Aisong Qin

A rotating machinery fault diagnosis method based on multi-scale dimensionless indicators and random forests

Qin Hu, Xiaosheng Si, Qinghua Zhang et al. · Mechanical Systems and Signal Processing · 2020 · 162 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +13

Fault Diagnosis Based on Weighted Extreme Learning Machine With Wavelet Packet Decomposition and KPCA

Qin Hu, Aisong Qin, Qinghua Zhang et al. · IEEE Sensors Journal · 2018 · 121 citations

Fault Diagnosis, Reliability Engineering, Wavelet Packet Decomposition +15

Balanced Adaptation Regularization Based Transfer Learning for Unsupervised Cross-Domain Fault Diagnosis

Qin Hu, Xiaosheng Si, Aisong Qin et al. · IEEE Sensors Journal · 2022 · 91 citations

Fault Diagnosis, Balanced Adaptation Regularization, Engineering +12

Multi-Scale Cluster-Graph Convolution Network With Multi-Channel Residual Network for Intelligent Fault Diagnosis

Kuangchi Sun, Zhenfeng Huang, Hanling Mao et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 69 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Graph Neural Network +15

Concurrent Fault Diagnosis Based on Bayesian Discriminating Analysis and Time Series Analysis With Dimensionless Parameters

Aisong Qin, Qin Hu, Yunrong Lv et al. · IEEE Sensors Journal · 2018 · 66 citations

Fault Diagnosis, Engineering, Machine Learning +19