Search Results - "Zine, Wided"
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Interests and Limits of Machine Learning-Based Neural Networks for Rotor Position Estimation in EV Traction Drives
Published in IEEE transactions on industrial informatics (01-05-2018)“…In this paper, a novel rotor position estimator for an interior permanent magnet synchronous motor is presented and evaluated. The proposed estimator lies on…”
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Journal Article -
2
Rotor position estimator based on machine learning
Published in IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society (01-10-2016)“…As considered in this study, machine learning is a field of artificial intelligence which provides computation algorithms without explicit programming. The…”
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Conference Proceeding -
3
Hybrid Sensorless Control Strategy for EV Applications Based on High Frequency Signal Injection and Machine Learning
Published in 2017 IEEE Vehicle Power and Propulsion Conference (VPPC) (01-12-2017)“…This paper presents a novel position estimation scheme for interior permanent magnet synchronous machines (IPMSMs) based on merging two self-sensing techniques…”
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Conference Proceeding -
4
Hybrid position estimator based on high-frequency signal injection and machine learning for EV fault-tolerant control
Published in IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society (01-10-2017)“…This paper proposes a novel hybrid position estimation strategy based on merging two self-sensing techniques according to the operating speed. High-frequency…”
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Conference Proceeding -
5
Integrated coreless transformer for high temperatures design and evaluation
Published in 2013 15th European Conference on Power Electronics and Applications (EPE) (01-09-2013)“…A novel coreless technology based on an existing process, initially designed to produce integrated passive components for commercial temperatures, is used and…”
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Conference Proceeding