An industrial case study using vibration data and machine learning to predict asset health I Amihai, R Gitzel, AM Kotriwala, D Pareschi, S Subbiah, G Sosale 2018 IEEE 20th Conference on Business Informatics (CBI) 1, 178-185, 2018 | 73 | 2018 |
XAI for Operations in the Process Industry-Applications, Theses, and Research Directions. A Kotriwala, B Klöpper, M Dix, G Gopalakrishnan, D Ziobro, A Potschka AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering …, 2021 | 33 | 2021 |
Modeling machine health using gated recurrent units with entity embeddings and k-means clustering I Amihai, M Chioua, R Gitzel, AM Kotriwala, D Pareschi, G Sosale, ... 2018 IEEE 16th International Conference on Industrial Informatics (INDIN …, 2018 | 31 | 2018 |
Explaining Anomalies in Industrial Multivariate Time-series Data with the help of eXplainable AI SM Tripathy, A Chouhan, M Dix, A Kotriwala, B Klöpper, A Prabhune 2022 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2022 | 9 | 2022 |
An integrated platform for multi-model digital twins S Malakuti, R Borrison, A Kotriwala, B Kloepper, E Nordlund, K Ronnberg Proceedings of the 11th International Conference on the Internet of Things, 9-16, 2021 | 6 | 2021 |
Load Classification and Forecasting for Temporary Power Installations AM Kotriwala, P Hernandez-Leal, M Kaisers 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2018 | 5 | 2018 |
Computer system and method for controlling user-machine dialogues A Cohen, B Schmidt, B Kloepper, M Gaertler, A Kotriwala, M Dix, ... US Patent 11,069,356, 2021 | 3 | 2021 |
AI-Supported Workflows for Chemical Batch Plants: Optimizing quality, efficiency and safety M Hollender atp magazin 62 (8), 84-88, 2020 | 3 | 2020 |
Load Forecasting for Temporary Power Installations AM Kotriwala Master’s Thesis, 2017 | 3 | 2017 |
Decision Support in Industrial Plants D Sharma, B Kloepper, M Gaertler, D Ziobro, S Linge, P Rodriguez, ... US Patent App. 17/724,693, 2022 | 2 | 2022 |
Supporting robot application development using a distributed learning approach A Kotriwala, B Kloepper, D Boeken, D Clever, F Dai 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS) 1, 442-445, 2020 | 2 | 2020 |
APPARATUS FOR PREDICTING EQUIPMENT DAMAGE I Amihai, S Subbiah, AM Kotriwala, M Chioua US Patent App. 17/480,165, 2022 | 1 | 2022 |
Method and a system for applying machine learning to an application P Rodriguez, B Kloepper, AM Kotriwala, M Dix, D Clever, F Dai US Patent App. 17/317,920, 2021 | 1 | 2021 |
Using Synthetic Data to Train a Visual Condition Monitoring System for Leak Detection R Gitzel, A Kotriwala, T Fechner, M Schiefer 2021 IEEE Seventh International Conference on Big Data Computing Service and …, 2021 | 1 | 2021 |
Method for Monitoring A Continuous Industrial Process and System for Performing Said Method P Juhlin, AM Kotriwala, N Li, JC Schlake, F Lenders, M Biskoping, ... US Patent App. 18/259,799, 2024 | | 2024 |
Operator Centric System for Resolution of Abnormal Situations in a Plant D Ziobro, AM Kotriwala, M Gaertler, J Doppelhamer, P Rodriguez, ... US Patent App. 18/475,681, 2024 | | 2024 |
Generating Execution Protocols for Performing Standard Operating Procedures in Industrial Plants B Schmidt, J Doppelhamer, P Rodriguez, B Kloepper, R Borrison, M Dix, ... US Patent App. 18/448,535, 2024 | | 2024 |
Method and System for Event Handling in Industrial Process Automation D Ziobro, J Doppelhamer, B Schmidt, SH Linge, G Gopalakrishnan, ... US Patent App. 18/452,313, 2023 | | 2023 |
Apparatus for equipment monitoring M Chioua, S Subbiah, AM Kotriwala, I Amihai US Patent 11,835,429, 2023 | | 2023 |
Control Strategy of Distributed Control Systems Based on Operator Actions P Rodriguez, J Doppelhamer, B Kloepper, R Borrison, M Dix, B Schmidt, ... US Patent App. 18/448,523, 2023 | | 2023 |