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Die folgende Bibliografie enthält alle in dieser Datenbank indizierten Veröffentlichungen, die mit diesem Namen als Autor, Herausgeber oder anderweitig Beitragenden verbunden sind.

  1. Tian, Zhe / Chen, Xinyuan / Lu, Yakai / Niu, Jide / Niu, Shanshan / Liang, Chuanzhi (2024): Optimizing operation strategy for geothermal cascade utilization heating system using calibrated full-performance model. In: Journal of Building Engineering, v. 98 (Dezember 2024).

    https://doi.org/10.1016/j.jobe.2024.111448

  2. Lu, Yakai / Peng, Xingyu / Li, Conghui / Tian, Zhe / Niu, Jide / Liang, Chuanzhi (2024): A baseline model combining physics and data-driven approach for operation evaluation of district heating substation. In: Energy and Buildings, v. 321 (Oktober 2024).

    https://doi.org/10.1016/j.enbuild.2024.114582

  3. Yue, Lu / Niu, Jide / Tian, Zhe / Lin, Quanyi / Lu, Yakai (2024): A comprehensive evaluation framework for building energy systems considering economic efficiency, independence, and building–grid interaction performance indicators. In: Energy and Buildings, v. 318 (September 2024).

    https://doi.org/10.1016/j.enbuild.2024.114414

  4. Lin, Xinyi / Tian, Zhe / Song, Wenjie / Lu, Yakai / Niu, Jide / Sun, Qiang / Wang, Yanan (2024): Grey-box modeling for thermal dynamics of buildings under the presence of unmeasured internal heat gains. In: Energy and Buildings, v. 314 (Juli 2024).

    https://doi.org/10.1016/j.enbuild.2024.114229

  5. Lu, Yakai / Peng, Xingyu / Li, Conghui / Tian, Zhe / Kong, Xiangfei (2024): Limited data-oriented building heating load prediction method: A novel meta learning-based framework. In: Energy and Buildings, v. 308 (April 2024).

    https://doi.org/10.1016/j.enbuild.2024.114027

  6. Yue, Lu / Niu, Jide / Tian, Zhe / Lin, Quanyi / Lu, Yakai (2024): A three-dimensional evaluation method for building energy systems to guide power grid-friendly interactions during the planning and operational stages. In: Journal of Building Engineering, v. 86 (Juni 2024).

    https://doi.org/10.1016/j.jobe.2024.108816

  7. Tian, Zhe / Song, Wenjie / Lu, Yakai / Lin, Xinyi / Niu, Jide (2023): Load extraction from actual operation data for data-driven ultra-short-term room air-conditioning load prediction. In: Energy and Buildings, v. 296 (Oktober 2023).

    https://doi.org/10.1016/j.enbuild.2023.113348

  8. Zhang, Qiang / Tian, Zhe / Lu, Yakai / Niu, Jide / Ye, Chuang (2023): Experimental study on performance assessments of HVAC cross-domain fault diagnosis methods oriented to incomplete data problems. In: Building and Environment, v. 236 (Mai 2023).

    https://doi.org/10.1016/j.buildenv.2023.110264

  9. Niu, Jide / Zhou, Ruoyu / Tian, Zhe / Zhu, Jie / Lu, Yakai / Ma, Jianbo (2023): Energy-saving potential analysis for a 24-hour operating chiller plant using the model-based global optimization method. In: Journal of Building Engineering, v. 69 (Juni 2023).

    https://doi.org/10.1016/j.jobe.2023.106213

  10. Tian, Zhe / Lin, Xinyi / Lu, Yakai / Song, Wenjie / Niu, Jide (2023): Imbalanced data-oriented model learning method for ultra-short-term air conditioning load prediction. In: Energy and Buildings, v. 286 (Mai 2023).

    https://doi.org/10.1016/j.enbuild.2023.112931

  11. Zhang, Qiang / Tian, Zhe / Niu, Jide / Zhu, Jie / Lu, Yakai (2022): A study on transfer learning in enhancing performance of building energy system fault diagnosis with extremely limited labeled data. In: Building and Environment, v. 225 (November 2022).

    https://doi.org/10.1016/j.buildenv.2022.109641

  12. Hou, Xinyang / Tian, Zhe / Niu, Jide / Wu, Xia / Lu, Yakai (2022): Research on design day generation method for air-conditioning system design considering the coincidence of hourly variation coefficient. In: Energy and Buildings, v. 270 (September 2022).

    https://doi.org/10.1016/j.enbuild.2022.112300

  13. Lin, Xinyi / Tian, Zhe / Lu, Yakai / Niu, Jide / Cao, Yaqi (2022): An energy performance assessment method for district heating substations based on energy disaggregation. In: Energy and Buildings, v. 255 (Januar 2022).

    https://doi.org/10.1016/j.enbuild.2021.111615

  14. Lu, Yakai / Tian, Zhe / Lin, Xinyi / Zhang, Hejia / Zhou, Ruoyu (2021): Non-intrusive measurement of building cooling load components via morphological components analysis. In: Journal of Building Engineering, v. 41 (September 2021).

    https://doi.org/10.1016/j.jobe.2021.102618

  15. Lu, Yakai / Tian, Zhe / Zhou, Ruoyu / Liu, Wenjing (2021): Multi-step-ahead prediction of thermal load in regional energy system using deep learning method. In: Energy and Buildings, v. 233 (Februar 2021).

    https://doi.org/10.1016/j.enbuild.2020.110658

  16. Lu, Yakai / Tian, Zhe / Peng, Peng / Niu, Jide / Dai, Jiping (2019): Identification and evaluation of operation regulation strategies in district heating substations based on an unsupervised data mining method. In: Energy and Buildings, v. 202 (November 2019).

    https://doi.org/10.1016/j.enbuild.2019.07.041

  17. Lu, Yakai / Tian, Zhe / Peng, Peng / Niu, Jide / Li, Wancheng / Zhang, Hejia (2019): GMM clustering for heating load patterns in-depth identification and prediction model accuracy improvement of district heating system. In: Energy and Buildings, v. 190 (Mai 2019).

    https://doi.org/10.1016/j.enbuild.2019.02.014

  18. Li, Wancheng / Tian, Zhe / Lu, Yakai / Fu, Fawei (2018): Stepwise calibration for residential building thermal performance model using hourly heat consumption data. In: Energy and Buildings, v. 181 (Dezember 2018).

    https://doi.org/10.1016/j.enbuild.2018.10.001

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