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)

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)

Unsupervised multi-sequence appliance identification. (Identification multiséquence non supervisée des appareils électroménagers). - Daniel Weißhaar (2023)