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The following bibliography contains all publications indexed in this database that are linked with this name as either author, editor or any other kind of contributor.

  1. Chen, Liang / Li, Guannan / Liu, Jiangyan / Liu, Lamei / Zhang, Chunzhi / Gao, Jiajia / Xu, Chengliang / Fang, Xi / Yao, Zhanpeng (2024): Fault diagnosis for cross-building energy systems based on transfer learning and model interpretation. In: Journal of Building Engineering, v. 91 (August 2024).

    https://doi.org/10.1016/j.jobe.2024.109424

  2. Liu, Jiangyan / Li, Xin / Zhang, Qing / Li, Guannan / Jiang, Zhiyuan / Pang, Yuan (2023): An efficient sensor and thermal coupling fault diagnosis methodology for building energy systems. In: Energy and Buildings, v. 296 (October 2023).

    https://doi.org/10.1016/j.enbuild.2023.113367

  3. Li, Guannan / Wu, Yubei / Liu, Jiangyan / Fang, Xi / Wang, Zixi (2022): Performance evaluation of short-term cross-building energy predictions using deep transfer learning strategies. In: Energy and Buildings, v. 275 (November 2022).

    https://doi.org/10.1016/j.enbuild.2022.112461

  4. Liu, Jiangyan / Li, Xin / Li, Guannan / Wu, Chuang / Li, DingChao / Zhang, Qing / Li, Kuining / Lu, Hailong / Zhang, Yunqian / Zhang, Jinjiang (2022): A statistical-based online cross-system fault detection method for building chillers. In: Building Simulation, v. 15, n. 8 (25 March 2022).

    https://doi.org/10.1007/s12273-021-0877-5

  5. Li, Xin / Liu, Jiangyan / Liu, Bin / Zhang, Qing / Li, Kuining / Dong, Zhenxiang / Mou, Lunjie (2021): Impacts of data uncertainty on the performance of data-driven-based building fault diagnosis. In: Journal of Building Engineering, v. 43 (November 2021).

    https://doi.org/10.1016/j.jobe.2021.103153

  6. Liu, Jiangyan / Zhang, Qing / Li, Xin / Li, Guannan / Liu, Zhongming / Xie, Yi / Li, Kuining / Liu, Bin (2021): Transfer learning-based strategies for fault diagnosis in building energy systems. In: Energy and Buildings, v. 250 (November 2021).

    https://doi.org/10.1016/j.enbuild.2021.111256

  7. Li, Guannan / Zheng, Yue / Liu, Jiangyan / Zhou, Zhenxin / Xu, Chengliang / Fang, Xi / Yao, Qing (2021): An improved stacking ensemble learning-based sensor fault detection method for building energy systems using fault-discrimination information. In: Journal of Building Engineering, v. 43 (November 2021).

    https://doi.org/10.1016/j.jobe.2021.102812

  8. Dong, Zhenxiang / Liu, Jiangyan / Liu, Bin / Li, Kuining / Li, Xin (2021): Hourly energy consumption prediction of an office building based on ensemble learning and energy consumption pattern classification. In: Energy and Buildings, v. 241 (June 2021).

    https://doi.org/10.1016/j.enbuild.2021.110929

  9. Liu, Jiangyan / Li, Kuining / Liu, Bin / Li, Guannan (2020): Improvement of the energy evaluation methodology of individual office building with dynamic energy grading system. In: Sustainable Cities and Society, v. 58 (July 2020).

    https://doi.org/10.1016/j.scs.2020.102133

  10. Li, Guannan / Hu, Yunpeng / Chen, Huanxin / Shen, Limei / Li, Haorong / Hu, Min / Liu, Jiangyan / Sun, Kaizheng (2016): An improved fault detection method for incipient centrifugal chiller faults using the PCA-R-SVDD algorithm. In: Energy and Buildings, v. 116 (March 2016).

    https://doi.org/10.1016/j.enbuild.2015.12.045

  11. Li, Guannan / Hu, Yunpeng / Chen, Huanxin / Wang, Jiangyu / Guo, Yabin / Liu, Jiangyan / Li, Jiong (2017): Identification and isolation of outdoor fouling faults using only built-in sensors in variable refrigerant flow system: A data mining approach. In: Energy and Buildings, v. 146 (July 2017).

    https://doi.org/10.1016/j.enbuild.2017.04.041

  12. Liu, Jiangyan / Liu, Jiahui / Chen, Huanxin / Yuan, Yue / Li, Zhengfei / Huang, Ronggeng (2018): Energy diagnosis of variable refrigerant flow (VRF) systems: Data mining technique and statistical quality control approach. In: Energy and Buildings, v. 175 (September 2018).

    https://doi.org/10.1016/j.enbuild.2018.07.017

  13. Liu, Jiangyan / Shi, Daliang / Li, Guannan / Xie, Yi / Li, Kuining / Liu, Bin / Ru, Zhipeng (2020): Data-driven and association rule mining-based fault diagnosis and action mechanism analysis for building chillers. In: Energy and Buildings, v. 216 (June 2020).

    https://doi.org/10.1016/j.enbuild.2020.109957

  14. Li, Zhengfei / Tan, Jianming / Li, Shaobin / Liu, Jiangyan / Chen, Huanxin / Shen, Jiaqin / Huang, Ronggeng / Liu, Jiahui (2019): An efficient online wkNN diagnostic strategy for variable refrigerant flow system based on coupled feature selection method. In: Energy and Buildings, v. 183 (January 2019).

    https://doi.org/10.1016/j.enbuild.2018.11.020

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