Multi-scale quadratic convolutional neural network for bearing fault diagnosis based on multi-sensor data fusion

Yingying Ji; Jun Gao; Xing Shao; Cuixiang Wang

doi:10.1007/s11071-025-10918-6

ScienceGate Book Chapters

JOURNAL ARTICLE

Multi-scale quadratic convolutional neural network for bearing fault diagnosis based on multi-sensor data fusion

Yingying Ji Jun Gao Xing Shao Cuixiang Wang

Year: 2025 Journal: Nonlinear Dynamics Vol: 113 (12)Pages: 14223-14244 Publisher: Springer Science+Business Media

DOI: 10.1007/s11071-025-10918-6

Get Full-Text PDF Get Analytical Report

Keywords:

Convolutional neural network Fault (geology) Bearing (navigation) Sensor fusion Scale (ratio) Pattern recognition (psychology) Quadratic equation Computer science Artificial intelligence Artificial neural network Data mining Fusion Mathematics Geology Geography Seismology Cartography

Metrics

Cited By

40.88

FWCI (Field Weighted Citation Impact)

Refs

0.99

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Machine Fault Diagnosis Techniques

Physical Sciences → Engineering → Control and Systems Engineering

Fault Detection and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

Engineering Diagnostics and Reliability

Physical Sciences → Engineering → Mechanics of Materials

Multi-scale quadratic convolutional neural network for bearing fault diagnosis based on multi-sensor data fusion

Metrics

Citation History

Topics

Related Documents

Bearing Fault Diagnosis Method Based on Multi-sensor Feature Fusion Convolutional Neural Network

Rolling Bearing Fault Diagnosis Based on Convolutional Neural Network and Multi-sensor Information Fusion

Attention-embedded multi-scale quadratic convolutional neural network for early bearing fault diagnosis

Research on multi-path quadratic convolutional neural network-based bearing fault diagnosis

Bearing Fault Diagnosis for Electrical Machines based on Multi-sensor Multi-level Fusion and Convolutional Neural Network