| Physical energy and data-driven models in building energy prediction: A review Y Chen, M Guo, Z Chen, Z Chen, Y Ji Energy Reports 8, 2656-2671, 2022 | 240 | 2022 |
| Interpretable machine learning for building energy management: A state-of-the-art review Z Chen, F Xiao, F Guo, J Yan Advances in Applied Energy 9, 100123, 2023 | 184 | 2023 |
| Quantification of electricity flexibility in demand response: Office building case study Y Chen, Z Chen, P Xu, W Li, H Sha, Z Yang, G Li, C Hu Energy 188, 116054, 2019 | 130 | 2019 |
| Experimental investigation of demand response potential of buildings: Combined passive thermal mass and active storage Y Chen, P Xu, Z Chen, H Wang, H Sha, Y Ji, Y Zhang, Q Dou, S Wang Applied Energy 280, 115956, 2020 | 92 | 2020 |
| A simplified HVAC energy prediction method based on degree-day H Sha, P Xu, C Hu, Z Li, Y Chen, Z Chen Sustainable Cities and Society 51, 101698, 2019 | 86 | 2019 |
| Multi-objective residential load scheduling approach for demand response in smart grid Z Chen, Y Chen, R He, J Liu, M Gao, L Zhang Sustainable Cities and Society 76, 103530, 2022 | 75 | 2022 |
| Extracting typical occupancy data of different buildings from mobile positioning data G Jiefan, X Peng, P Zhihong, C Yongbao, J Ying, C Zhe Energy and buildings 180, 135-145, 2018 | 68 | 2018 |
| A novel short-term load forecasting framework based on time-series clustering and early classification algorithm Z Chen, Y Chen, T Xiao, H Wang, P Hou Energy and Buildings 251, 111375, 2021 | 60 | 2021 |
| Physics-informed neural networks for building thermal modeling and demand response control Y Chen, Q Yang, Z Chen, C Yan, S Zeng, M Dai Building and Environment 234, 110149, 2023 | 48 | 2023 |
| Dynamic modeling of solar-assisted ground source heat pump using Modelica Y Chen, Z Chen, Z Chen, X Yuan Applied Thermal Engineering 196, 117324, 2021 | 34 | 2021 |
| Short-term metropolitan-scale electric load forecasting based on load decomposition and ensemble algorithms Y Chu, P Xu, M Li, Z Chen, Z Chen, Y Chen, W Li Energy and Buildings 225, 110343, 2020 | 32 | 2020 |
| Data mining algorithm and framework for identifying HVAC control strategies in large commercial buildings Z Chen, P Xu, F Feng, Y Qiao, W Luo Building Simulation 14, 63-74, 2021 | 30 | 2021 |
| Optimal control strategies for demand response in buildings under penetration of renewable energy Y Chen, Z Chen, X Yuan, L Su, K Li Buildings 12 (3), 371, 2022 | 26 | 2022 |
| Similarity learning-based fault detection and diagnosis in building HVAC systems with limited labeled data Z Chen, F Xiao, F Guo Renewable and Sustainable Energy Reviews 185, 113612, 2023 | 16 | 2023 |
| An interpretable method for identifying mislabeled commercial building based on temporal feature extraction and ensemble classifier T Xiao, P Xu, R Ding, Z Chen Sustainable Cities and Society 78, 103635, 2022 | 10 | 2022 |
| Short-term load forecasting for multiple buildings: A length sensitivity-based approach Y Chen, Z Chen Energy Reports 8, 14274-14288, 2022 | 9 | 2022 |
| Semantic model-based large-scale deployment of AI-driven building management applications K Xu, Z Chen, F Xiao, J Zhang, H Zhang, T Ma Automation in Construction 165, 105579, 2024 | 5 | 2024 |
| Probabilistic machine learning for enhanced chiller sequencing: A risk-based control strategy Z Chen, J Zhang, F Xiao, H Madsen, K Xu Energy and Built Environment, 2024 | 5 | 2024 |
| Design information-assisted graph neural network for modeling central air conditioning systems A Li, J Zhang, F Xiao, C Fan, Y Yu, Z Chen Advanced Engineering Informatics 60, 102379, 2024 | 4 | 2024 |
| A Peer-to-Peer Electricity System and Its Simulation Z Chen, P Xu, Y Chen IOP Conference Series: Earth and Environmental Science 238 (1), 012081, 2019 | 2 | 2019 |
Yongbao ChenTongji universityVerified email at tongji.edu.cn
