Fault detection and diagnosis in electric motors using 1d convolutional neural networks with multi-channel vibration signals

Experimental investigation on time-domain features in the diagnosis of rolling element bearings by acoustic emission

(2021) Aref Aasi et al.   JOURNAL OF VIBRATION AND CONTROL

Fault detection and diagnosis using vibration signal analysis in frequency domain for electric motors considering different real fault types

(2021) Ronny Francis Ribeiro Junior et al.   Sensor Review

Fault classification in three-phase motors based on vibration signal analysis and artificial neural networks

(2020) Ronny Francis Ribeiro Junior et al.   NEURAL COMPUTING & APPLICATIONS

Fault Diagnosis of Rotary Machines Using Deep Convolutional Neural Network with Wide Three Axis Vibration Signal Input

(2020) Davor Kolar et al.   SENSORS

Cavitation intensity recognition for high-speed axial piston pumps using 1-D convolutional neural networks with multi-channel inputs of vibration signals

(2020) Qun Chao et al.   Alexandria Engineering Journal

Bearing fault diagnosis based on vibro-acoustic data fusion and 1D-CNN network

(2020) Xin Wang et al.   MEASUREMENT

1D convolutional neural networks and applications: A survey

(2020) Serkan Kiranyaz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An improved deep convolutional neural network with multi-scale information for bearing fault diagnosis

(2019) Wenyi Huang et al.   NEUROCOMPUTING

Intelligent fault diagnosis of rotating machinery based on one-dimensional convolutional neural network

(2019) Chunzhi Wu et al.   COMPUTERS IN INDUSTRY

Multi-head CNN–RNN for multi-time series anomaly detection: An industrial case study

(2019) Mikel Canizo et al.   NEUROCOMPUTING

A New Intelligent Bearing Fault Diagnosis Method Using SDP Representation and SE-CNN

(2019) Hui Wang et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Rolling element bearing fault diagnosis using convolutional neural network and vibration image

(2018) Duy-Tang Hoang et al.   Cognitive Systems Research

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

(2018) Long Wen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Real-Time Fault Detection and Identification for MMC using 1D Convolutional Neural Networks

(2018) Serkan Kiranyaz et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier

(2018) Levent Eren et al.   Journal of Signal Processing Systems for Signal Image and Video Technology

Wireless and real-time structural damage detection: A novel decentralized method for wireless sensor networks

(2018) Onur Avci et al.   JOURNAL OF SOUND AND VIBRATION

Condition Monitoring and Fault Diagnosis of Induction Motors: A Review

(2018) Anurag Choudhary et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Estimation of Remaining Useful Life of Rolling Element Bearings Using Wavelet Packet Decomposition and Artificial Neural Network

(2018) Abbas Rohani Bastami et al.   Iranian Journal of Science and Technology-Transactions of Electrical Engineering

Information Fusion and Semi-Supervised Deep Learning Scheme for Diagnosing Gear Faults in Induction Machine Systems

(2018) Roozbeh Razavi-Far et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring

(2018) Osama Abdeljaber et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Signature Analysis for Online Motor Diagnostics: Early Detection of Rotating Machine Problems Prior to Failure

(2017) Ian Culbert et al.   IEEE INDUSTRY APPLICATIONS MAGAZINE

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

(2016) Turker Ince et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Wavelet transform based on inner product in fault diagnosis of rotating machinery: A review

(2016) Jinglong Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

3D temperature field analysis of the induction motors with broken bar fault

(2014) Ying Xie et al.   APPLIED THERMAL ENGINEERING

Vibration analysis for bearing fault detection and classification using an intelligent filter

(2014) Jafar Zarei et al.   MECHATRONICS

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing