A Machine Learning Approach on Data-Driven Thermal Monitoring of Induction Motors in Electrified Powertrains
Dexter Woodward
Abstract:The research is aimed to determine a data-driven approach towards the thermal monitoring of Induction Motors in the context of electrified powertrains. We apply the examination of the temperature data with the help of the appropriate set of sensors, including Thermocouples, Resistance Temperature Detectors , as well as Infrared sensors in combination with the mixture of the Machine Learning algorithms to predict the service requirements and operational needs of the examined system . The data, provided by the t… Show more
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