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Development And Implementation Of Novel Intelligent Motor Control For Performance Enhancement Of Pmsm Drive In Electrified Vehicle Application, Soumava Bhattacharjee
Development And Implementation Of Novel Intelligent Motor Control For Performance Enhancement Of Pmsm Drive In Electrified Vehicle Application, Soumava Bhattacharjee
Electronic Theses and Dissertations
The demand for electrified vehicles has grown significantly over the last decade causing a shift in the automotive industry from traditional gasoline vehicles to electric vehicles (EVs). With the growing evolution of EVs, high power density, and high efficiency of electric powertrains (e–drive) are of the utmost need to achieve an extended driving range. However, achieving an extended driving range with enhanced e-drive performance is still a bottleneck.
The control algorithm of e–drive plays a vital role in its performance and reliability over time. Artificial intelligence (AI) and machine learning (ML) based intelligent control methods have proven their continued success …