Loughborough University
Leicestershire, UK
LE11 3TU
+44 (0)1509 263171
Loughborough University

Loughborough University Institutional Repository

Please use this identifier to cite or link to this item: https://dspace.lboro.ac.uk/2134/25037

Title: Parameter estimation for condition monitoring of PMSM stator winding and rotor permanent magnets
Authors: Liu, Kan
Zhu, Z.Q.
Stone, David
Keywords: Condition based monitoring
Ill-conditioned problem
Magnetic flux linkage
Neural networks (NNs
Parameter estimation
Permanent-magnet (PM) machines
Rotor flux linkage
Stator winding resistance
Issue Date: 2013
Publisher: © IEEE
Citation: LIU, K., ZHU, Z.Q. and STONE, D., 2013. Parameter estimation for condition monitoring of PMSM stator winding and rotor permanent magnets. IEEE Transactions on Industrial Electronics, 60(12), pp. 5902-5913.
Abstract: Winding resistance and rotor flux linkage are important to controller design and condition monitoring of a surface-mounted permanent-magnet synchronous machine (PMSM) system. In this paper, an online method for simultaneously estimating the winding resistance and rotor flux linkage of a PMSM is proposed, which is suitable for application under constant load torque. It is based on a proposed full-rank reference/variable model. Under constant load torque, a short pulse of id 0 is transiently injected into the d-axis current, and two sets of machine rotor speeds, currents, and voltages corresponding to id = 0 and id 0 are then measured for estimation. Since the torque is kept almost constant during the transient injection, owing to the moment of system inertia and negligible reluctance torque, the variation of rotor flux linkage due to injected id 0 can be taken into account by using the equation of constant torque without measuring the load torque and is then associated with the two sets of machine equations for simultaneously estimating the winding resistance and rotor flux linkage. Furthermore, the proposed method does not need the values of the $dq$-axis inductances, while the influence from the nonideal voltage measurement, which will cause an ill-conditioned problem in the estimation, has been taken into account and solved by error analysis. This method is finally verified on two prototype PMSMs and shows good performance. © 1982-2012 IEEE.
Description: Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Version: Accepted for publication
DOI: 10.1109/TIE.2013.2238874
URI: https://dspace.lboro.ac.uk/2134/25037
Publisher Link: http://dx.doi.org/10.1109/TIE.2013.2238874
ISSN: 0278-0046
Appears in Collections:Published Articles (Mechanical, Electrical and Manufacturing Engineering)

Files associated with this item:

File Description SizeFormat
Parameter estimation for condition monitoring of PMSM stator winding and rotor permanent magnets-Lupin.pdfAccepted version1.57 MBAdobe PDFView/Open

 

SFX Query

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.