Evaluation of Feature Selection and Pre-Processing Techniques for Ethylene Glycol-Water Ratio Classification in Process Thermostat. - Patrick Harfmann; Akash Mangaluru Ramananda; Fabian Wagner; Vishnu Murali; Lokesh Sharath Babu; Magnus Nigmann; Markus Kley (KES, 2024)

A LSTM-GAN Algorithm for Synthetic Data Generation of Time Series Data for Condition Monitoring. - Timo König; Akash Mangaluru Ramananda; Fabian Wagner; Markus Kley (KES, 2024)

Virtual Sensor Conceptualization for Rotation Speed and Torque Prediction: A Case Study of Two-Stage Reduction Gearbox. - Akash Mangaluru Ramananda; Timo König; Fabian Wagner; Markus Kley (KES, 2024)