A fault location method based on ensemble complex spatio-temporal attention network for complex systems under fluctuating operating conditions

Optuna

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Hyperparameter Estimation, New Design, Engineering +15

Multi-class AdaBoost

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A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals

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Fault Diagnosis, Convolutional Neural Network, Engineering +18

Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study

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Artificial Intelligence, Engineering, Machine Learning +9

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 · 367 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Normalized Cnn +10