FEMM Hub Research Presented at IEEE International Conference on Industrial Informatics in Germany

IEEE International Conference on Industrial Informatics (INDIN 2023) hosted by Institute industrial IT of Technische Hochschule Ostwestfalen-Lippe and Fraunhofer IOSB-INA took place in Germany from 17th - 20th July 2023. Attended by Industry experts, researchers, and academics, this conference provided a forum for presentation and discussion of the state-of-art and future perspectives of industrial information technologies. 

PhD student Mr Izhar Oswaldo presented his research work at the conference. His presentation titled ‘Hybrid Computational Framework for Early Fault Detection in Coil Winding Manufacturing Process Using Knowledge Distillation’ discussed the utilisation of the knowledge distillation approach to improve the performance of the discrete event simulation model for early detection of faults in the coil winding process during the manufacture of electrical machines. To achieve this, a hybrid model was developed using supervised machine learning algorithms that could maintain model accuracy while reducing simulation time. This work was co-authored by Divya Tiwari, Michael Farnsworth and Ashutosh Tiwari.