Position-offset-based parameter estimation using the adaline NN for condition monitoring of permanent-magnet synchronous machines

Position-offset-based parameter estimation using the adaline NN for condition monitoring of permanent-magnet synchronous machines

This paper proposes how to use the addition of rotor position offsets as perturbation signals for the parameter estimation of permanent-magnet synchronous machines (PMSMs), which can be used for the condition monitoring of rotor permanent magnet and stator winding. During the proposed estimation, tw...

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Bibliographic Details
Main Authors: Kan Liu, Zi-Qiang Zhu
Format: Default Article
Published: 2015
Subjects:
Mechanical engineering not elsewhere classified
Adaline neural network (NN)
Condition monitoring
Parameter estimation
Parameter identification
Permanent-magnet synchronous machine (PMSM)
Position offset
Rotor flux linkage
Stator winding resistance
Mechanical Engineering not elsewhere classified
Online Access:https://hdl.handle.net/2134/22626
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https://hdl.handle.net/2134/22626

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