Advancements in Bearing Defect Diagnosis: Deep Learning-based Signal Processing and Real-time Fault Detection

Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

Wade A. Smith, Robert B. Randall · Mechanical Systems and Signal Processing · 2015 · 2.5K citations · Full text

Engineering, Mechanical Engineering, Finite Element Analysis +11

Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0

Zeki Murat Çınar, Abubakar Abdussalam Nuhu, Qasim Zeeshan et al. · Sustainability · 2020 · 780 citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +17

Industrial Artificial Intelligence in Industry 4.0 - Systematic Review, Challenges and Outlook

Ricardo Silva Peres, Xiaodong Jia, Jay Lee et al. · IEEE Access · 2020 · 654 citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +17

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

Duy-Tang Hoang · Cognitive Systems Research · 2018 · 445 citations

Computing, Computer Science, Mechanical Engineering +16

Intelligent fault diagnosis of rolling bearings based on normalized CNN considering data imbalance and variable working conditions

Bo Zhao, Xianmin Zhang, Hai Li et al. · Knowledge-Based Systems · 2020 · 379 citations

Computing, Computer Science, Computer Vision +16