Data-driven Analytics for Sustainable Buildings and Cities: From Theory to Application by Xingxing Zhang
English | EPUB | 2021 | 446 Pages | ISBN : 9811627770 | 121.5 MB
This book explores the interdisciplinary and transdisciplinary fields of energy systems, occupant behavior, thermal comfort, air quality and economic modelling across levels of building, communities and cities, through various data analytical approaches. It highlights the complex interplay of heating/cooling, ventilation and power systems in different processes, such as design, renovation and operation, for buildings, communities and cities. Methods from classical statistics, machine learning and artificial intelligence are applied into analyses for different building/urban components and systems.