| Advanced data analytics for enhancing building performances: From data-driven to big data-driven approaches C Fan, D Yan, F Xiao, A Li, J An, X Kang Building Simulation 14 (1), 3-24, 2021 | 219 | 2021 |
| DeST 3.0: A new-generation building performance simulation platform D Yan, X Zhou, J An, X Kang, F Bu, Y Chen, Y Pan, Y Gao, Q Zhang, ... Building Simulation 15 (11), 1849-1868, 2022 | 144 | 2022 |
| Modelling urban-scale occupant behaviour, mobility, and energy in buildings: A survey FD Salim, B Dong, M Ouf, Q Wang, I Pigliautile, X Kang, T Hong, W Wu, ... Building and Environment 183, 106964, 2020 | 116 | 2020 |
| A novel approach of day-ahead cooling load prediction and optimal control for ice-based thermal energy storage (TES) system in commercial buildings X Kang, X Wang, J An, D Yan Energy and Buildings 275, 112478, 2022 | 71 | 2022 |
| Forecasting building occupancy: A temporal-sequential analysis and machine learning integrated approach Y Jin, D Yan, X Kang, A Chong, S Zhan Energy and Buildings 252, 111362, 2021 | 54 | 2021 |
| A systematic review of building electricity use profile models X Kang, J An, D Yan Energy and Buildings 281, 112753, 2023 | 53 | 2023 |
| Typical weekly occupancy profiles in non-residential buildings based on mobile positioning data X Kang, D Yan, J An, Y Jin, H Sun Energy and Buildings 250, 111264, 2021 | 47 | 2021 |
| A guideline to document occupant behavior models for advanced building controls B Dong, R Markovic, S Carlucci, Y Liu, A Wagner, A Liguori, C van Treeck, ... Building and Environment 219, 109195, 2022 | 45 | 2022 |
| Clustering-based probability distribution model for monthly residential building electricity consumption analysis J Xu, X Kang, Z Chen, D Yan, S Guo, Y Jin, T Hao, R Jia Building Simulation 14 (1), 149-164, 2021 | 45 | 2021 |
| Reinforcement learning approach for optimal control of ice-based thermal energy storage (TES) systems in commercial buildings X Wang, X Kang, J An, H Chen, D Yan Energy and Buildings 301, 113696, 2023 | 41 | 2023 |
| 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 | 25 | 2024 |
| Co-simulation of dynamic underground heat transfer with building energy modeling based on equivalent slab method X Kang, D Yan, X Xie, J An, Z Liu Energy and Buildings 256, 111728, 2022 | 23 | 2022 |
| Physics-consistent input convex neural network-driven reinforcement learning control for multi-zone radiant ceiling heating and cooling systems: An experimental study X Wang, X Wang, X Kang, B Dong, D Yan Energy and Buildings 327, 115105, 2025 | 19 | 2025 |
| A novel approach for occupants' horizontal and vertical movement modeling in non-residential buildings using Immersive Virtual Environment (IVE) X Kang, Y Wu, D Yan, Y Zhu, Y Yao, H Sun Sustainable Cities and Society 87, 104193, 2022 | 17 | 2022 |
| An approach for obtaining and extracting occupancy patterns in buildings based on mobile positioning data X Kang, D Yan, H Sun, Y Jin, P Xu Building Simulation 2019 16, 2364-2370, 2019 | 16 | 2019 |
| 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 | 10 | 2024 |
| A novel stochastic model for hourly electricity load profile analysis of rural districts in Fujian, China B Zhou, X Wang, D Yan, J Xu, X Kang, Z Chen, T Hao Science and Technology for the Built Environment 28 (9), 1166-1183, 2022 | 8 | 2022 |
| A district-level building electricity use profile simulation model based on probability distribution inferences X Kang, H Chen, Z Dou, X Wang, Z Liu, C Zhang, K Jia, D Yan Sustainable Cities and Society 115, 105822, 2024 | 7 | 2024 |
| Distribution and correlation analysis of typical features of electricity use profiles in non-residential buildings X Kang, H Xu, X Wang, S Chen, Z Liu, Y Wang, D Yan Journal of Building Engineering 95, 110025, 2024 | 6 | 2024 |
| Capacity optimization and carbon-effective assessment of building micro-grids integrating PV, EV, and energy storages X Kang, X Wang, Z Liu, Y Wu, X Liu, D Yan Sustainable Cities and Society, 106566, 2025 | 4 | 2025 |
Da YanProfessor, School of Architecture, Tsinghua UniversityVerified email at tsinghua.edu.cn
