Zheng Chai

Enhanced Random Forest With Concurrent Analysis of Static and Dynamic Nodes for Industrial Fault Classification

Zheng Chai, Chunhui Zhao · IEEE Transactions on Industrial Informatics · 2019 · 173 citations

Fault Diagnosis, Engineering, Machine Learning +20

A Fine-Grained Adversarial Network Method for Cross-Domain Industrial Fault Diagnosis

Zheng Chai, Chunhui Zhao · IEEE Transactions on Automation Science and Engineering · 2020 · 152 citations

Artificial Intelligence, Fault Diagnosis, Engineering +15

Data-Driven Designs of Fault Detection Systems via Neural Network-Aided Learning

Hongtian Chen, Zheng Chai, Oguzhan Dogru et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 118 citations

Artificial Intelligence, Fault Diagnosis, Fir Filter +13

A Deep Probabilistic Transfer Learning Framework for Soft Sensor Modeling With Missing Data

Zheng Chai, Chunhui Zhao, Biao Huang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 114 citations

Artificial Intelligence, Engineering, Machine Learning +14

A Single-Side Neural Network-Aided Canonical Correlation Analysis With Applications to Fault Diagnosis

Hongtian Chen, Zhiwen Chen, Zheng Chai et al. · IEEE Transactions on Cybernetics · 2021 · 96 citations

Fault Diagnosis, Reliability Engineering, Engineering +15