Modeling Machine Health Using Gated Recurrent Units with Entity Embeddings and K-Means Clustering. - Ido Amihai; Moncef Chioua; Ralf Gitzel; Arzam Muzaffar Kotriwala; Diego Pareschi; Guruprasad Sosale; Subanatarajan Subbiah (INDIN, 2018)

Load Classification and Forecasting for Temporary Power Installations. - Arzam Muzaffar Kotriwala; Pablo Hernandez-Leal; Michael Kaisers (ISGT Europe, 2018)

An Industrial Case Study Using Vibration Data and Machine Learning to Predict Asset Health. - Ido Amihai; Ralf Gitzel; Arzam Muzaffar Kotriwala; Diego Pareschi; Subanatarajan Subbiah; Guruprasad Sosale (CBI (1), 2018)

Using Synthetic Data to Train a Visual Condition Monitoring System for Leak Detection. - Ralf Gitzel; Arzam Muzaffar Kotriwala; Tobias Fechner; Martin Schiefer (BigDataService, 2021)