| Spatiotemporal modeling for nonlinear distributed thermal processes based on KL decomposition, MLP and LSTM network Y Fan, K Xu, H Wu, Y Zheng, B Tao IEEE Access 8, 25111-25121, 2020 | 177 | 2020 |
| A novel extreme learning machine-based Hammerstein-Wiener model for complex nonlinear industrial processes KK Xu, HD Yang, CJ Zhu Neurocomputing 358, 246-254, 2019 | 61 | 2019 |
| Remaining useful life prediction of lithium-ion battery via a sequence decomposition and deep learning integrated approach Z Chen, L Chen, W Shen, K Xu IEEE Transactions on Vehicular Technology 71 (2), 1466-1479, 2021 | 56 | 2021 |
| Kernel-based random vector functional-link network for fast learning of spatiotemporal dynamic processes KK Xu, HX Li, HD Yang IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (5), 1016-1026, 2017 | 52 | 2017 |
| Local-properties-embedding-based nonlinear spatiotemporal modeling for lithium-ion battery thermal process KK Xu, HX Li, HD Yang IEEE Transactions on Industrial Electronics 65 (12), 9767-9776, 2018 | 42 | 2018 |
| ISOMAP-based spatiotemporal modeling for lithium-ion battery thermal process KK Xu, HX Li, Z Liu IEEE Transactions on Industrial Informatics 14 (2), 569-577, 2017 | 42 | 2017 |
| Locally weighted principal component analysis-based multimode modeling for complex distributed parameter systems K Xu, B Fan, H Yang, L Hu, W Shen IEEE Transactions on Cybernetics 52 (10), 10504-10514, 2021 | 35 | 2021 |
| Dynamic real–time abnormal energy consumption detection and energy efficiency optimization analysis considering uncertainty S Yin, H Yang, K Xu, C Zhu, S Zhang, G Liu Applied Energy 307, 118314, 2022 | 27 | 2022 |
| Deep extreme learning machines based two-phase spatiotemporal modeling for distributed parameter systems K Xu, H Yang, C Zhu, X Jin, B Fan, L Hu IEEE Transactions on Industrial Informatics 19 (3), 2919-2929, 2022 | 25 | 2022 |
| Dual least squares support vector machines based spatiotemporal modeling for nonlinear distributed thermal processes KK Xu, HX Li, HD Yang Journal of Process Control 54, 81-89, 2017 | 23 | 2017 |
| Modeling and scheduling for remanufacturing systems with disassembly, reprocessing, and reassembly considering total energy consumption W Wang, G Tian, H Zhang, K Xu, Z Miao Environmental Science and Pollution Research, 1-17, 2021 | 22 | 2021 |
| An investigation into the method of energy monitoring and reduction for machining systems L Hu, H Zheng, L Shu, S Jia, W Cai, K Xu Journal of Manufacturing Systems 57, 390-399, 2020 | 22 | 2020 |
| Joint evaluation and prediction of SOH and RUL for lithium batteries based on a GBLS booster multi-task model P Yang, HD Yang, XB Meng, CR Song, TL He, JY Cai, YY Xie, KK Xu Journal of Energy Storage 75, 109741, 2024 | 21 | 2024 |
| A new approach for optimal chiller loading using an improved imperialist competitive algorithm J Cai, H Yang, T Lai, K Xu Energy and Buildings 284, 112835, 2023 | 19 | 2023 |
| Online spatiotemporal modeling for time-varying distributed parameter systems using Kernel-based Multilayer Extreme Learning Machine CJ Zhu, HD Yang, YJ Fan, B Fan, KK Xu Nonlinear Dynamics 107, 761-780, 2022 | 19 | 2022 |
| Energy optimisation for end face turning with variable material removal rate considering the spindle speed changes L Hu, W Cai, L Shu, K Xu, H Zheng, S Jia International Journal of Precision Engineering and Manufacturing-Green …, 2021 | 19 | 2021 |
| Joint modeling for early predictions of Li-ion battery cycle life and degradation trajectory Z Chen, L Chen, Z Ma, K Xu, Y Zhou, W Shen Energy 277, 127633, 2023 | 17 | 2023 |
| Finite Gaussian mixture model based multimodeling for nonlinear distributed parameter systems K Xu, H Yang, C Zhu, L Hu IEEE Transactions on Industrial Informatics 16 (3), 1754-1763, 2019 | 17 | 2019 |
| Parallel pump and chiller system optimization method for minimizing energy consumption based on a novel multi-objective gorilla troops optimizer J Cai, H Yang, T Lai, K Xu Journal of Building Engineering 76, 107366, 2023 | 13 | 2023 |
| Cement rotary kiln temperature prediction based on time-delay calculation and residual network and bidirectional novel gated recurrent unit multi-model fusion X Xu, H Yang, K Xu, S Yin, Z Wang, C Zhu, C Song Measurement 218, 113123, 2023 | 11 | 2023 |
HX LiCity University of Hong KongVerified email at cityu.edu.hk