Icounter - Development of an Optical Readout Method for Mechanical Counters. - Dirk Benyoucef; Pirmin Held; Thomas Bier (ICPRAM (2), 2012)

Research of Classification Algorithms for Recognition of Digits in Mechanical Counters. - Dirk Benyoucef; Pirmin Held; Philipp Klein (ICPRAM, 2013)

Frequency invariant transformation of periodic signals (FIT-PS) for signal representation in NILM. - Pirmin Held; Frederik Laasch; Djaffar Ould Abdeslam; Dirk Benyoucef (IECON, 2016)

EMD inspired filtering algorithm for signal analysis in the context of non intrusive load monitoring. - Alaa Saleh; Pirmin Held; Dirk Benyoucef; Djaffar Ould Abdeslam (IECON, 2017)

Odor-Sensing System to Support Social Participation of People Suffering from Incontinence. - Alvaro Ortiz 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 (Sensors, 2017)

Parameter Optimized Event Detection for NILM Using Frequency Invariant Transformation of Periodic Signals (FIT-PS). - Pirmin Held; Daniel Weißhaar; Steffen Mauch; Djaffar Ould Abdeslam; Dirk Benyoucef (ETFA, 2018)

Generation of New Simulation Scenarios for NILM Based on Real Data Sets using High-Resolution Current Waveforms. - Pirmin Held; Daniel Weißhaar; Djaffar Ould Abdeslam; Dirk Benyoucef (IECON, 2019)

Frequency Invariant Transformation of Periodic Signals (FIT-PS) for Classification in NILM. - Pirmin Held; Steffen Mauch; Alaa Saleh; Djaffar Ould Abdeslam; Dirk Benyoucef (IEEE Trans. Smart Grid, 2019)

Frequency invariant transformation of periodic signals for non-intrusive load monitoring. (Transformée fréquentielle invariante des signaux périodiques pour le monitoring non intrusif des charges électriques). - Pirmin Held (2019)

Expansion and Superposition of Switching Cycles to generate Simulation Datasets for NILM. - Daniel Weißhaar; Pirmin Held; Djaffar Ould Abdeslam; Dirk Benyoucef (IECON, 2020)

Independent and Non-Invasive State Detection for Elevator Based on Total Current Consumption. - Pirmin Held; Daniel Weißhaar; Djaffar Ould Abdeslam; Dirk Benyoucef (CSCI, 2022)