Jiahao Du

An Efficient Federated Learning Framework for Machinery Fault Diagnosis With Improved Model Aggregation and Local Model Training

Jiahao Du, Na Qin, Deqing Huang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 29 citations

Artificial Intelligence, Fault Diagnosis, Engineering +21

A clustered blueprint separable convolutional neural network with high precision for high-speed train bogie fault diagnosis

Xinming Jia, Na Qin, Deqing Huang et al. · Neurocomputing · 2022 · 27 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +8

Fault Diagnosis of Multi-Railway High-Speed Train Bogies by Improved Federated Learning

Na Qin, Jiahao Du, Yiming Zhang et al. · IEEE Transactions on Vehicular Technology · 2023 · 22 citations

Lightweight FL: A Low-Cost Federated Learning Framework for Mechanical Fault Diagnosis With Training Optimization and Model Pruning

Jiahao Du, Na Qin, Deqing Huang et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 20 citations

Precise Diagnosis of Unknown Fault of High-Speed Train Bogie Using Novel FBM-Net

Yiming Zhang, Na Qin, Deqing Huang et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 16 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +21