Machine Learning and Data Analysis for Energy Efficiency in Buildings
Tianyi Zhao, Chengyu Zhang, Ben Jiang
Häftad, 2025
2 459 kr
Del i serien Indoor Environment and Sustainable Building
2 149 kr
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Dr. Tianyi Zhao received his B.E., M.E. and Ph.D. degrees in Heating, Gas, Ventilation and Air-Conditioning Engineering subject from Harbin Institute of Technology, Harbin, China, in 2003, 2005 and 2009, respectively. Since Dec. 2014, Dr. Zhao has been in School of Infrastructure Engineering, Dalian University of Technology, as an associate professor.Dr. Jiaming Wang received his B.E. degree in Thermal Energy and Power Engineering from Dalian University of Technology, Dalian, China, in 2014, and the M.E. and Ph.D. degrees in Heating, Gas, Ventilation and Air-Conditioning Engineering from Dalian University of Technology, Dalian, China, in 2018 and 2022, respectively. Since Dec. 2022, Dr. Wang has been in School of Infrastructure Engineering at Dalian University of Technology, as a postdoctoral. Dr. Wang is engaged in the research of decoupling control and distributed collaborative optimization of HVAC systems, taking the complex HVAC systems as research object, mainly studying the system parameters time-delay response characteristics and the component spatial coupling characteristics. The proposed event-driven optimization strategy (SEDO) and the global energy efficiency tradeoff method have high universality and can be directly applied to the existing HVAC systems.Mrs. Yiting Wang received her B.E. degree in Built Environment and Equipment Engineering from Hunan University, Changsha, China, in 2016, and the M.E. degree in Civil Engineering from the University of Melbourne, Melbourne, Australia, in 2019. She has been involved in several projects using swarm intelligent building automation technology and has been responsible for the development of several control strategies for HVAC system. Since 2024, Dr. Wang has been in School of Infrastructure Engineering at Dalian University of Technology, as a doctoral student.
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