Multi-modal multi-scale multi-level fusion quadrant entropy for mechanical fault diagnosis

A novel optimized SVM classification algorithm with multi-domain feature and its application to fault diagnosis of rolling bearing

Xiaoan Yan, Minping Jia · Neurocomputing · 2018 · 499 citations

Computing, Computer Science, Mechanical Engineering +14

Optimized Fuzzy Slope Entropy: A Complexity Measure for Nonlinear Time Series

Yuxing Li, Yuan Cao, Yingmin Yi · IEEE Transactions on Instrumentation and Measurement · 2024 · 253 citations

Natural Sciences, Mathematics, Forecasting +12

Bayesian variational transformer: A generalizable model for rotating machinery fault diagnosis

Yiming Xiao, Haidong Shao, Jie Wang et al. · Mechanical Systems and Signal Processing · 2023 · 246 citations

Computing, Electrical Engineering, Systems Engineering +16

An optimized CNN-BiLSTM network for bearing fault diagnosis under multiple working conditions with limited training samples

Baoye Song, Yiyan Liu, Jingzhong Fang et al. · Neurocomputing · 2024 · 225 citations

Computing, Industrial Engineering, Machine Learning +14

Vibration, acoustic, temperature, and motor current dataset of rotating machine under varying operating conditions for fault diagnosis

Wonho Jung, Seong-Hu Kim, Sung-Hyun Yun et al. · Data in Brief · 2023 · 172 citations · Full text

Engineering, Electrical Engineering, Mechanical Engineering +17