| Gated recurrent unit network-based short-term photovoltaic forecasting Y Wang, W Liao, Y Chang Energies 11 (8), 2163, 2018 | 223 | 2018 |
| A review of graph neural networks and their applications in power systems W Liao, B Bak-Jensen, JR Pillai, Y Wang, Y Wang Journal of Modern Power Systems and Clean Energy 10 (2), 345-360, 2021 | 165 | 2021 |
| Fault diagnosis of power transformers using graph convolutional network W Liao, D Yang, Y Wang, X Ren CSEE Journal of Power and Energy Systems 7 (2), 241-249, 2020 | 92 | 2020 |
| Short-term prediction for wind power based on temporal convolutional network R Zhu, W Liao, Y Wang Energy Reports 6, 424-429, 2020 | 87 | 2020 |
| Modeling daily load profiles of distribution network for scenario generation using flow-based generative network L Ge, W Liao, S Wang, B Bak-Jensen, JR Pillai IEEE Access 8, 77587-77597, 2020 | 61 | 2020 |
| Using gated recurrent unit network to forecast short-term load considering impact of electricity price W Wu, W Liao, J Miao, G Du Energy Procedia 158, 3369-3374, 2019 | 61 | 2019 |
| Data-driven EV load profiles generation using a variational auto-encoder Z Pan, J Wang, W Liao, H Chen, D Yuan, W Zhu, X Fang, Z Zhu Energies 12 (5), 849, 2019 | 47 | 2019 |
| Data augmentation for electricity theft detection using conditional variational auto-encoder X Gong, B Tang, R Zhu, W Liao, L Song Energies 13 (17), 4291, 2020 | 43 | 2020 |
| Fault coordination control for converter-interfaced sources compatible with distance protection during asymmetrical faults Z Yang, W Liao, Q Zhang, CL Bak, Z Chen IEEE Transactions on Industrial Electronics 70 (7), 6941-6952, 2022 | 33 | 2022 |
| Electricity theft detection using Euclidean and graph convolutional neural networks W Liao, Z Yang, K Liu, B Zhang, X Chen, R Song IEEE Transactions on Power Systems, 2022 | 25 | 2022 |
| Short-term power prediction for renewable energy using hybrid graph convolutional network and long short-term memory approach W Liao, B Bak-Jensen, JR Pillai, Z Yang, K Liu Electric Power Systems Research 211, 108614, 2022 | 24 | 2022 |
| Robust voltage control considering uncertainties of renewable energies and loads via improved generative adversarial network Q Zhao, W Liao, S Wang, JR Pillai Journal of Modern Power Systems and Clean Energy 8 (6), 1104-1114, 2020 | 23 | 2020 |
| Day-ahead optimal scheduling strategy for electrolytic water to hydrogen production in zero-carbon parks type microgrid for optimal utilization of electrolyzer W Huang, B Zhang, L Ge, J He, W Liao, P Ma Journal of Energy Storage 68, 107653, 2023 | 20 | 2023 |
| Ultra-short-term interval prediction of wind power based on graph neural network and improved bootstrap technique W Liao, S Wang, B Bak-Jensen, JR Pillai, Z Yang, K Liu Journal of Modern Power Systems and Clean Energy, 2023 | 18 | 2023 |
| Data-driven missing data imputation for wind farms using context encoder W Liao, B Bak-Jensen, JR Pillai, D Yang, Y Wang Journal of Modern Power Systems and Clean Energy 10 (4), 964-976, 2021 | 17 | 2021 |
| Data-driven reactive power optimization for distribution networks using capsule networks W Liao, J Chen, Q Liu, R Zhu, L Song, Z Yang Journal of Modern Power Systems and Clean Energy 10 (5), 1274-1287, 2021 | 16 | 2021 |
| Improved euclidean distance based pilot protection for lines with renewable energy sources Z Yang, W Liao, H Wang, CL Bak, Z Chen IEEE Transactions on Industrial Informatics 18 (12), 8551-8562, 2022 | 13 | 2022 |
| WindGMMN: Scenario forecasting for wind power using generative moment matching networks W Liao, Z Yang, X Chen, Y Li IEEE Transactions on Artificial Intelligence 3 (5), 843-850, 2021 | 13 | 2021 |
| Conformal asymmetric multi-quantile generative transformer for day-ahead wind power interval prediction W Wang, B Feng, G Huang, C Guo, W Liao, Z Chen Applied Energy 333, 120634, 2023 | 12 | 2023 |
| Scenario prediction for power loads using a pixel convolutional neural network and an optimization strategy W Liao, L Ge, B Bak-Jensen, JR Pillai, Z Yang Energy Reports 8, 6659-6671, 2022 | 9 | 2022 |
Zhe YangPostdoc researcher at The Hongkong Polytechnic University, Aalborg UniversityVerified email at polyu.edu.hk
