| 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 |
| 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 |
| 2013 | ICPRAM | Research of Classification Algorithms for Recognition of Digits in Mechanical Counters. | Dirk Benyoucef, Pirmin Held, Philipp Klein |
| 2012 | ICPRAM | Icounter - Development of an Optical Readout Method for Mechanical Counters. | Dirk Benyoucef, Pirmin Held, Thomas Bier |