3 papers
cs.LG2025
Reliable Thermal Monitoring of Electric Machines through Machine Learning
Panagiotis Kakosimos
The electrification of powertrains is rising as the objective for a more viable future is intensified. To ensure continuous and reliable operation without undesirable malfunctions,…
cs.LG2025
Temperature Estimation in Induction Motors using Machine Learning
Dinan Li, Panagiotis Kakosimos
The number of electrified powertrains is ever increasing today towards a more sustainable future; thus, it is essential that unwanted failures are prevented, and a reliable operati…
cs.LG2025
Machine learning-based condition monitoring of powertrains in modern electric drives
Dinan Li, Panagiotis Kakosimos, Luca Peretti
The recent technological advances in digitalization have revolutionized the industrial sector. Leveraging data analytics has now enabled the collection of deep insights into the pe…