| A review on global solar radiation prediction with machine learning models in a comprehensive perspective Y Zhou, Y Liu, D Wang, X Liu, Y Wang Energy Conversion and Management 235, 113960, 2021 | 205 | 2021 |
| Comparison of support vector machine and copula-based nonlinear quantile regression for estimating the daily diffuse solar radiation: A case study in China Y Liu, Y Zhou, Y Chen, D Wang, Y Wang, Y Zhu Renewable Energy 146, 1101-1112, 2020 | 99 | 2020 |
| Classification of solar radiation zones and general models for estimating the daily global solar radiation on horizontal surfaces in China Y Liu, Y Zhou, D Wang, Y Wang, Y Li, Y Zhu Energy Conversion and Management 154, 168-179, 2017 | 83 | 2017 |
| A novel combined multi-task learning and Gaussian process regression model for the prediction of multi-timescale and multi-component of solar radiation Y Zhou, Y Liu, D Wang, G De, Y Li, X Liu, Y Wang Journal of Cleaner Production 284, 124710, 2021 | 76 | 2021 |
| Diffuse solar radiation models for different climate zones in China: Model evaluation and general model development Y Zhou, D Wang, Y Liu, J Liu Energy Conversion and Management 185, 518-536, 2019 | 58 | 2019 |
| Comparison of machine-learning models for predicting short-term building heating load using operational parameters Y Zhou, Y Liu, D Wang, X Liu Energy and Buildings 253, 111505, 2021 | 53 | 2021 |
| The spatial distribution of China's solar energy resources and the optimum tilt angle and power generation potential of PV systems J Jing, Y Zhou, L Wang, Y Liu, D Wang Energy Conversion and Management 283, 116912, 2023 | 45 | 2023 |
| Identifying the most significant input parameters for predicting district heating load using an association rule algorithm Y Liu, X Hu, X Luo, Y Zhou, D Wang, S Farah Journal of Cleaner Production 275, 122984, 2020 | 39 | 2020 |
| A study on thermal performance of a novel glazed transpired solar collector with perforating corrugated plate M Gao, D Wang, Y Liu, Y Wang, Y Zhou Journal of Cleaner Production 257, 120443, 2020 | 36 | 2020 |
| Application of combined models based on empirical mode decomposition, deep learning, and autoregressive integrated moving average model for short-term heating load predictions Y Zhou, L Wang, J Qian Sustainability 14 (12), 7349, 2022 | 29 | 2022 |
| A multi-step ahead global solar radiation prediction method using an attention-based transformer model with an interpretable mechanism Y Zhou, Y Li, D Wang, Y Liu International Journal of Hydrogen Energy 48 (40), 15317-15330, 2023 | 25 | 2023 |
| Experimental research on the thermal performance of PEX helical coil pipes for heating the biogas digester Y Liu, Y Chen, Y Zhou, D Wang, Y Wang, D Wang Applied Thermal Engineering 147, 167-176, 2019 | 20 | 2019 |
| A comprehensive review of predictive control strategies in heating, ventilation, and air-conditioning (HVAC): Model-free VS model X Xin, Z Zhang, Y Zhou, Y Liu, D Wang, S Nan Journal of Building Engineering, 110013, 2024 | 14 | 2024 |
| Optimization and techno-economic analysis of combined gas-fired boiler and solar heating system for capacity-increase cities D Wang, R Chen, Y Zhou, Y Wang, Y Liu Solar Energy 243, 225-235, 2022 | 14 | 2022 |
| Heat transfer performance analysis of seawater heat exchange pipelines in deep seawater closed cooling air conditioning system Y Liu, Z Zhuang, Y Zhou, S Zhao, D Wang, H Liu Applied Thermal Engineering 212, 118582, 2022 | 13 | 2022 |
| Transfer learning-based adaptive recursive neural network for short-term non-stationary building heating load prediction Y Zhou, X Li, Y Liu, R Wei Journal of Building Engineering 76, 107271, 2023 | 11 | 2023 |
| A day-ahead operation regulation method for solar water heating based on model predictive control Z Zhang, Y Zhou, X Xin, J Qian, Y Liu Energy and Buildings 301, 113715, 2023 | 6 | 2023 |
| Reply to “Comments on [“Classification of solar radiation zones and general models for estimating the daily global solar radiation on horizontal surfaces in China”[Energy … Y Liu, Y Zhou, D Wang, Y Wang, Y Li, Y Zhu Energy Conversion and Management 168, 653-654, 2018 | 6 | 2018 |
| General models for estimating daily diffuse solar radiation in China: Diffuse fraction and diffuse coefficient models Y Zhou, Y Liu, Y Chen, D Wang Energy Procedia 158, 351-356, 2019 | 5 | 2019 |
| A day-ahead operational regulation method for solar district heating systems based on model predictive control X Xin, Y Liu, Z Zhang, H Zheng, Y Zhou Applied Energy 377, 124619, 2025 | 3 | 2025 |
