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, 3-24, 2021 | 158 | 2021 |
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 | 74 | 2020 |
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 | 73 | 2022 |
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 | 34 | 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, 149-164, 2021 | 32 | 2021 |
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 | 28 | 2021 |
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 | 28 | 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, 109195, 2022 | 23 | 2022 |
A Systematic Review of Building Electricity Use Profile Models X Kang, J An, D Yan Energy and Buildings, 112753, 2022 | 12 | 2022 |
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 | 11 | 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 Proceeding of IBPSA 2019 Conference, 2019 | 9 | 2019 |
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 | 7 | 2022 |
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 | 6 | 2022 |
District household electricity consumption pattern analysis based on auto-encoder algorithm Y Jin, D Yan, X Zhang, M Han, X Kang, J An, H Sun IOP Conference Series: Materials Science and Engineering 609 (7), 072028, 2019 | 3 | 2019 |
Analytical Methodology of Monthly Residential Building Electricity Consumption Based on Data Mining Models X Kang, D Yan, H Sun, Y Jin IOP Conference Series: Earth and Environmental Science 238 (1), 012050, 2019 | 2 | 2019 |
Auto-tuning method for data-driven models in building energy consumption prediction: a case of cooling load prediction X Kang, D Yan, Y Jin, H Sun IOP Conference Series: Materials Science and Engineering 609 (5), 052031, 2019 | | 2019 |