Method for automatic railway track surface defect classification and evaluation using a laser-based 3D model. - Jiaqi Ye; Edward Stewart; Dingcheng Zhang; Qianyu Chen; Clive Roberts (IET Image Process., 2020)

Roller Bearing Degradation Assessment Based on a Deep MLP Convolution Neural Network Considering Outlier Regions. - Dingcheng Zhang; Edward Stewart; Jiaqi Ye; Mani Entezami; Clive Roberts (IEEE Trans. Instrum. Meas., 2020)

Integration of Multiple Sensors for Noncontact Rail Profile Measurement and Inspection. - Jiaqi Ye; Edward Stewart; Dingcheng Zhang; Qianyu Chen; Karthik Thangaraj; Clive Roberts (IEEE Trans. Instrum. Meas., 2021)

Improved Generative Adversarial Network for Rotating Component Fault Diagnosis in Scenarios With Extremely Limited Data. - Jianguo Miao; Jianyu Wang; Dingcheng Zhang; Qiang Miao (IEEE Trans. Instrum. Meas., 2022)

Multi-Sensor Interactive Perception Graph Attention Networks for Remaining Useful Life Estimation. - Juntao Hua; Xia Fang; Dingcheng Zhang (SAFEPROCESS, 2023)

Recurrent Neural Network-Based Fault Diagnosis Method for Multisource Information Fusion of Drilling Pump Power End Gear. - Shentong Ni; Yang Tang; Xia Fang; Dingcheng Zhang; Jie Wang 125; Jiawei Liao (SAFEPROCESS, 2023)

Ensemble of Simplified Graph Wavelet Neural Networks for Planetary Gearbox Fault Diagnosis. - Chenyang Jiao; Dingcheng Zhang; Xia Fang; Qiang Miao (IEEE Trans. Instrum. Meas., 2023)

Microarmature Solder Surface Detection: An Adaptive Central Region Sample Selection Anchor Free Framework. - Wei Zhang; Xia Fang; Chengjun Wu; Mei Wang; Jie Wang 125; Dingcheng Zhang; Qiang Miao (IEEE Trans. Instrum. Meas., 2023)

Multi-Sensor Graph Transfer Network for Health Assessment of High-Speed Rail Suspension Systems. - Dingcheng Zhang; Min Xie 001; Jingyuan Yang 009; Tao Wen 002 (IEEE Trans. Intell. Transp. Syst., 2023)

Graph Multi-Scale Permutation Entropy for Bearing Fault Diagnosis. - Qingwen Fan; Yuqi Liu; Jingyuan Yang 009; Dingcheng Zhang (Sensors, 2024)

Transmission Tower and Power Line Detection Based on Improved Solov2. - Wenjie Ma; Jie Xiao; Gaoyi Zhu; Jie Wang 125; Dingcheng Zhang; Xia Fang; Qiang Miao (IEEE Trans. Instrum. Meas., 2024)

A Sequential and Asynchronous Federated Learning Framework for Railway Point Machine Fault Diagnosis With Imperfect Data Transmission. - Tao Wen 002; Xiaohan Chen; Dingcheng Zhang; Clive Roberts; Baigen Cai (IEEE Trans. Ind. Informatics, 2024)

Knowledge embedded spatial-temporal graph convolutional networks for remaining useful life prediction. - Xiao Cai; Dingcheng Zhang; Yang Yu; Min Xie 001 (Reliab. Eng. Syst. Saf., 2025)

A Novel Acoustic-Based Framework for Compound Fault Diagnosis in Rotating Machinery With Limited Samples. - Fengmiao Tu; Tangli Zhang; Tao Liu; Dingcheng Zhang; Suixian Yang (IEEE Trans. Instrum. Meas., 2025)