机器学习优化建筑形态

Khaoula Raboudi, A. Saci
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引用次数: 1

摘要

世界正在迅速城市化,新建筑的数量不断增加。这涉及到增加世界能源消耗及其相关的温室气体排放。计算工具在建筑设计过程中发挥着越来越大的影响。最近,机器学习(ML)已被应用于建筑设计,并证明了其改善建筑性能的潜力。本文试图回顾机器学习在建筑形态中的应用。然后,我们预测在早期设计阶段使用机器学习来优化建筑形态,特别是确保邻里之间的夏季遮阳和冬季太阳能通道。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Machine learning for optimized buildings morphosis
The world is rapidly urbanizing, with an increasing number of new building constructions. This involves increasing the world's energy consumption and its associated greenhouse gas emissions. Computational tools are playing an increasing impact on the architectural design process. Recently, Machine learning (ML) has been applied to building design and has evinced its potential to improve building performance. This paper tries to review the use of ML for the building morphosis. We then forecast the use of machine learning for building optimized morphosis in the early design stage particularly for ensuring summer shading and winter solar access between neighbors.
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