| An improved PSO algorithm for battery parameters identification optimization based on Thevenin battery model W Peng, Z Yang, C Liu, J Xiu, Z Zhang 2018 5th IEEE International Conference on Cloud Computing and Intelligence …, 2018 | 26 | 2018 |
| UKF-based sensor fault diagnosis of PMSM drives in electric vehicles N Zhou, H He, Z Liu, Z Zhang Energy Procedia 142, 2276-2283, 2017 | 23 | 2017 |
| Process monitoring using recurrent Kalman variational auto-encoder for general complex dynamic processes Z Zhang, J Zhu, S Zhang, F Gao Engineering Applications of Artificial Intelligence 123, 106424, 2023 | 22 | 2023 |
| Tolerance analysis of electrified vehicles on the motor demagnetization fault: From an energy perspective H He, N Zhou, J Guo, Z Zhang, B Lu, C Sun Applied Energy 227, 239-248, 2018 | 20 | 2018 |
| Multiscale monitoring of industrial chemical process using wavelet-entropy aided machine learning approach H Ali, Z Zhang, F Gao Process Safety and Environmental Protection 180, 1053-1075, 2023 | 18 | 2023 |
| Remaining useful life and state of health prediction for lithium batteries based on differential thermal voltammetry and a deep learning model L Zhang, W Wang, H Yu, Z Zhang, X Yang, F Liang, S Li, S Yang, X Liu Iscience 25 (12), 2022 | 17 | 2022 |
| Industrial process modeling and fault detection with recurrent Kalman variational autoencoder Z Zhang, J Zhu, Z Ge 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS …, 2020 | 15 | 2020 |
| Fault detection using machine learning based dynamic ICA-distributed CCA: Application to industrial chemical process H Ali, Z Zhang, R Safdar, MH Rasool, Y Yao, L Yao, F Gao Digital Chemical Engineering 11, 100156, 2024 | 9 | 2024 |
| Input factor selection based on interpretable neural network for industrial virtual sensing application L Yao, Z Yang, Z Zhang, S Tang, B Shen, J Zeng IEEE Transactions on Instrumentation and Measurement 72, 1-12, 2023 | 8 | 2023 |
| A neural network-based method with data preprocess for fault diagnosis of drive system in battery electric vehicles Z Zhang, H He, N Zhou 2017 Chinese Automation Congress (CAC), 4128-4133, 2017 | 6 | 2017 |
| Robust statistical industrial fault monitoring: A machine learning-based distributed CCA and low frequency control charts H Ali, R Safdar, Y Zhou, Y Yao, L Yao, Z Zhang, MH Rasool, F Gao Chemical Engineering Science 299, 120460, 2024 | 5 | 2024 |
| Online estimation for parameters and state-of-charge of LiMn2O2 batteries with a modified adaptive Kalman filter Z Zhang, S Li, J Li, H He Energy Procedia 159, 497-502, 2019 | 4 | 2019 |
| Time-Specific Thresholds for Batch Process Monitoring: A Study Based on Two-Dimensional Conditional Variational Auto-Encoder J Zhu, Z Liu, X Lou, F Gao, Z Zhang Processes 12 (4), 682, 2024 | 2 | 2024 |
| Attention-Based Two-Dimensional Dynamic-Scale Graph Autoencoder for Batch Process Monitoring J Zhu, X Gao, Z Zhang Processes 12 (3), 513, 2024 | 2 | 2024 |
| A Novel Semi-supervised Two-dimensional Dynamic Soft Sensor for Quality Prediction in Batch Processes L Zhao, J Zhu, Z Zhang, Z Xie, F Gao 2023 5th International Conference on Industrial Artificial Intelligence (IAI …, 2023 | 2 | 2023 |
| Novel deep learning based soft sensor feature extraction for part weight prediction in injection molding processes W Ding, H Ali, K Gao, Z Zhang, F Gao Journal of Manufacturing Systems 78, 58-68, 2025 | 1 | 2025 |
| Collaborative Multiple Players to Address Label Sparsity in Quality Prediction of Batch Processes L Zhao, Z Zhang, J Zhu, H Wang, Z Xie Sensors 24 (7), 2073, 2024 | 1 | 2024 |
| A novel dynamic machine learning-based explainable fusion monitoring: application to industrial and chemical processes H Ali, R Safdar, Y Zhou, Y Yao, L Yao, Z Zhang, W Ding, F Gao Machine Learning: Science and Technology 6 (1), 015005, 2025 | | 2025 |
| An Integrated Capacitance-Pressure-Temperature Sensing Probe for Injection Molding Monitoring W Zheng, H Hu, Z Zhang, W Ding, SWR Lee, F Gao IEEE Transactions on Instrumentation and Measurement, 2024 | | 2024 |
| Batch Process Monitoring with Attention-Based Two-Dimensional Stacked Graph Convolutional Autoencoder X Gao, Z Zhang, F Gao, J Zhu 2024 6th International Conference on Industrial Artificial Intelligence (IAI …, 2024 | | 2024 |
Furong GaoHong Kong University of Science and TechnologyEmail được xác minh tại ust.hk