Optimizing building retrofit through data analytics: A study of multi-objective optimization and surrogate models derived from energy performance certificates

G.R. Araújo,Ricardo Gomes,Paulo Ferrão,M. Glória Gomes

SSRN Electronic Journal（2023）

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摘要

•Development of surrogate models from an energy performance certificate database.•Multi-Objective Optimization to find the best government-funded retrofits.•Deployment of this process into an easy-to-use interface.

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关键词

Building energy performance,Building optimization,Multi-Objective surrogate models,Building retrofitting

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