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La bibliographie suivante contient toutes les publications répertoriées dans la base de données qui sont reliées à ce nom en tant qu'auteur, éditeur ou collaborateur.

  1. Zhang, Chaobo / Lu, Jie / Huang, Jiahua / Zhao, Yang (2024): End-to-end data-driven modeling framework for automated and trustworthy short_term building energy load forecasting. Dans: Building Simulation, v. 17, n. 8 (13 juillet 2024).

    https://doi.org/10.1007/s12273-024-1149-y

  2. Wang, Zihao / Zhang, Wenkai / Fan, Hang / Zhang, Chaobo / Zhao, Yang / Huang, Zemao (2023): An uncertainty-tolerant robust distributed control strategy for building cooling water systems considering measurement uncertainties. Dans: Journal of Building Engineering, v. 76 (octobre 2023).

    https://doi.org/10.1016/j.jobe.2023.107162

  3. Zhang, Chaobo / Tian, Xiangning / Zhao, Yang / Lu, Jie (2023): Automated machine learning-based building energy load prediction method. Dans: Journal of Building Engineering, v. 80 (décembre 2023).

    https://doi.org/10.1016/j.jobe.2023.108071

  4. Zhang, Chaobo / Zhang, Jian / Zhao, Yang / Lu, Jie (2024): Automated data mining framework for building energy conservation aided by generative pre-trained transformers (GPT). Dans: Energy and Buildings, v. 305 (février 2024).

    https://doi.org/10.1016/j.enbuild.2023.113877

  5. Shan, Jiazeng / Zhang, Xi / Liu, Yuwen / Zhang, Chaobo / Zhou, Juhong (2024): Deformation prediction of large-scale civil structures using spatiotemporal clustering and empirical mode decomposition-based long short_term memory network. Dans: Automation in Construction, v. 158 (février 2024).

    https://doi.org/10.1016/j.autcon.2023.105222

  6. Lu, Jie / Tian, Xiangning / Feng, Chenxin / Zhang, Chaobo / Zhao, Yang / Zhang, Yiwen / Wang, Zihao (2023): Clustering compression-based computation-efficient calibration method for digital twin modeling of HVAC system. Dans: Building Simulation, v. 16, n. 6 (mars 2023).

    https://doi.org/10.1007/s12273-023-0996-2

  7. Zhang, Chaobo / Tian, Xiangning / Zhao, Yang / Li, TingTing / Zhou, Yangze / Zhang, Xuejun (2022): Causal discovery-based external attention in neural networks for accurate and reliable fault detection and diagnosis of building energy systems. Dans: Building and Environment, v. 222 (août 2022).

    https://doi.org/10.1016/j.buildenv.2022.109357

  8. Wang, Zihao / Zhao, Yang / Zhang, Chaobo / Ma, Pengyue / Liu, Xuanzhang (2022): A general multi agent-based distributed framework for optimal control of building HVAC systems. Dans: Journal of Building Engineering, v. 52 (juillet 2022).

    https://doi.org/10.1016/j.jobe.2022.104498

  9. Zhou, Yangze / Tian, Xiangning / Zhang, Chaobo / Zhao, Yang / Li, TingTing (2022): Elastic weight consolidation-based adaptive neural networks for dynamic building energy load prediction modeling. Dans: Energy and Buildings, v. 265 (juin 2022).

    https://doi.org/10.1016/j.enbuild.2022.112098

  10. Zhang, Chaobo / Zhao, Yazhou / Zhao, Yang / Li, TingTing / Zhang, Xuejun (2022): Causal discovery and inference-based fault detection and diagnosis method for heating, ventilation and air conditioning systems. Dans: Building and Environment, v. 212 (mars 2022).

    https://doi.org/10.1016/j.buildenv.2022.108760

  11. Li, Junyang / Zhang, Chaobo / Zhao, Yang / Qiu, Weikang / Chen, Qi / Zhang, Xuejun (2021): Federated learning-based short-term building energy consumption prediction method for solving the data silos problem. Dans: Building Simulation, v. 15, n. 6 (décembre 2021).

    https://doi.org/10.1007/s12273-021-0871-y

  12. Li, TingTing / Zhao, Yang / Zhang, Chaobo / Zhou, Kai / Zhang, Xuejun (2022): A semantic model-based fault detection approach for building energy systems. Dans: Building and Environment, v. 207 (janvier 2022).

    https://doi.org/10.1016/j.buildenv.2021.108548

  13. Li, TingTing / Zhao, Yang / Yan, Ke / Zhou, Kai / Zhang, Chaobo / Zhang, Xuejun (2021): Probabilistic graphical models in energy systems: A review. Dans: Building Simulation, v. 15, n. 5 (octobre 2021).

    https://doi.org/10.1007/s12273-021-0849-9

  14. Zhang, Chaobo / Zhao, Yang / Lu, Jie / Li, TingTing / Zhang, Xuejun (2021): Analytic hierarchy process-based fuzzy post mining method for operation anomaly detection of building energy systems. Dans: Energy and Buildings, v. 252 (décembre 2021).

    https://doi.org/10.1016/j.enbuild.2021.111426

  15. Zhang, Chaobo / Zhao, Yang / Zhou, Yangze / Zhang, Xuejun / Li, TingTing (2021): A real-time abnormal operation pattern detection method for building energy systems based on association rule bases. Dans: Building Simulation, v. 15, n. 1 (29 septembre 2021).

    https://doi.org/10.1007/s12273-021-0791-x

  16. Li, TingTing / Zhao, Yang / Zhang, Chaobo / Luo, Jing / Zhang, Xuejun (2021): A knowledge-guided and data-driven method for building HVAC systems fault diagnosis. Dans: Building and Environment, v. 198 (juillet 2021).

    https://doi.org/10.1016/j.buildenv.2021.107850

  17. Wang, Zihao / Zhang, Chaobo / Li, Hongbo / Zhao, Yang (2021): A multi agent-based optimal control method for combined cooling and power systems with thermal energy storage. Dans: Building Simulation, v. 14, n. 6 (avril 2021).

    https://doi.org/10.1007/s12273-021-0768-9

  18. Zhang, Chaobo / Zhao, Yang / Li, TingTing / Zhang, Xuejun / Luo, Jing (2021): A comprehensive investigation of knowledge discovered from historical operational data of a typical building energy system. Dans: Journal of Building Engineering, v. 42 (octobre 2021).

    https://doi.org/10.1016/j.jobe.2021.102502

  19. Zhang, Chaobo / Zhao, Yang / Li, TingTing / Zhang, Xuejun / Adnouni, Meriem (2021): Generic visual data mining-based framework for revealing abnormal operation patterns in building energy systems. Dans: Automation in Construction, v. 125 (mai 2021).

    https://doi.org/10.1016/j.autcon.2021.103624

  20. Zhang, Chaobo / Chang, Chih-Chen / Jamshidi, Maziar (2021): Simultaneous pixel-level concrete defect detection and grouping using a fully convolutional model. Dans: Structural Health Monitoring, v. 20, n. 4 (avril 2021).

    https://doi.org/10.1177/1475921720985437

  21. Zhang, Chaobo / Li, Junyang / Zhao, Yang / Li, TingTing / Chen, Qi / Zhang, Xuejun (2020): A hybrid deep learning-based method for short-term building energy load prediction combined with an interpretation process. Dans: Energy and Buildings, v. 225 (octobre 2020).

    https://doi.org/10.1016/j.enbuild.2020.110301

  22. Zhang, Chaobo / Zhao, Yang / Li, TingTing / Zhang, Xuejun (2020): A post mining method for extracting value from massive amounts of building operation data. Dans: Energy and Buildings, v. 223 (septembre 2020).

    https://doi.org/10.1016/j.enbuild.2020.110096

  23. Ren, Xinyuyang / Zhang, Chaobo / Zhao, Yang / Boxem, Gert / Zeiler, Wim / Li, TingTing (2019): A data mining-based method for revealing occupant behavior patterns in using mechanical ventilation systems of Dutch dwellings. Dans: Energy and Buildings, v. 193 (juin 2019).

    https://doi.org/10.1016/j.enbuild.2019.03.047

  24. Zhao, Yang / Li, TingTing / Fan, Cheng / Lu, Jingchao / Zhang, Xuejun / Zhang, Chaobo / Chen, Shuqin (2019): A proactive fault detection and diagnosis method for variable-air-volume terminals in building air conditioning systems. Dans: Energy and Buildings, v. 183 (janvier 2019).

    https://doi.org/10.1016/j.enbuild.2018.11.021

  25. Zhang, Chaobo / Chang, Chih‐chen / Jamshidi, Maziar (2020): Concrete bridge surface damage detection using a single‐stage detector. Dans: Computer-Aided Civil and Infrastructure Engineering, v. 35, n. 4 (4 mars 2020).

    https://doi.org/10.1111/mice.12500

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