Personlig presentation av Mengjie Han

Kursansvar

Forskningsprojekt

• Allmänt Mikrodataaanalys - metod
  Start: 2012-01-01
• IMMA - Intelligent energimodellering i byggnader och städer med mikrodataanalys
  Start: 2020-03-01
• UBMEM - Aktivitetsbaserad energi och mobilitetsmodellering på stadsnivå för planering av framtidens städer
  Start: 2018-10-01

Publikationer

• Han, Mengjie, Johari, Fatemeh, Huang, Pei, Zhang, Xingxing. Generating hourly electricity demand data for large-scale single-family buildings by a decomposition-recombination method, Energy and Built Environment, 2022. Artikel : refereegranskat.
• Dong, Bing, Liu, Yapan, Fontenot, Hannah, Ouf, Mohamed, Osman, Mohamed, Chong, Adrian, Qin, Shuxu, Han, Mengjie, Zhang, Xingxing, Carlucci, Salvatore. Occupant behavior modeling methods for resilient building design,operation and policy at urban scale : a review, Applied Energy, 2021, Vol. 293. Artikel : refereegranskat.
• Han, Mengjie, May, Ross, Zhang, Xingxing. Reinforcement Learning Methodologies for Controlling Occupant Comfort in Buildings, Ingår i: Data-driven Analytics for Sustainable Buildings and Cities, Springer, 2021. Kapitel av bok.
• Han, Mengjie, Wang, Zhenwu, Zhang, Xingxing. An Approach to Data Acquisition for Urban Building Energy Modeling Using a Gaussian Mixture Model and Expectation-Maximization Algorithm, Buildings, 2021, Vol. 11, No. 1. Artikel : refereegranskat.
• Han, Mengjie, Zhao, Jing, Zhang, Xingxing, Shen, Jingchun, Li, Yu. The reinforcement learning method for occupant behavior in building control : A review, Energy and Built Environment, 2021, Vol. 2, No. 2, 137-148. Artikel : refereegranskat.