Comparative vector control study on speed of PMSM drive using sensorless and machine learning techniques: review
V. Ramanaiah Nippatla,
Srihari Mandava
Abstract:The main contribution of this review work is to show how various control techniques are used to manage the speed of Permanent Magnet Synchronous Motor (PMSM). The PMSM’s are mostly used in electric vehicles, electric traction and high performance industrial drive applications. In this article conventional sensorless techniques are compared with machine learning techniques such as fuzzy logic, artificial neural network and neuro-fuzzy controllers to control the speed of PMSM drive based on vector control approa… Show more
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