Cargando…

Fault Diagnosis of Permanent Magnet DC Motors Based on Multi-Segment Feature Extraction

For permanent magnet DC motors (PMDCMs), the amplitude of the current signals gradually decreases after the motor starts. Only using the signal features of current in a single segment is not conducive to fault diagnosis for PMDCMs. In this work, multi-segment feature extraction is presented for impr...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lu, Lixin, Wang, Weihao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625363/ https://www.ncbi.nlm.nih.gov/pubmed/34833579 http://dx.doi.org/10.3390/s21227505

Ejemplares similares

A Novel Supervised Filter Feature Selection Method Based on Gaussian Probability Density for Fault Diagnosis of Permanent Magnet DC Motors
por: Wang, Weihao, et al.
Publicado: (2022)

Fault Diagnosis and Fault Frequency Determination of Permanent Magnet Synchronous Motor Based on Deep Learning
por: Wang, Chiao-Sheng, et al.
Publicado: (2021)

Fault Diagnosis of Permanent Magnet Synchronous Motor Based on Stacked Denoising Autoencoder
por: Xu, Xiaowei, et al.
Publicado: (2021)

Analytical Modeling and Analysis of Permanent-Magnet Motor with Demagnetization Fault
por: Shi, Cenwei, et al.
Publicado: (2022)

Fault-Diagnosis and Fault-Recovery System of Hall Sensors in Brushless DC Motor Based on Neural Networks †
por: Chu, Kenny Sau Kang, et al.
Publicado: (2023)

Bearing Fault Feature Extraction and Fault Diagnosis Method Based on Feature Fusion
por: Zhu, Huibin, et al.
Publicado: (2021)

Demagnetization Fault Diagnosis of Permanent Magnet Synchronous Motors Based on Stator Current Signal Processing and Machine Learning Algorithms
por: Pietrzak, Przemyslaw, et al.
Publicado: (2023)

Vibration and current dataset of three-phase permanent magnet synchronous motors with stator faults
por: Jung, Wonho, et al.
Publicado: (2023)

Multilevel Fine Fault Diagnosis Method for Motors Based on Feature Extraction of Fractional Fourier Transform
por: Wu, Hao, et al.
Publicado: (2022)

Fault-tolerant control strategy of six-phase permanent magnet synchronous motor based on deadbeat current prediction
por: Gao, Hanying, et al.
Publicado: (2023)

A Sensor Fault Detection Scheme as a Functional Safety Feature for DC-DC Converters
por: Schmidt, Simon, et al.
Publicado: (2021)

Research on rolling bearing fault diagnosis based on multi-dimensional feature extraction and evidence fusion theory
por: Li, Jingchao, et al.
Publicado: (2019)

Enhanced Feature Extraction Network Based on Acoustic Signal Feature Learning for Bearing Fault Diagnosis
por: Luo, Yuanqing, et al.
Publicado: (2023)

Fault Diagnosis of PMSMs Based on Image Features of Multi-Sensor Fusion
por: Wang, Jianping, et al.
Publicado: (2023)

Interturn Short Fault Diagnosis Using Magnitude and Phase of Currents in Permanent Magnet Synchronous Machines
por: Jeong, Hyeyun, et al.
Publicado: (2022)

A Feature Extraction Method Using Improved Multi-Scale Entropy for Rolling Bearing Fault Diagnosis
por: Ju, Bin, et al.
Publicado: (2018)

Fault diagnosis of induction motors
por: Faiz, Jawad, et al.
Publicado: (2017)

Design and Analysis of Linear Fault-Tolerant Permanent-Magnet Vernier Machines
por: Xu, Liang, et al.
Publicado: (2014)

Planetary Gears Feature Extraction and Fault Diagnosis Method Based on VMD and CNN
por: Liu, Chang, et al.
Publicado: (2018)

Permanent magnet motor technology : design and applications /
por: Gieras, Jacek F.
Publicado: (2002)

Fault Diagnosis of Rotating Machinery Using Kernel Neighborhood Preserving Embedding and a Modified Sparse Bayesian Classification Model
por: Lu, Lixin, et al.
Publicado: (2023)

Adaptive Redundant Lifting Wavelet Transform Based on Fitting for Fault Feature Extraction of Roller Bearings
por: Yang, Zijing, et al.
Publicado: (2012)

Control of permanent magnet synchronous motors
por: Vaez-Zadeh, Sadegh
Publicado: (2018)

Sensor Fault Detection and System Reconfiguration for DC-DC Boost Converter
por: Li, Jian, et al.
Publicado: (2018)

Mechanical Fault Diagnosis of HVCBs Based on Multi-Feature Entropy Fusion and Hybrid Classifier
por: Wan, Shuting, et al.
Publicado: (2018)

Research on Multi-Fault Diagnosis Method Based on Time Domain Features of Vibration Signals
por: Wang, Chao, et al.
Publicado: (2022)

Adaptive PIF Control for Permanent Magnet Synchronous Motors Based on GPC
por: Lu, Shaowu, et al.
Publicado: (2012)

A Feature Extraction Method Based on Information Theory for Fault Diagnosis of Reciprocating Machinery
por: Wang, Huaqing, et al.
Publicado: (2009)

Planetary Gear Fault Diagnosis via Feature Image Extraction Based on Multi Central Frequencies and Vibration Signal Frequency Spectrum
por: Li, Yong, et al.
Publicado: (2018)

Thermographic Fault Diagnosis of Ventilation in BLDC Motors
por: Glowacz, Adam
Publicado: (2021)

Thermographic Fault Diagnosis of Shaft of BLDC Motor
por: Glowacz, Adam
Publicado: (2022)

Synchronous Motor with Hybrid Permanent Magnets on the Rotor
por: Slusarek, Barbara, et al.
Publicado: (2014)

Sensorless Control of the Permanent Magnet Synchronous Motor
por: Urbanski, Konrad, et al.
Publicado: (2019)

Design and Experimental Validation for Direct-Drive Fault-Tolerant Permanent-Magnet Vernier Machines
por: Liu, Guohai, et al.
Publicado: (2014)

Permanent magnet actuation for magnetic bead-based DNA extraction
por: Park, Chang-Young, et al.
Publicado: (2018)

Object-Based Thermal Image Segmentation for Fault Diagnosis of Reciprocating Compressors
por: Deng, Rongfeng, et al.
Publicado: (2020)

Mechanical Fault Diagnosis of a DC Motor Utilizing United Variational Mode Decomposition, SampEn, and Random Forest-SPRINT Algorithm Classifiers
por: Guo, Zijian, et al.
Publicado: (2019)

Interactive multi-model fault diagnosis method of switched reluctance motor based on low delay anti-interference
por: Zhou, Yongqin, et al.
Publicado: (2023)

Application of CNN-Based Machine Learning in the Study of Motor Fault Diagnosis
por: Peng, Xiuyan, et al.
Publicado: (2022)

A Novel Method Based on Multi-Island Genetic Algorithm Improved Variational Mode Decomposition and Multi-Features for Fault Diagnosis of Rolling Bearing
por: Liang, Tao, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_g5ua34oofmg9eldbimivet4gl9