14 citations · 16 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 14 cited
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…
cs.LG2025★ 2 cited
An Adaptive ML Framework for Power Converter Monitoring via Federated Transfer Learning
Panagiotis Kakosimos, Alireza Nemat Saberi, Luca Peretti
This study explores alternative framework configurations for adapting thermal machine learning (ML) models for power converters by combining transfer learning (TL) and federated le…