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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. Xiong, Chenglong / Hu, Yunpeng / Li, Guannan / Yuan, Yuan / Xu, Chengliang / Zhang, Le / Zhan, Lei (2024): Interpretability assessment of convolutional neural network-based fault diagnosis for air handling units working in three seasons. In: Energy and Buildings, v. 324 (Dezember 2024).

    https://doi.org/10.1016/j.enbuild.2024.114876

  2. Xiong, Chenglong / Li, Guannan / Yan, Ying / Zhang, Hanyuan / Xu, Chengliang / Chen, Liang (2024): Effects of various information scenarios on layer-wise relevance propagation-based interpretable convolutional neural networks for air handling unit fault diagnosis. In: Building Simulation, v. 17, n. 10 (Oktober 2024).

    https://doi.org/10.1007/s12273-024-1154-1

  3. Li, Guannan / Yao, Zhanpeng / Chen, Liang / Li, Tao / Xu, Chengliang (2024): An interpretable graph convolutional neural network based fault diagnosis method for building energy systems. In: Building Simulation, v. 17, n. 7 (27 Juni 2024).

    https://doi.org/10.1007/s12273-024-1125-6

  4. Deng, Jiahui / Li, Guannan / Wu, Yubei / Chen, Jian / Fang, Xi / Xu, Chengliang (2024): A hybrid transfer learning to continual learning strategy for improving cross-building energy prediction in data increment scenario. In: Journal of Building Engineering, v. 95 (Oktober 2024).

    https://doi.org/10.1016/j.jobe.2024.110093

  5. Li, Shuai / Tan, Yiqiu / Fu, Yongkang / Li, Jilu / Ye, Wanli / Li, Guannan / Liu, Xinye (2024): Effect of phase change materials on thermophysical properties of asphalt mixtures and snow melting performance. In: Construction and Building Materials, v. 438 (August 2024).

    https://doi.org/10.1016/j.conbuildmat.2024.136968

  6. 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

  7. Li, Guannan / Chen, Zining / Tan, Yiqiu / Cong, Xinyu / Dong, Yuming / Xiao, Shenqing (2023): Experimental and molecular dynamics simulation of hard asphalt microstructure. In: Construction and Building Materials, v. 377 (Mai 2023).

    https://doi.org/10.1016/j.conbuildmat.2023.131025

  8. Li, Guannan / Xiong, Chenglong / Gao, Jiajia / Zhu, Hongbing / Wang, Chongchong / Xiao, Junan (2024): Fault detection, diagnosis and calibration of heating, ventilation and air conditioning sensors by combining principal component analysis and improved bayesian inference. In: Journal of Building Engineering, v. 82 (April 2024).

    https://doi.org/10.1016/j.jobe.2023.108230

  9. Li, Guannan / Wu, Yubei / Yan, Chengchu / Fang, Xi / Li, Tao / Gao, Jiajia / Xu, Chengliang / Wang, Zixi (2024): An improved transfer learning strategy for short_term cross-building energy prediction using data incremental. In: Building Simulation, v. 17, n. 1 (Januar 2024).

    https://doi.org/10.1007/s12273-023-1053-x

  10. 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 (Oktober 2023).

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

  11. Li, Guannan / Xiong, Jiahao / Tang, Rui / Sun, Shaobo / Wang, Chongchong (2023): In-situ sensor calibration for building HVAC systems with limited information using general regression improved Bayesian inference. In: Building and Environment, v. 234 (April 2023).

    https://doi.org/10.1016/j.buildenv.2023.110161

  12. Zhu, Jiqing / Lundberg, Joacim / He, Liang / Li, Guannan (2022): Extending the Black diagram of bitumen to three dimensions. In: Construction and Building Materials, v. 349 (September 2022).

    https://doi.org/10.1016/j.conbuildmat.2022.128727

  13. Lv, Huijie / Tan, Yiqiu / Zhang, Derun / Li, Guannan (2022): Differentiation of thixotropy from damage for accurately characterizing fatigue resistance of asphalt binder. In: Construction and Building Materials, v. 344 (August 2022).

    https://doi.org/10.1016/j.conbuildmat.2022.128225

  14. Li, Guannan / Tan, Yiqiu / Fu, Yongkang / Liu, Pengfei / Fu, Chaoliang / Oeser, Markus (2022): Density, zero shear viscosity and microstructure analysis of asphalt binder using molecular dynamics simulation. In: Construction and Building Materials, v. 345 (August 2022).

    https://doi.org/10.1016/j.conbuildmat.2022.128332

  15. Zhang, Chao / Tan, Yiqiu / Zhang, Linzhuo / Li, Guannan / Zhang, Junjie / Wang, Yanzhu (2021): Developing fragility curves for asphalt mixture to assess the uncertainty of the permanent deformation performance. In: Construction and Building Materials, v. 310 (Dezember 2021).

    https://doi.org/10.1016/j.conbuildmat.2021.125272

  16. Fang, Xi / Gong, Guangcai / Li, Guannan / Chun, Liang / Peng, Pei / Li, Wenqiang (2021): A general multi-source ensemble transfer learning framework integrate of LSTM-DANN and similarity metric for building energy prediction. In: Energy and Buildings, v. 252 (Dezember 2021).

    https://doi.org/10.1016/j.enbuild.2021.111435

  17. Li, Guannan / Zhao, Xiaowei / Fan, Cheng / Fang, Xi / Li, Fan / Wu, Yubei (2021): Assessment of long short-term memory and its modifications for enhanced short-term building energy predictions. In: Journal of Building Engineering, v. 43 (November 2021).

    https://doi.org/10.1016/j.jobe.2021.103182

  18. Li, Guannan / Yao, Qing / Fan, Cheng / Zhou, Chunlin / Wu, Guanghai / Zhou, Zhenxin / Fang, Xi (2021): An explainable one-dimensional convolutional neural networks based fault diagnosis method for building heating, ventilation and air conditioning systems. In: Building and Environment, v. 203 (Oktober 2021).

    https://doi.org/10.1016/j.buildenv.2021.108057

  19. 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

  20. Zhou, Zhenxin / Li, Guannan / Chen, Huanxin / Zhong, Hanlu (2021): Fault diagnosis method for building VRF system based on convolutional neural network: Considering system defrosting process and sensor fault coupling. In: Building and Environment, v. 195 (Mai 2021).

    https://doi.org/10.1016/j.buildenv.2021.107775

  21. 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 (Juli 2020).

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

  22. Zhou, Zhenxin / Li, Guannan / Wang, Jiangyu / Chen, Huanxin / Zhong, Hanlu / Cao, Zihan (2020): A comparison study of basic data-driven fault diagnosis methods for variable refrigerant flow system. In: Energy and Buildings, v. 224 (Oktober 2020).

    https://doi.org/10.1016/j.enbuild.2020.110232

  23. 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 (März 2016).

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

  24. Guo, Yabin / Li, Guannan / Chen, Huanxin / Hu, Yunpeng / Li, Haorong / Xing, Lu / Hu, Wenju (2017): An enhanced PCA method with Savitzky-Golay method for VRF system sensor fault detection and diagnosis. In: Energy and Buildings, v. 142 (Mai 2017).

    https://doi.org/10.1016/j.enbuild.2017.03.026

  25. 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 (Juli 2017).

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

  26. Li, Guannan / Hu, Yunpeng (2018): Improved sensor fault detection, diagnosis and estimation for screw chillers using density-based clustering and principal component analysis. In: Energy and Buildings, v. 173 (August 2018).

    https://doi.org/10.1016/j.enbuild.2018.05.025

  27. 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 (Juni 2020).

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

  28. Li, Guannan / Hu, Yunpeng (2019): An enhanced PCA-based chiller sensor fault detection method using ensemble empirical mode decomposition based denoising. In: Energy and Buildings, v. 183 (Januar 2019).

    https://doi.org/10.1016/j.enbuild.2018.10.013

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