Publications overview –Rick Pandey
Case Study on Compression of Vibration Data for Distributed Wireless Condition Monitoring Systems.
Rick Pandey1. Felix Grimm2,3. Dominik Nille2. Christoph Böckenhoff2. Jonathan Gamez1. Sebastian Uziel1. Albert Dorneich2. Tino Hutschenreuther2. Silvia Krug1,4.Applied Sciences 2025, 15, 12346. DOI: doi.org/10.3390/app152212346
1IMMS Institut für Mikroelektronik- und Mechatronik-Systeme gemeinnützige GmbH, Ehrenbergstraße 27, 98693 Ilmenau, Germany. 2Balluff GmbH, 73765 Neuhausen auf den Fildern, Germany. 3Institute of Smart Sensors (IIS), University of Stuttgart, 70569 Stuttgart, Germany. 4Department of Computer and Electrical Engineering, Mid Sweden University, Holmgatan 10, 851 70 Sundsvall, Sweden.TEEMSC – Trainable Energy Efficient Machine Diagnosis using Singular Values and Canonical Crosscorrelation
Rick Pandey1. Sebastian Uziel1. Tino Hutschenreuther1. Silvia Krug1,2.IEEE International Workshop on Metrology for Industry 4.0 and IoT, Florence, Italy, May 29-31, 2024, DOI: doi.org/10.1109/MetroInd4.0IoT61288.2024.10584173
1IMMS Institut für Mikroelektronik- und Mechatronik-Systeme gemeinnützige GmbH, Ehrenbergstraße 27, 98693 Ilmenau, Germany. 2Department of Computer and Electrical Engineering, Mid Sweden University, Holmgatan 10, 851 70 Sundsvall, Sweden.Weighted Pruning with Filter Search to Deploy DNN Models on Microcontrollers
Rick Pandey1. Sebastian Uziel1. Tino Hutschenreuther1. Silvia Krug1,2.2023 IEEE 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), Dortmund, Germany, September 07-09, 2023, pp. 1077-1082, DOI: doi.org/10.1109/IDAACS58523.2023.10348867
1IMMS Institut für Mikroelektronik- und Mechatronik-Systeme gemeinnützige GmbH, 98693 Ilmenau, Germany. 2Mid Sweden University, Sundsvall, Sweden.Towards Deploying DNN Models on Edge for Predictive Maintenance Applications
Rick Pandey1. Sebastian Uziel1. Tino Hutschenreuther1. Silvia Krug1,2.Electronics 2023, 12(3), 639; DOI: doi.org/10.3390/electronics12030639
1IMMS Institut für Mikroelektronik- und Mechatronik-Systeme gemeinnützige GmbH, 98693 Ilmenau, Germany. 2Department of Computer and Electrical Engineering, Mid Sweden University, Holmgatan 10, 851 70 Sundsvall, Sweden.