| A Transfer Learning-based State of Charge Estimation for Lithium-Ion Battery at Varying Ambient Temperatures Y Qin*, S Adams, C Yuen IEEE Transaction on Industrial Informatics, 2021 | 75 | 2021 |
| An uncertainty-aware deep reinforcement learning framework for residential air conditioning energy management C Lork, WT Li, Y Qin, Y Zhou, C Yuen, W Tushar, TK Saha Applied Energy 276, 115426, 2020 | 72 | 2020 |
| Time-Series Regeneration with Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation X Zhang, Y Qin*, C Yuen, L Jayasinghe, X Liu IEEE Transactions on Industrial Informatics, 2020 | 67 | 2020 |
| An iterative two‐step sequential phase partition (ITSPP) method for batch process modeling and online monitoring Y Qin, C Zhao, F Gao AIChE Journal 62 (7), 2358-2373, 2016 | 54 | 2016 |
| A new soft-sensor algorithm with concurrent consideration of slowness and quality interpretation for dynamic chemical process Y Qin, C Zhao, B Huang Chemical Engineering Science 199, 28-39, 2019 | 47 | 2019 |
| Comprehensive subspace decomposition with analysis of between-mode relative changes for multimode process monitoring C Zhao, W Wang, Y Qin, F Gao Industrial & Engineering Chemistry Research 54 (12), 3154-3166, 2015 | 45 | 2015 |
| Slow-Varying Dynamics-Assisted Temporal Capsule Network for Machinery Remaining Useful Life Estimation Y Qin, C Yuen*, Y Shao, B Qin, X Li IEEE Transactions on Cybernetics, 2022 | 34 | 2022 |
| Comprehensive process decomposition for closed-loop process monitoring with quality-relevant slow feature analysis Y Qin, C Zhao Journal of Process Control 77, 141-154, 2019 | 34 | 2019 |
| Subspace decomposition and critical phase selection based cumulative quality analysis for multiphase batch processes Y Qin, C Zhao, X Wang, F Gao Chemical Engineering Science 166, 130-143, 2017 | 31 | 2017 |
| An intelligent non-optimality self-recovery method based on reinforcement learning with small data in big data era Y Qin, C Zhao, F Gao Chemometrics and Intelligent Laboratory Systems 176, 89-100, 2018 | 27 | 2018 |
| IIoT-Enabled Health Monitoring for Integrated Heat Pump System Using Mixture Slow Feature Analysis Y Qin*, W Li, C Yuen, W Tushar, TK Saha IEEE Transaction on Industrial Informatics, 2021 | 23 | 2021 |
| Multimode and multiphase batch processes understanding and monitoring based on between-mode similarity evaluation and multimode discriminative information analysis Y Qin, C Zhao, S Zhang, F Gao Industrial & Engineering Chemistry Research 56 (34), 9679-9690, 2017 | 19 | 2017 |
| Transfer Learning-based State of Health Estimation for Lithium-ion Battery with Cycle Synchronization KQ Zhou, Y Qin*, C Yuen IEEE/ASME Transactions on Mechatronics, 2022 | 14 | 2022 |
| Digital Twin for Real-time Li-ion Battery State of Health Estimation with Partially Discharged Cycling Data Y Qin, A Arunan, C Yuen* IEEE Transactions on Industrial Informatics, 2023 | 13 | 2023 |
| A Federated Learning-Based Industrial Health Prognostics for Heterogeneous Edge Devices Using Matched Feature Extraction A Arunan, Y Qin*, X Li, C Yuen* IEEE Transactions on Automation Science and Engineering, 2023 | 8 | 2023 |
| A Transferable Multi-stage Model with Cycling Discrepancy Learning for Lithium-ion Battery State of Health Estimation Y Qin, C Yuen*, X Yin, B Huang IEEE Transactions on Industrial Informatics, 2022 | 8 | 2022 |
| Invariant learning based multi-stage identification for lithium-ion battery performance degradation Y Qin, C Yuen, S Adams IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics …, 2020 | 7 | 2020 |
| Spatiotemporal Capsule Neural Network for Vehicle Trajectory Prediction Y Qin, YL Guan, C Yuen* IEEE Transactions on Vehicular Technology, 2023 | 6 | 2023 |
| Lithium-ion Battery State of Health Estimation based on Cycle Synchronization using Dynamic Time Warping KQ Zhou, Y Qin*, BPL Lau, C Yuen, S Adams IECON 2021–47th Annual Conference of the IEEE Industrial Electronics Society …, 2021 | 6 | 2021 |
| Community detection based process decomposition and distributed monitoring for large‐scale processes X Yin, Y Qin, H Chen, W Du, J Liu, B Huang AIChE Journal 68 (11), e17826, 2022 | 5 | 2022 |
Chau YuenIEEE Fellow, Highly Cited Researcher, Nanyang Technological UniversityVerified email at ntu.edu.sg
