| A data mining-based framework for the identification of daily electricity usage patterns and anomaly detection in building electricity consumption data X Liu, Y Ding, H Tang, F Xiao Energy and Buildings 231, 110601, 2021 | 104 | 2021 |
| Analysis of feature matrix in machine learning algorithms to predict energy consumption of public buildings Y Ding, L Fan, X Liu Energy and Buildings 249, 111208, 2021 | 67 | 2021 |
| A comparative analysis of data-driven methods in building energy benchmarking Y Ding, X Liu Energy and Buildings 209, 109711, 2020 | 58 | 2020 |
| Investigating the performance of machine learning models combined with different feature selection methods to estimate the energy consumption of buildings X Liu, H Tang, Y Ding, D Yan Energy and Buildings 273, 112408, 2022 | 38 | 2022 |
| Impacts of uncertainty in building envelope thermal transmittance on heating/cooling demand in the urban context Z Liu, X Zhou, W Tian, X Liu, D Yan Energy and Buildings 273, 112363, 2022 | 17 | 2022 |
| Assessing the perception of overall indoor environmental quality: Model validation and interpretation H Tang, X Liu, Y Geng, B Lin, Y Ding Energy and Buildings 259, 111870, 2022 | 17 | 2022 |
| Optimization of operational strategy for ice thermal energy storage in a district cooling system based on model predictive control H Tang, J Yu, Y Geng, X Liu, B Lin Journal of Energy Storage 62, 106872, 2023 | 14 | 2023 |
| A statistical quantitative analysis of the correlations between socio-demographic characteristics and household occupancy patterns in residential buildings in China X Liu, S Hu, D Yan Energy and Buildings 284, 112842, 2023 | 14 | 2023 |
| Integrated physical approach to assessing urban-scale building photovoltaic potential at high spatiotemporal resolution Z Liu, X Liu, H Zhang, D Yan Journal of Cleaner Production 388, 135979, 2023 | 14 | 2023 |
| Investigating the effects of key drivers on energy consumption of nonresidential buildings: A data-driven approach integrating regularization and quantile regression X Liu, Y Ding, H Tang, L Fan, J Lv Energy, 122720, 2021 | 12 | 2021 |
| Investigating the influence of environmental information on perceived indoor environmental quality: An exploratory study H Tang, Y Ding, X Liu, BC Singer Journal of Building Engineering 48, 103933, 2022 | 11 | 2022 |
| Building a greener future—Progress of the green building technology in the “13th Five-Year Plan” of China M Song, X Liu, S Hu, Q Wen, D Yan Build. Simul 15 (10), 1705-1707, 2022 | 9 | 2022 |
| Unlocking ventilation flexibility of large airport terminals through an optimal CO2-based demand-controlled ventilation strategy H Tang, J Yu, Y Geng, Z Wang, X Liu, Z Huang, B Lin Building and Environment 244, 110808, 2023 | 3 | 2023 |
| Exploring the impacts of heterogeneity and stochasticity in air-conditioning behavior on urban building energy models Z Liu, Z Dou, H Chen, C Zhang, S Wang, Y Wu, X Liu, D Yan Sustainable Cities and Society, 105285, 2024 | 1 | 2024 |
| Investigating the deviation between prediction accuracy metrics and control performance metrics in the context of an ice-based thermal energy storage system X Wang, X Liu, Y Wang, X Kang, R Geng, A Li, F Xiao, C Zhang, D Yan Journal of Energy Storage 91, 112126, 2024 | | 2024 |
| A novel physical-feature-based approach for stochastic simulation of typical building electricity use profiles X Kang, X Wang, J An, X Liu, D Yan Energy and Buildings 302, 113742, 2024 | | 2024 |
