A nonlinear extended state observer for sensorless IPMSM drives with optimized gains

Tianru Zhang; Zhuang Xu; Chris Gerada

doi:10.1109/TIA.2019.2959537

A nonlinear extended state observer for sensorless IPMSM drives with optimized gains

Tianru Zhang, Zhuang Xu, Chris Gerada

Department of Electrical and Electronic Engineering

Research output: Journal Publication › Article › peer-review

41 Citations (Scopus)

Abstract

A nonlinear third-order extended state observer (TESO) is proposed for the rotor position and speed estimation for sensorless interior permanent magnet synchronous motor drives. The disturbance observation bandwidth of the proposed observer is expanded by deploying a gain optimization method. The measurement noise excited in the control loop is suppressed effectively by substituting the previous high gain configuration. Experimentally, both the steady-state and transient performance of the TESO are verified on testing rigs. In comparison with the performance of a conventional linear extended state observer, the TESO has a better capability of disturbance observation and noise suppression in a wide operating range.

Original language	English
Article number	8932537
Pages (from-to)	1485-1494
Number of pages	10
Journal	IEEE Transactions on Industry Applications
Volume	56
Issue number	2
DOIs	https://doi.org/10.1109/TIA.2019.2959537
Publication status	Published - 1 Mar 2020

Keywords

Bandwidth expansion
extended state observer (ESO)
gain optimization
noise suppression
sensorless interior permanent magnet synchronous motor (IPMSM) drives

ASJC Scopus subject areas

Control and Systems Engineering
Industrial and Manufacturing Engineering
Electrical and Electronic Engineering

Access to Document

10.1109/TIA.2019.2959537

Cite this

@article{07a2a77b02834456ad5493a22dcc3bc0,

title = "A nonlinear extended state observer for sensorless IPMSM drives with optimized gains",

abstract = "A nonlinear third-order extended state observer (TESO) is proposed for the rotor position and speed estimation for sensorless interior permanent magnet synchronous motor drives. The disturbance observation bandwidth of the proposed observer is expanded by deploying a gain optimization method. The measurement noise excited in the control loop is suppressed effectively by substituting the previous high gain configuration. Experimentally, both the steady-state and transient performance of the TESO are verified on testing rigs. In comparison with the performance of a conventional linear extended state observer, the TESO has a better capability of disturbance observation and noise suppression in a wide operating range.",

keywords = "Bandwidth expansion, extended state observer (ESO), gain optimization, noise suppression, sensorless interior permanent magnet synchronous motor (IPMSM) drives",

author = "Tianru Zhang and Zhuang Xu and Chris Gerada",

note = "Publisher Copyright: {\textcopyright} 1972-2012 IEEE.",

year = "2020",

month = mar,

day = "1",

doi = "10.1109/TIA.2019.2959537",

language = "English",

volume = "56",

pages = "1485--1494",

journal = "IEEE Transactions on Industry Applications",

issn = "0093-9994",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "2",

}

TY - JOUR

T1 - A nonlinear extended state observer for sensorless IPMSM drives with optimized gains

AU - Zhang, Tianru

AU - Xu, Zhuang

AU - Gerada, Chris

PY - 2020/3/1

Y1 - 2020/3/1

N2 - A nonlinear third-order extended state observer (TESO) is proposed for the rotor position and speed estimation for sensorless interior permanent magnet synchronous motor drives. The disturbance observation bandwidth of the proposed observer is expanded by deploying a gain optimization method. The measurement noise excited in the control loop is suppressed effectively by substituting the previous high gain configuration. Experimentally, both the steady-state and transient performance of the TESO are verified on testing rigs. In comparison with the performance of a conventional linear extended state observer, the TESO has a better capability of disturbance observation and noise suppression in a wide operating range.

AB - A nonlinear third-order extended state observer (TESO) is proposed for the rotor position and speed estimation for sensorless interior permanent magnet synchronous motor drives. The disturbance observation bandwidth of the proposed observer is expanded by deploying a gain optimization method. The measurement noise excited in the control loop is suppressed effectively by substituting the previous high gain configuration. Experimentally, both the steady-state and transient performance of the TESO are verified on testing rigs. In comparison with the performance of a conventional linear extended state observer, the TESO has a better capability of disturbance observation and noise suppression in a wide operating range.

KW - Bandwidth expansion

KW - extended state observer (ESO)

KW - gain optimization

KW - noise suppression

KW - sensorless interior permanent magnet synchronous motor (IPMSM) drives

UR - http://www.scopus.com/inward/record.url?scp=85082024370&partnerID=8YFLogxK

U2 - 10.1109/TIA.2019.2959537

DO - 10.1109/TIA.2019.2959537

M3 - Article

AN - SCOPUS:85082024370

SN - 0093-9994

VL - 56

SP - 1485

EP - 1494

JO - IEEE Transactions on Industry Applications

JF - IEEE Transactions on Industry Applications

IS - 2

M1 - 8932537

ER -

A nonlinear extended state observer for sensorless IPMSM drives with optimized gains

Abstract

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this