Energy saving and low carbon oriented renovation framework for educational buildings with Tianjin University case study

Energy saving and low carbon oriented renovation framework for educational buildings with Tianjin University case study

Abstract Modern educational buildings often meet daylighting needs via higher window-to-wall ratios, yet this may cause excessive solar radiation and increased air-conditioning energy consumption. Amid global low - carbon and sustainable development, the energy efficiency and low-carbon design of ed...

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Bibliographic Details
Main Authors: Xinge Du, Xiang Liu, Feng Gao, Zhihua Zhou
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Retrofit optimization
Educational building
Photovoltaic power generation
Bayesian optimization
XGBoost
Online Access:https://doi.org/10.1038/s41598-025-14687-5
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https://doi.org/10.1038/s41598-025-14687-5

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