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Liu, Lu / Fu, Qiming / Lu, You / Wang, Yunzhe / Wu, Hongjie / Chen, Jianping (2023): CorrDQN-FS: A two-stage feature selection method for energy consumption prediction via deep reinforcement learning. Dans: Journal of Building Engineering, v. 80 (décembre 2023).
https://doi.org/10.1016/j.jobe.2023.108044
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Zhang, Ying / Chen, Xiyao / Fu, Qiming / Chen, Jianping / Wang, Yunzhe / Lu, You / Liu, Lanhui (2024): Priori knowledge-based deep reinforcement learning control for fan coil unit system. Dans: Journal of Building Engineering, v. 82 (avril 2024).
https://doi.org/10.1016/j.jobe.2023.108157
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He, Kun / Fu, Qiming / Lu, You / Ma, Jie / Zheng, Yi / Wang, Yunzhe / Chen, Jianping (2024): Efficient model-free control of chiller plants via cluster-based deep reinforcement learning. Dans: Journal of Building Engineering, v. 82 (avril 2024).
https://doi.org/10.1016/j.jobe.2023.108345
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Fu, Qiming / Li, Zhu / Ding, Zhengkai / Chen, Jianping / Luo, Jun / Wang, Yunzhe / Lu, You (2023): ED-DQN: An event-driven deep reinforcement learning control method for multi-zone residential buildings. Dans: Building and Environment, v. 242 (août 2023).
https://doi.org/10.1016/j.buildenv.2023.110546
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He, Kun / Fu, Qiming / Lu, You / Wang, Yunzhe / Luo, Jun / Wu, Hongjie / Chen, Jianping (2023): Predictive control optimization of chiller plants based on deep reinforcement learning. Dans: Journal of Building Engineering, v. 76 (octobre 2023).
https://doi.org/10.1016/j.jobe.2023.107158
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Fu, Qiming / Liu, Lu / Zhao, Lifan / Wang, Yunzhe / Zheng, Yi / Lu, You / Chen, Jianping (2023): Predictive control of power demand peak regulation based on deep reinforcement learning. Dans: Journal of Building Engineering, v. 75 (septembre 2023).
https://doi.org/10.1016/j.jobe.2023.106992
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Han, Zhicong / Fu, Qiming / Chen, Jianping / Wang, Yunzhe / Lu, You / Wu, Hongjie / Gui, Hongguan (2022): Deep Forest-Based DQN for Cooling Water System Energy Saving Control in HVAC. Dans: Buildings, v. 12, n. 11 (27 octobre 2022).
https://doi.org/10.3390/buildings12111787
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Jin, Wei / Fu, Qiming / Chen, Jianping / Wang, Yunzhe / Liu, Lanhui / Lu, You / Wu, Hongjie (2023): A novel building energy consumption prediction method using deep reinforcement learning with consideration of fluctuation points. Dans: Journal of Building Engineering, v. 63 (janvier 2023).
https://doi.org/10.1016/j.jobe.2022.105458
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Fu, Qiming / Chen, Xiyao / Ma, Shuai / Fang, Nengwei / Xing, Bin / Chen, Jianping (2022): Optimal control method of HVAC based on multi-agent deep reinforcement learning. Dans: Energy and Buildings, v. 270 (septembre 2022).
https://doi.org/10.1016/j.enbuild.2022.112284
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Zhan, Jiewei / Eberhardt, Erik / Han, Xudong / Pang, Yunming / Chen, Jianping (2022): Robust estimation of fracture trace length distributions derived from underground mapping and long narrow sampling windows. Dans: Tunnelling and Underground Space Technology, v. 128 (octobre 2022).
https://doi.org/10.1016/j.tust.2022.104630
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Fu, Qiming / Han, Zhicong / Chen, Jianping / Lu, You / Wu, Hongjie / Wang, Yunzhe (2022): Applications of reinforcement learning for building energy efficiency control: A review. Dans: Journal of Building Engineering, v. 50 (juin 2022).
https://doi.org/10.1016/j.jobe.2022.104165
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Zhan, Jiewei / Xu, Peihua / Chen, Jianping / Wang, Qing / Zhang, Wen / Han, Xudong (2017): Comprehensive characterization and clustering of orientation data: A case study from the Songta dam site, China. Dans: Engineering Geology, v. 225 (juillet 2017).
https://doi.org/10.1016/j.enggeo.2017.01.010
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Fu, Qiming / Li, Ke / Chen, Jianping / Wang, Junqi / Lu, You / Wang, Yunzhe (2022): Building Energy Consumption Prediction Using a Deep-Forest-Based DQN Method. Dans: Buildings, v. 12, n. 2 (18 janvier 2022).
https://doi.org/10.3390/buildings12020131
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Wang, Junqi / Huang, Jingjing / Fu, Qiming / Gao, Enting / Chen, Jianping (2022): Metabolism-based ventilation monitoring and control method for COVID-19 risk mitigation in gymnasiums and alike places. Dans: Sustainable Cities and Society, v. 80 (mai 2022).
https://doi.org/10.1016/j.scs.2022.103719
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Liu, Kuiming / Li, Hui / Pang, Shihui / Mi, Meng / Chen, Jianping / Sun, Kui (2021): Numerical Simulation Analysis of Slope Instability and Failure of Limestone Mine in Weibei. Dans: Advances in Civil Engineering, v. 2021 (janvier 2021).
https://doi.org/10.1155/2021/5991348
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Liu, Ke / Zhu, Beili / Chen, Jianping (2021): Low-Carbon Design Path of Building Integrated Photovoltaics: A Comparative Study Based on Green Building Rating Systems. Dans: Buildings, v. 11, n. 10 (22 septembre 2021).
https://doi.org/10.3390/buildings11100469
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Shen, Yachen / Chen, Jianping / Fu, Qiming / Wu, Hongjie / Wang, Yunzhe / Lu, You (2021): Detection of District Heating Pipe Network Leakage Fault Using UCB Arm Selection Method. Dans: Buildings, v. 11, n. 7 (30 juin 2021).
https://doi.org/10.3390/buildings11070275
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Zuo, Changqun / Chen, Jianping (2008): Application and Research of Stress-strain Monitoring of Central Division Wall in Double-arch Tunnel. Dans: Journal of Highway and Transportation Research and Development (English Edition), v. 3, n. 2 (décembre 2008).
https://doi.org/10.1061/jhtrcq.0000254
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Wang, Junqi / Hou, Jin / Chen, Jianping / Fu, Qiming / Huang, Gongsheng (2021): Data mining approach for improving the optimal control of HVAC systems: An event-driven strategy. Dans: Journal of Building Engineering, v. 39 (juillet 2021).
https://doi.org/10.1016/j.jobe.2021.102246
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Chen, Jianping / Tang, Wenyong / Huang, Pengju / Xu, Li (2016): A mesh-free analysis method of structural elements of engineering structures based on B-spline wavelet basis function. Dans: Structural Engineering and Mechanics, v. 57, n. 2 (janvier 2016).
https://doi.org/10.12989/sem.2016.57.2.281
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Song, Shengyuan / Xu, Qiang / Chen, Jianping / Zhang, Wen / Cao, Chen / Li, Yongchao (2020): Engineering Classification of Jointed Rock Mass Based on Connectional Expectation: A Case Study for Songta Dam Site, China. Dans: Advances in Civil Engineering, v. 2020 (janvier 2020).
https://doi.org/10.1155/2020/3581963
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Xu, Fang / Zhou, Mingkai / Chen, Jianping / Ruan, Shaoqin (2014): Mechanical performance evaluation of polyester fiber and SBR latex compound-modified cement concrete road overlay material. Dans: Construction and Building Materials, v. 63 (juillet 2014).
https://doi.org/10.1016/j.conbuildmat.2014.04.054
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Xu, Fang / Peng, Chao / Zhu, Jing / Chen, Jianping (2016): Design and evaluation of polyester fiber and SBR latex compound-modified perlite mortar with rubber powder. Dans: Construction and Building Materials, v. 127 (novembre 2016).
https://doi.org/10.1016/j.conbuildmat.2016.10.060
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Xu, Fang / Deng, Xin / Peng, Chao / Zhu, Jing / Chen, Jianping (2017): Mix design and flexural toughness of PVA fiber reinforced fly ash-geopolymer composites. Dans: Construction and Building Materials, v. 150 (septembre 2017).
https://doi.org/10.1016/j.conbuildmat.2017.05.172
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Zhou, Xin / Chen, Jianping / Ruan, Yunkai / Zhang, Wen / Song, Shengyuan / Zhan, Jiewei (2018): Demarcation of Structural Domains in Fractured Rock Masses Using a Three-Parameter Simultaneous Analysis Method. Dans: Advances in Civil Engineering, v. 2018 ( 2018).
https://doi.org/10.1155/2018/9358098
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Zuo, Changqun / Liu, Daiguo / Ding, Shaolin / Chen, Jianping (2015): Micro-characteristics of strength reduction of tuff residual soil with different moisture. Dans: KSCE Journal of Civil Engineering, v. 20, n. 2 (avril 2015).
https://doi.org/10.1007/s12205-015-0408-y
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Song, Shengyuan / Wang, Qing / Chen, Jianping / Li, Yanyan / Zhang, Wen / Ruan, Yunkai (2016): Fuzzy C-means clustering analysis based on quantum particle swarm optimization algorithm for the grouping of rock discontinuity sets. Dans: KSCE Journal of Civil Engineering, v. 21, n. 4 (juillet 2016).
https://doi.org/10.1007/s12205-016-1223-9
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Mi, Zhinan / Pan, Liuping / Chen, Jianping / Chen, Longan / Wu, Renzhi (2013): Consecutive lifting and lowering electrohydraulic system for large size and heavy structure. Dans: Automation in Construction, v. 30 (mars 2013).
https://doi.org/10.1016/j.autcon.2012.10.008
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Mi, Zhinan / Chen, Longan / Pan, Liuping / Chen, Jianping / Wu, Renzhi (2012): An electrohydraulic system for synchronously jacked box tunneling in shallow saturated soft soil cover. Dans: Automation in Construction, v. 25 (août 2012).
https://doi.org/10.1016/j.autcon.2012.04.005
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Zhang, Wen / Zhao, Qihua / Huang, Runqiu / Chen, Jianping / Xue, Yiguo / Xu, Peihua (2016): Identification of structural domains considering the size effect of rock mass discontinuities: A case study of an underground excavation in Baihetan Dam, China. Dans: Tunnelling and Underground Space Technology, v. 51 (janvier 2016).
https://doi.org/10.1016/j.tust.2015.10.026