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Sun, Yue / Zhao, Tianyi / Lyu, Shan (2024): Model-based investigation on building thermal mass utilization and flexibility enhancement of air conditioning loads. In: Building Simulation, v. 17, n. 8 (13 July 2024).
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Zhang, Chengyu / Luo, Zhiwen / Rezgui, Yacine / Zhao, Tianyi (2024): Enhancing multi-scenario data-driven energy consumption prediction in campus buildings by selecting appropriate inputs and improving algorithms with attention mechanisms. In: Energy and Buildings, v. 311 (May 2024).
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Zhang, Boyan / Wang, Peng / Liu, Guangyu / Ma, Zhongjiao / Zhao, Tianyi (2024): AHU sensor fault diagnosis in various operating conditions based on a hybrid data-driven model combined energy consumption. In: Journal of Building Engineering, v. 87 (June 2024).
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Li, Jiteng / Wang, Peng / Li, Yu / Rezgui, Yacine / Yoon, Sungmin / Zhao, Tianyi (2024): Analysis of sensor offset characteristics in building energy systems based on redundant sensors: A case study on variable air volume system. In: Energy and Buildings, v. 306 (March 2024).
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Zhang, Chengyu / Ma, Liangdong / Han, Xing / Zhao, Tianyi (2023): Improving building energy consumption prediction using occupant-building interaction inputs and improved swarm intelligent algorithms. In: Journal of Building Engineering, v. 73 (August 2023).
https://doi.org/10.1016/j.jobe.2023.106671
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Zhao, Tianyi / Zhang, Boyan / Li, Muyan / Liu, Guangyu / Wang, Peng (2023): Handling fault detection and diagnosis in incomplete sensor measurements for BAS based HVAC system. In: Journal of Building Engineering, v. 80 (December 2023).
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Zhang, Boyan / Wang, Peng / Liu, Guangyu / Li, Jiteng / Zhao, Tianyi (2023): Diagnosis of single and multiple-source faults of chiller sensors using EWEEMD-ICKNN by time sequence denoising and non-Gaussian distribution feature extraction. In: Energy and Buildings, v. 298 (November 2023).
https://doi.org/10.1016/j.enbuild.2023.113572
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Ma, Liangdong / Huang, Yangyang / Zhang, Jiyi / Zhao, Tianyi (2022): A Model Predictive Control for Heat Supply at Building Thermal Inlet Based on Data-Driven Model. In: Buildings, v. 12, n. 11 (27 October 2022).
https://doi.org/10.3390/buildings12111879
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Li, Jiteng / Wang, Peng / Li, Jiqing / Xing, Han / Zhao, Tianyi / Yoon, Sungmin (2023): Improvement for energy efficiency and control characteristics in variable air volume system using in-situ sensor calibration method based on autoencoder. In: Journal of Building Engineering, v. 63 (January 2023).
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Zhao, Tianyi / Zhang, Chengyu / Ujeed, Terigele / Ma, Liangdong (2022): Methods on reflecting electricity consumption change characteristics and electricity consumption forecasting based on clustering algorithms and fuzzy matrices in buildings. In: Building Services Engineering Research and Technology, v. 43, n. 6 (August 2022).
https://doi.org/10.1177/01436244221122851
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Wang, Jiaming / Zhao, Tianyi (2022): Event-driven online decoupling control mechanism for the variable flow rate HVAC system based on the medium response properties. In: Building and Environment, v. 218 (June 2022).
https://doi.org/10.1016/j.buildenv.2022.109104
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Wang, Jiaming / Zhao, Tianyi (2022): Medium Dynamic Diffusion Characteristics in the Pipeline Network of Variable Flow HVAC System towards Online Decoupling Control Oriented. In: Energy and Buildings, v. 258 (March 2022).
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Zhao, Tianyi / Li, Jiteng / Wang, Peng / Yoon, Sungmin / Wang, Jiaqiang (2022): Improvement of Virtual In-situ Calibration in Air Handling Unit Using Data Preprocessing Based on Gaussian Mixture Model. In: Energy and Buildings, v. 256 (February 2022).
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Li, Jiteng / Wang, Peng / Zhao, Tianyi / Yoon, Sungmin / Wang, Jiaqiang (2022): The effects of multidimensional data clustering on the accuracy of virtual in-situ calibration in the photovoltaic/Thermal heat pump system. In: Journal of Building Engineering, v. 45 (January 2022).
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Li, Xiuming / Zhang, Ce / Zhao, Tianyi / Han, Zongwei (2021): Adaptive predictive control method for improving control stability of air-conditioning terminal in public buildings. In: Energy and Buildings, v. 249 (October 2021).
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Zhao, Tianyi / Zhang, Chengyu / Xu, Jingwen / Wu, Yifan / Ma, Liangdong (2021): Data-driven correlation model between human behavior and energy consumption for college teaching buildings in cold regions of China. In: Journal of Building Engineering, v. 38 (June 2021).
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Li, Wei / Zhang, Jili / Zhao, Tianyi / Wang, Jiaming / Liang, Ruobing (2019): Experimental study of human thermal sensation estimation model in built environment based on the Takagi–Sugeno fuzzy model. In: Building Simulation, v. 12, n. 3 (March 2019).
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Zhao, Tianyi / Wang, Jiaming / Liu, Chao / Zhao, Yu (2021): Feasibility study of retrofitting VAV system to VAV-DOAS system for outdoor airflow requirement and distribution in multi-zone VAV system. In: Science and Technology for the Built Environment, v. 27, n. 7 (June 2021).
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Zhao, Tianyi / Wang, Jiaming / Liu, Chao / Hua, Pengmin / Zhou, Ying / Zhao, Yu (2021): Comparative study of outdoor airflow requirement and distribution in multi-zone VAV system with different control strategies. In: Science and Technology for the Built Environment, v. 27, n. 4 (January 2021).
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Yu, Hao / Zhao, Tianyi / Zhang, Jili (2018): Development of a distributed artificial fish swarm algorithm to optimize pumps working in parallel mode. In: Science and Technology for the Built Environment, v. 24, n. 3 (January 2018).
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Zhao, Tianyi / Hua, Pengmin / Fu, Peng / Zhang, Jili / Li, Kuishan (2020): Applicability of control algorithms for variable water-flow control practice of central air-conditioning cooling water system. In: Science and Technology for the Built Environment, v. 26, n. 7 (June 2020).
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Li, Wei / Zhang, Jili / Zhao, Tianyi / Ren, Jiankang (2021): Experimental study of an indoor temperature fuzzy control method for thermal comfort and energy saving using wristband device. In: Building and Environment, v. 187 (January 2021).
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Lu, Zhen / Zhang, Jili / Chen, Yongpan / Zhao, Tianyi / Liu, Hui (2010): Fuzzy control model and simulation of supply air system in a test rig of low-temperature hot-water radiator system. In: Energy and Buildings, v. 42, n. 3 (March 2010).
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Chen, Yongpan / Zhang, Jili / Lu, Zhen / Zhao, Tianyi / Liu, Hui (2011): Experimental analysis of control loops with different delay times in the supply air system of a radiator test rig. In: Energy and Buildings, v. 43, n. 1 (January 2011).
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Zhang, Jili / Li, Xiuming / Zhao, Tianyi / Dai, Wuhe (2015): Experimental study on a novel fuzzy control method for static pressure reset based on the maximum damper position feedback. In: Energy and Buildings, v. 108 (December 2015).
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Li, Wei / Zhang, Jili / Zhao, Tianyi / Liang, Ruobing (2018): Experimental research of online monitoring and evaluation method of human thermal sensation in different active states based on wristband device. In: Energy and Buildings, v. 173 (August 2018).
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Li, Wei / Zhang, Jili / Zhao, Tianyi (2019): Indoor thermal environment optimal control for thermal comfort and energy saving based on online monitoring of thermal sensation. In: Energy and Buildings, v. 197 (August 2019).
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Li, Jiteng / Zhao, Tianyi / Wang, Peng / Yoon, Sungmin / Yu, Yuebin (2020): Effects of various partitions on the accuracy of virtual in-situ calibration in building energy systems. In: Journal of Building Engineering, v. 32 (November 2020).
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Li, Xiuming / Lin, Sida / Zhang, Jili / Zhao, Tianyi (2019): Model parameter identification of indoor temperature lag characteristic based on hysteresis relay feedback control in VAV systems. In: Journal of Building Engineering, v. 25 (September 2019).
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Li, Xiuming / Zhao, Tianyi / Zhang, Jili / Chen, Tingting (2017): Development of network control platform for energy saving of fan coil units. In: Journal of Building Engineering, v. 12 (July 2017).
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