Green Building Techniques: Under The Umbrella of the Climate Framework Agreement

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Ali Saleh
Noah Saleh
Obed Ali
Raed Hasan
Omar Ahmed
Azil Alias
Khalil Yassin

Abstract

Various green building rating systems have been devised to assess the sustainability levels of buildings, offering a standardized approach to evaluate their environmental impact. However, adapting these existing methods to diverse regions requires addressing additional considerations, such as distinct climatic conditions and regional variations. This study delves into a comprehensive exploration of widely utilized environmental building assessment methodologies, including BREEAM, LEED, SB-Tool, CASBEE, GRIHA, and Eco-housing. A new building environmental assessment scheme tailored to the global landscape is needed due to limitations of existing assessment schemes. A framework based on principal component analysis is introduced to develop this new scheme. PCA applied to a dataset of many responses on building sustainability revealed nine key components, including site selection, environmental impact, building resources and re-use, building services and management, innovative construction techniques, environmental health and safety, mechanical systems, indoor air quality, and economic considerations. A framework for sustainable building development in world is proposed. The study provides insights for designers and developers in developing countries, offering a roadmap for achieving green development. The framework prioritizes key components for a nuanced evaluation of sustainability in building projects, contributing to the global discourse on environmentally responsible construction practices.

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How to Cite
Saleh, A., Saleh, N., Ali, O., Hasan, R., Ahmed , O., Alias, A., & Yassin , K. (2024). Green Building Techniques: Under The Umbrella of the Climate Framework Agreement. Babylonian Journal of Machine Learning, 2024, 1–14. https://doi.org/10.58496/BJML/2024/001
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