| Intelligent acoustic-based fault diagnosis of roller bearings using a deep graph convolutional network D Zhang, E Stewart, M Entezami, C Roberts, D Yu Measurement 156, 107585, 2020 | 149 | 2020 |
| Adaptive fault feature extraction from wayside acoustic signals from train bearings D Zhang, M Entezami, E Stewart, C Roberts, D Yu Journal of Sound and Vibration 425, 221-238, 2018 | 68 | 2018 |
| Multi-fault diagnosis of gearbox based on resonance-based signal sparse decomposition and comb filter D Zhang, D Yu Measurement 103, 361-369, 2017 | 62 | 2017 |
| Roller bearing degradation assessment based on a deep MLP convolution neural network considering outlier regions D Zhang, E Stewart, J Ye, M Entezami, C Roberts IEEE Transactions on Instrumentation and Measurement 69 (6), 2996-3004, 2019 | 50 | 2019 |
| Energy operator demodulating of optimal resonance components for the compound faults diagnosis of gearboxes D Zhang, D Yu, W Zhang Measurement Science and technology 26 (11), 115003, 2015 | 46 | 2015 |
| Improved generative adversarial network for rotating component fault diagnosis in scenarios with extremely limited data J Miao, J Wang, D Zhang, Q Miao IEEE Transactions on Instrumentation and Measurement 71, 1-13, 2021 | 34 | 2021 |
| A novel Doppler Effect reduction method for wayside acoustic train bearing fault detection systems D Zhang, M Entezami, E Stewart, C Roberts, D Yu Applied acoustics 145, 112-124, 2019 | 26 | 2019 |
| Facile construction of electrochemical and self-powered wearable pressure sensors based on metallic corrosion effects C Liang, C Jiao, H Gou, H Luo, Y Diao, Y Han, F Gan, D Zhang, X Wu Nano Energy 104, 107954, 2022 | 24 | 2022 |
| Wayside acoustic detection of train bearings based on an enhanced spline-kernelled chirplet transform D Zhang, M Entezami, E Stewart, C Roberts, D Yu, Y Lei Journal of Sound and Vibration 480, 115401, 2020 | 23 | 2020 |
| Integration of multiple sensors for noncontact rail profile measurement and inspection J Ye, E Stewart, D Zhang, Q Chen, K Thangaraj, C Roberts IEEE Transactions on Instrumentation and Measurement 70, 1-12, 2021 | 17 | 2021 |
| An adaptive graph morlet wavelet transform for railway wayside acoustic detection D Zhang, M Xie, M Hamadache, M Entezami, E Stewart Journal of Sound and Vibration 529, 116965, 2022 | 13 | 2022 |
| Method for automatic railway track surface defect classification and evaluation using a laser‐based 3D model J Ye, E Stewart, D Zhang, Q Chen, C Roberts IET Image Processing 14 (12), 2701-2710, 2020 | 13 | 2020 |
| Optimal resonance-based signal sparse decomposition and its application to fault diagnosis of rotating machinery D Zhang, D Yu, X Li Proceedings of the Institution of Mechanical Engineers, Part C: Journal of …, 2017 | 7 | 2017 |
| Multi-sensor graph transfer network for health assessment of high-speed rail suspension systems D Zhang, M Xie, J Yang, T Wen IEEE Transactions on Intelligent Transportation Systems, 2023 | 6 | 2023 |
| Degradation assessment of bearings using deep convolutional inner-ensemble learning with outlier removal D Zhang, E Stewart, M Entezami, C Roberts 2019 Prognostics and System Health Management Conference (PHM-Paris), 315-319, 2019 | 4 | 2019 |
| Graph Multi-Scale Permutation Entropy for Bearing Fault Diagnosis Q Fan, Y Liu, J Yang, D Zhang Sensors 24 (1), 56, 2023 | 1 | 2023 |
| A research of a modified bearing fault diagnosis model based on deformable atrous convolution and squeeze-and-excitation aggregation Y Yu, ZY Chen, X Fang, DC Zhang, Z Wang 2022 13th International Conference on Reliability, Maintainability, and …, 2022 | 1 | 2022 |
| Train Axle Bearing Fault Diagnosis Based on Tunable Q-factor Wavelet Transform H Guo, D Zhang, L Liu, B Xing 2021 Global Reliability and Prognostics and Health Management (PHM-Nanjing), 1-7, 2021 | 1 | 2021 |
| A Sequential and Asynchronous Federated Learning Framework for Railway Point Machine Fault Diagnosis With Imperfect Data Transmission T Wen, X Chen, D Zhang, C Roberts, B Cai IEEE Transactions on Industrial Informatics, 2024 | | 2024 |
| Transmission tower and Power line detection based on improved Solov2 W Ma, J Xiao, G Zhu, J Wang, D Zhang, X Fang, Q Miao IEEE Transactions on Instrumentation and Measurement, 2024 | | 2024 |
Clive RobertsUniversity of BirminghamVerified email at bham.ac.uk
