Real-Time Fault Diagnosis and Fault-Tolerant Control Strategy for Hall Sensors in Permanent Magnet Brushless DC Motor Drives

The Hall sensor is the most commonly used position sensor of the permanent magnet brushless direct current (PMBLDC) motor. Its failure may lead to a decrease in system reliability. Hence, this article proposes a novel methodology for the Hall sensors fault diagnosis and fault-tolerant control in PMB...

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Main Authors: Xi Zhang, Yiyun Zhao, Hui Lin, Saleem Riaz, Hassan Elahi
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/11/1268
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spelling doaj-fca32c8a5c6e4478b910efea0d4a7af82021-06-01T01:06:40ZengMDPI AGElectronics2079-92922021-05-01101268126810.3390/electronics10111268Real-Time Fault Diagnosis and Fault-Tolerant Control Strategy for Hall Sensors in Permanent Magnet Brushless DC Motor DrivesXi Zhang0Yiyun Zhao1Hui Lin2Saleem Riaz3Hassan Elahi4School of Automation, Northwestern Polytechnical University, Xi’an 710129, ChinaSchool of Automation, Northwestern Polytechnical University, Xi’an 710129, ChinaSchool of Automation, Northwestern Polytechnical University, Xi’an 710129, ChinaSchool of Automation, Northwestern Polytechnical University, Xi’an 710129, ChinaDepartment of Mechanical and Aerospace Engineering, Sapienza University of Rome, 00185 Rome, ItalyThe Hall sensor is the most commonly used position sensor of the permanent magnet brushless direct current (PMBLDC) motor. Its failure may lead to a decrease in system reliability. Hence, this article proposes a novel methodology for the Hall sensors fault diagnosis and fault-tolerant control in PMBLDC motor drives. Initially, the Hall sensor faults are analyzed and classified into three fault types. Taking the Hall signal as the system state and the conducted MOSFETs as the system event, the extended finite state machine (EFSM) of the motor in operation is established. Meanwhile, a motor speed observer based on the super twisting algorithm (STA) is designed to obtain the speed signal of the proposed strategy. On this basis, a real-time Hall sensor fault diagnosis strategy is established by combining the EFSM and the STA speed observer. Moreover, this article proposes a Hall signal reconstruction strategy, which can generate compensated Hall signal to realize fault-tolerant control under single or double Hall sensor faults. Finally, theoretical analysis and experimental results validate the superior effectiveness of the proposed real-time fault diagnosis and fault-tolerant control strategy.https://www.mdpi.com/2079-9292/10/11/1268permanent magnet brushless direct current (PMBLDC) motorHall sensorsfault diagnosisfault-tolerant controlextended finite state machine (EFSM)super twisting algorithm (STA)
collection DOAJ
language English
format Article
sources DOAJ
author Xi Zhang
Yiyun Zhao
Hui Lin
Saleem Riaz
Hassan Elahi
spellingShingle Xi Zhang
Yiyun Zhao
Hui Lin
Saleem Riaz
Hassan Elahi
Real-Time Fault Diagnosis and Fault-Tolerant Control Strategy for Hall Sensors in Permanent Magnet Brushless DC Motor Drives
Electronics
permanent magnet brushless direct current (PMBLDC) motor
Hall sensors
fault diagnosis
fault-tolerant control
extended finite state machine (EFSM)
super twisting algorithm (STA)
author_facet Xi Zhang
Yiyun Zhao
Hui Lin
Saleem Riaz
Hassan Elahi
author_sort Xi Zhang
title Real-Time Fault Diagnosis and Fault-Tolerant Control Strategy for Hall Sensors in Permanent Magnet Brushless DC Motor Drives
title_short Real-Time Fault Diagnosis and Fault-Tolerant Control Strategy for Hall Sensors in Permanent Magnet Brushless DC Motor Drives
title_full Real-Time Fault Diagnosis and Fault-Tolerant Control Strategy for Hall Sensors in Permanent Magnet Brushless DC Motor Drives
title_fullStr Real-Time Fault Diagnosis and Fault-Tolerant Control Strategy for Hall Sensors in Permanent Magnet Brushless DC Motor Drives
title_full_unstemmed Real-Time Fault Diagnosis and Fault-Tolerant Control Strategy for Hall Sensors in Permanent Magnet Brushless DC Motor Drives
title_sort real-time fault diagnosis and fault-tolerant control strategy for hall sensors in permanent magnet brushless dc motor drives
publisher MDPI AG
series Electronics
issn 2079-9292
publishDate 2021-05-01
description The Hall sensor is the most commonly used position sensor of the permanent magnet brushless direct current (PMBLDC) motor. Its failure may lead to a decrease in system reliability. Hence, this article proposes a novel methodology for the Hall sensors fault diagnosis and fault-tolerant control in PMBLDC motor drives. Initially, the Hall sensor faults are analyzed and classified into three fault types. Taking the Hall signal as the system state and the conducted MOSFETs as the system event, the extended finite state machine (EFSM) of the motor in operation is established. Meanwhile, a motor speed observer based on the super twisting algorithm (STA) is designed to obtain the speed signal of the proposed strategy. On this basis, a real-time Hall sensor fault diagnosis strategy is established by combining the EFSM and the STA speed observer. Moreover, this article proposes a Hall signal reconstruction strategy, which can generate compensated Hall signal to realize fault-tolerant control under single or double Hall sensor faults. Finally, theoretical analysis and experimental results validate the superior effectiveness of the proposed real-time fault diagnosis and fault-tolerant control strategy.
topic permanent magnet brushless direct current (PMBLDC) motor
Hall sensors
fault diagnosis
fault-tolerant control
extended finite state machine (EFSM)
super twisting algorithm (STA)
url https://www.mdpi.com/2079-9292/10/11/1268
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