Assessing the impacts of urban morphological factors on urban building energy modeling based on spatial proximity analysis and explainable machine learning

Author:

Li ZhengORCID,Ma Jun,Jiang Feifeng,Zhang Shengkai,Tan Yi

Funder

University of Hong Kong

Research Grants Council, University Grants Committee

Publisher

Elsevier BV

Reference39 articles.

1. 2022 Global Status Report for Buildings and Construction,” UNEP - UN Environment Programme. [Online]. Available: http://www.unep.org/resources/publication/2022-global-status-report-buildings-and-construction.

2. From simulation to data-driven approach: a framework of integrating urban morphology to low-energy urban design;Wang;Renew. Energy,2021

3. Impacts of urban morphology on reducing cooling load and increasing ventilation potential in hot-arid climate;Javanroodi;Appl. Energy,2018

4. An international review of occupant-related aspects of building energy codes and standards;O'Brien;Build. Environ.,2020

5. Evaluation of phase change materials used in building components for conservation of energy in buildings in hot dry climatic regions;Köse Murathan;Renew. Energy,2020

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