| 2025 | IECON | Data-Driven Sizing of PV-Battery Systems Across Different Load Profiles: A Focus on Field Measurements in Winter. | Loc Derghoum, Pirmin Held, Dirk Benyoucef |
| 2025 | IECON | Unsupervised Multi-Sequence Appliance Identification in Non-Intrusive Load Monitoring. | Daniel Weihaar, Pirmin Held, Dirk Benyoucef, Djaffar Ould Abdeslam |
| 2020 | IECON | Expansion and Superposition of Switching Cycles to generate Simulation Datasets for NILM. | Daniel Weihaar, Pirmin Held, Djaffar Ould Abdeslam, Dirk Benyoucef |
| 2019 | IECON | Generation of New Simulation Scenarios for NILM Based on Real Data Sets using High-Resolution Current Waveforms. | Pirmin Held, Daniel Weihaar, Djaffar Ould Abdeslam, Dirk Benyoucef |
| 2018 | ETFA | Parameter Optimized Event Detection for NILM Using Frequency Invariant Transformation of Periodic Signals (FIT-PS). | Pirmin Held, Daniel Weihaar, Steffen Mauch, Djaffar Ould Abdeslam, Dirk Benyoucef |
| 2018 | IECON | Synchronous Rectifier for High-Power Wireless Transfer Applications. | Steffen Mauch, Heiko Reichle, Dirk Benyoucef |
| 2017 | IECON | EMD inspired filtering algorithm for signal analysis in the context of non intrusive load monitoring. | Alaa Saleh, Pirmin Held, Dirk Benyoucef, Djaffar Ould Abdeslam |
| 2016 | IECON | Frequency invariant transformation of periodic signals (FIT-PS) for signal representation in NILM. | Pirmin Held, Frederik Laasch, Djaffar Ould Abdeslam, Dirk Benyoucef |
| 2014 | IECON | Analysis of fingerprints of electric appliances as starting point for an appliance characteristics catalog. | Philipp Klein, Dirk Benyoucef, Jean Merckl, Djaffar Ould Abdeslam |
| 2013 | ICPRAM | Research of Classification Algorithms for Recognition of Digits in Mechanical Counters. | Dirk Benyoucef, Pirmin Held, Philipp Klein |
| 2013 | IECON | Smart meter systems measurements for the verification of the detection & classification algorithms. | Thomas Bier, Dirk Benyoucef, Djaffar Ould Abdeslam, Jean Merckl, Philipp Klein |
| 2013 | IECON | Test bench and quality measures for non-intrusive load monitoring algorithms. | Philipp Klein, Jean Merckl, Dirk Benyoucef, Thomas Bier |
| 2012 | ICPRAM | Smart Meter - Artificial Neural Network for Disaggregation of Electrical Appliances. | Dirk Benyoucef, Thomas Bier, Philipp Klein |
| 2012 | ICPRAM | Icounter - Development of an Optical Readout Method for Mechanical Counters. | Dirk Benyoucef, Pirmin Held, Thomas Bier |
| 2012 | IECON | Smart meter systems detection & classification using artificial neural networks. | Thomas Bier, Djaffar Ould Abdeslam, Jean Merckl, Dirk Benyoucef |
| 2004 | WCNC | A new cascade decoder for precoded OFDM with analog linear block codes. | Dirk Benyoucef |
| 2002 | VTC | Linear block codes for frequency selective PLC channels with colored noise and multiple narrowband interference. | Marc Kuhn, Dirk Benyoucef, Armin Wittneben |