibTeX | RIS DOIURN |
2015 | |||
| Frederik Laasch, Alain Dieterlen, Dirk Benyoucef | Event detection using adaptive thresholds for non-intrusive load monitoring | 2nd Baden-Württemberg Center of Applied Research Symposium on Information and Communication Systems SlnCom 2015, Konstanz, pp. 63-67, 2015 | BibTeX | RIS 978-3-00-051859-1, |
2014 | |||
| Laszlo Becsi, Thomas Bier, Wolfgang Kronast, Ulrich Mescheder, Dirk Benyoucef | Miniaturisiertes Impulslärm-Dosimeter zur Untersuchung und Vermeidung von Gehörschädigungen bei Menschen | SENSOREN UND MESSSYSTEME: 17. ITG/GMA-Fachtagung, 3.-4. Juni 2014, Nürnberg, Convention Center, 2014 | BibTeX | RIS |
2013 | |||
| Laszlo Becsi, Dirk Benyoucef, Thomas Bier, Wolfgang Kronast, Ulrich Mescheder | Entwicklung eines Impulslärm-Dosimeters zur Untersuchung von Gehörschädigungen bei Menschen | Von Bauelementen zu Systemen : proceedings / Mikrosystemtechnik-Kongress 2013, 14. - 16. Oktober 2013 in Aachen, pp. 578-581, 2013 | BibTeX | RIS 978-3-8007-3555-6, |
| Dirk Benyoucef, Pirmin Held, Philipp Klein | Research of Classification Algorithms for Recognition of Digits in Mechanical Counters | ICPRAM 2013: Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods, Barcelona, Spain, 15 - 18 Februar, 2013, pp. 522-525, 2013 | BibTeX | RIS 978-989-8565-41-9, |
| Thomas Bier, Dirk Benyoucef, Djaffar Ould-Abdeslam, Jean Merckle, Philipp Klein | Smart meter systems measurements for the verification of the detection & classification algorithms | IECON 2013: 39th Annual Conference of the IEEE Industrial Electronics Society, Vienna, Austria, 10 - 14 November, 2013, pp. 5000-5005, 2013 | BibTeX | RIS 978-1-4799-0224-8, DOI |
| Philipp Klein, Jean Merckle, Dirk Benyoucef, Thomas Bier | Test bench and quality measures for non-intrusive load monitoring algorithms | IECON 2013: 39th Annual Conference of the IEEE Industrial Electronics Society, Vienna, Austria, 10 - 14 November, 2013, pp. 5006-5011, 2013 | BibTeX | RIS 978-1-4799-0224-8, DOI |
2012 | |||
| Dirk Benyoucef, Pirmin Held, Thomas Bier | ICOUNTER: Development of an Optical Readout Method for Mechanical Counters | Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods: Vilamoura, Algarve, Portugal, 6 - 8 February, 2012, pp. 576-580, 2012 | BibTeX | RIS DOI 978-989-8425-99-7, |
| Dirk Benyoucef, Thomas Bier, Philipp Klein | SMART METER: Artificial Neural Network for Disaggregation of Electrical Appliances | Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods: Vilamoura, Algarve, Portugal, 6 - 8 February, 2012, pp. 546-550, 2012 | BibTeX | RIS 978-989-8425-99-7, DOI |
| Philipp Klein, Dirk Benyoucef | Smart Metering: Classification of Appliances without Device-Specific Data Base | Tagungsband des Power and Energy Student Summit 2012: Ilmenau, 19. - 20. Januar 2012, pp. 6-9, 2012 | BibTeX | RIS URN |
| Thomas Bier, Djaffar Ould-Abdeslam, Jean Merckle, Dirk Benyoucef | Smart meter systems detection & classification using artificial neural networks | IECON 2012: 38th Annual Conference on IEEE Industrial Electronics Society, Ecole de Technologie Superieure de Montreal, Universite du Quebec, Montreal, Canada, 25 - 28 October, 2012, pp. 3324-3329, 2012 | BibTeX | RIS 978-1-4673-2421-2, DOI |
| Dirk Benyoucef, Thomas Bier, Philipp Klein | Test System for Disaggregation Algorithms for use in Smart Meters | Energy Procedia, Vol.14.2012, pp. 662-667, 2012 | BibTeX | RIS DOIURN |
2011 | |||
| Dirk Benyoucef, Steffen Mauch | Entwicklung einer 8-Kanal-AD-Wandlerkarte mit Datenpufferung und Ethernetanbindung | Tagungsband zum Workshop der Multiprojekt-Chip-Gruppe Baden-Württemberg, Albstadt-Sigmaringen, Februar 2011, pp. 57-61, 2011 | BibTeX | RIS |
| Dirk Benyoucef, Thomas Bier, Philipp Klein | Smart Metering: Disaggregation von elektrischen Verbrauchern im Lastgang privaten Wohnraums | Internationaler ETG-Kongress 2011 - 08.11.2011 - 09.11.2011 in Würzburg, Deutschland, 2011 | BibTeX | RIS 978-3-8007-3376-7, |
2010 | |||
| Thomas Maser, Leonhard Reindl, Dirk Benyoucef | Adaptiver Differentiator mit gefilterter Referenz | Sensoren und Messsysteme 2010 : Vorträge der 15. ITG/GMA-Fachtagung vom 18. bis 19. Mai 2010 in Nürnberg, 2010 | BibTeX | RIS 978-3-8007-3260-9, |
| Dirk Benyoucef, Thomas Bier, Philipp Klein | Planning of energy production and management of energy resources with Smart Meters | 2010 International Conference on Advances in Energy Engineering (ICAEE 2010) : Beijing, China, 19 - 20 June 2010, pp. 170-173, 2010 | BibTeX | RIS 978-1-4244-7832-3, DOI |
| Dirk Benyoucef, Philipp Klein, Thomas Bier | Smart Meter with non-intrusive load monitoring for use in Smart Homes | 2010 IEEE International Energy Conference and Exhibition (EnergyCon 2010) : Manama, Bahrain, 18 - 22 December 2010, pp. 96-101, 2010 | BibTeX | RIS 978-1-4244-9380-7, DOI |
| Dirk Benyoucef, Philipp Klein, Thomas Bier | Smart Metering: Disaggregation von Endverbrauchern | E-Mobility : Technologien - Infrastruktur - Märkte ; VDE-Kongress 2010 Leipzig, 8. - 9. November 2010, 2010 | BibTeX | RIS 978-3-8007-3304-0, |
| Dirk Benyoucef, Steffen Mauch | Smart Metering: Entwicklung eines intelligenten Stromzählers | Eingebettete Systeme, Springer: Berlin, pp. 121-130, 2010 | BibTeX | RIS 978-3-642-16189-6, DOI |
2009 | |||
| Markus Rollinger, Dirk Benyoucef | Verbesserung der Lokalisationsgenauigkeit in selbstorganisierenden Sensornetzwerken durch Ausnutzung des frequenzselektiven Verhaltens der Signalstärke | Tagungsband zum Workshop der Multiprojekt-Chip-Gruppe, Baden-Württemberg, Künzelsau, 6. Februar 2009, pp. 71-75, 2009 | BibTeX | RIS |
2007 | |||
| Dirk Benyoucef, Daniel J. Strauss | Optimized Computational Instrumentation in Biomedicine: A Review | Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2007 : IIHMSP 2007 ; 26 - 28 Nov. 2007, Kaohsiung, Taiwan, 2007 | BibTeX | RIS 978-0-7695-2994-1, DOI |
2006 | |||
| Wolfgang Langguth, Dirk Benyoucef | Das EMF-Kataster Saar | Elektromagnetische Verträglichkeit : EMV 2006; Internationale Fachmesse und Kongress für Elektromagnetische Verträglichkeit, 7. - 9. März 2006, Messe Düsseldorf, 2006 | BibTeX | RIS 978–3–8007–2933–3, |
2004 | |||
| Dirk Benyoucef | A new cascade decoder for precoded OFDM with analog linear block codes | WCNC 2004 : 2004 IEEE Wireless Communications and Networking Conference : Broadband wireless--the time is now : 21-25 March, 2004, Atlanta, GA, USA, pp. 971-975, 2004 | BibTeX | RIS 0-7803-8344-3, DOI |
| Wolfgang Langguth, Dirk Benyoucef | Das EMF-Kataster Saar - ein Beitrag zur Versachlichung der öffentlichen Mobilfunk Diskussion | Nichtionisierende Strahlung : Sicherheit und Gesundheit; 36. Jahrestagung des Fachverbandes für Strahlenschutz ..., Köln, 31. August - 2. September 2004, pp. 428-434, 2004 | BibTeX | RIS 3-8249-0901-4, |
| Dirk Benyoucef, Daniel Wild | Netzaufbau-Algorithmus für ein Bluetooth Backbone-Netzwerk | Innovationen für Menschen : VDE-Kongress 2004, 18. - 20. Oktober 2004 in Berlin; Band 1 Fachtagungsberichte der ITG, ETG, pp. 217-222, 2004 | BibTeX | RIS 3-8007-2827-3, |
| Dirk Benyoucef, Christian Henrich, Thomas Rachel, Daniel Wild | Practical Realization and Performance Analysis of a Bluetooth Backbone Network | 13th International Plastic Optical Fibres Conference 2004 : Nürnberg, Germany, September 27 - 30, 2004, POF 2004, 2004 | BibTeX | RIS |
2003 | |||
| Dirk Benyoucef | A new statistical model of the noise power density spectrum for powerline communication | Proceedings of the 7th International Symposium on Power-Line Communications and Its Applications : ANA Hotel Kyoto, Japan, March 26-28, 2003 / ISPLC 2003, pp. 136-141, 2003 | BibTeX | RIS 3-9807929-3-5, |
| Dirk Benyoucef | Codierte Multiträgerverfahren für Powerline- und Mobilfunkanwendungen | Doctoral thesis, 2003 | BibTeX | RIS 978-3-8325-0137-2, |
| Dirk Benyoucef, Rudolf Petry | Precoded OFDM in Combination with a Local Maximum Likelihood Decoder | 8th International OFDM-Workshop (InOWo'03), September 24th and 25th2003, Hamburg, Germany, pp. 244-248, 2003 | BibTeX | RIS |
| Dirk Benyoucef | Precoded OFDM in Powerline Communications | Proceedings of the 7th International Symposium on Power-Line Communications and Its Applications : ANA Hotel Kyoto, Japan, March 26-28, 2003 / ISPLC 2003, pp. 210-214, 2003 | BibTeX | RIS 3-9807929-3-5, |
2002 | |||
| Dirk Benyoucef, Armin Wittneben | A New Cascade Decoder for Linear Block Codes OFDM-System | 7th International OFDM-Workshop (InOWO'02), September 10th and 11th2002, Hamburg, Germany, 2002 | BibTeX | RIS |
| Dirk Benyoucef, Armin Wittneben | Aktueller Stand und Perspektiven der Powerline- Kommunikation | Net & home: Nürnberger Kongress zur Telekommunikation in Gebäuden; Vorträge der ITG/ETG-Fachtagung vom 27. bis 28. November 2002, pp. 69-72, 2002 | BibTeX | RIS 3-8007-2733-1, |
| Dirk Benyoucef, Armin Wittneben | Analyse und Modellierung der Störungen auf Powerline-Kanälen | Net & home: Nürnberger Kongress zur Telekommunikation in Gebäuden; Vorträge der ITG/ETG-Fachtagung vom 27. bis 28. November 2002, pp. 91-98, 2002 | BibTeX | RIS 3-8007-2733-1, |
| Marc Kuhn, Dirk Benyoucef, Armin Wittneben | Linear block codes for frequency selective PLC channels with colored noise and multiple narrowband interference | IEEE 55th Vehicular Technology Conference, VTC Spring 2002, May 6-9 May, 2002, Birmingham, AL, USA, pp. 1756-1760, 2002 | BibTeX | RIS 0-7803-7484-3, DOI |
| Dirk Benyoucef, Marc Kuhn, Armin Wittneben | Spectral Spreading by Linear Block Codes for OFDM in Powerline Communications | 7th International OFDM-Workshop (InOWO'02), September 10th and 11th2002, Hamburg, Germany, 2002 | BibTeX | RIS |