Urban building energy performance prediction and retrofit analysis using data-driven machine learning approach
Author:
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Mechanical Engineering,Building and Construction,Civil and Structural Engineering
Reference58 articles.
1. Revision of the energy performance of buildings directive: fit for 55 package;Benjamin,2022
2. A data-driven approach to optimize urban scale energy retrofit decisions for residential buildings;Ali;Appl. Energy,2020
3. A linked data approach to multi-scale energy modelling;Hoare;Adv. Eng. Inform.,2022
4. Urban building energy modeling–a review of a nascent field;Reinhart;Build. Environ.,2016
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