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Retrofitting Towards Net-Zero Energy Building Under Climate Change: An Approach Integrating Machine Learning and Multi-Objective Optimization

Achieving Net-Zero Energy Building (NZEB) performance through retrofitting requires identifying optimal measures that effectively enhance energy efficiency. Determining these optimal retrofit strategies typically involves running thousands of building energy simulations, which imposes a substantial...

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Principais autores: Mahdi Ibrahim, Pascal Biwole, Fatima Harkouss, Farouk Fardoun, Salah Eddine Ouldboukhitine
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-01-01
Serier:Buildings
Fag:
Net-Zero Energy Building
building retrofitting
ANN surrogate model
NSGA-III
TOPSIS decision-making
climate change
Online adgang:https://www.mdpi.com/2075-5309/16/3/537
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