Predictive models of embodied carbon emissions in building design phases: Machine learning approaches based on residential buildings in China

Building and Environment, Год журнала: 2024, Номер 258, С. 111595 - 111595

Опубликована: Апрель 29, 2024

Язык: Английский

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Analysis of influencing factors and carbon emission scenario prediction during building operation stage

Energy, Год журнала: 2025, Номер unknown, С. 134401 - 134401

Опубликована: Янв. 1, 2025

Язык: Английский

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Optimization of Ex/Energy Efficiencies in an Integrated Compressed Air Energy Storage System (CAES) using Machine Learning Algorithms: A Multi-Objective Approach based on Analysis of Variance

Energy, Год журнала: 2025, Номер unknown, С. 135675 - 135675

Опубликована: Март 1, 2025

Язык: Английский

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Study on Carbon Emission Influencing Factors and Carbon Emission Reduction Potential in China's Food Production Industry

Environmental Research, Год журнала: 2024, Номер 261, С. 119702 - 119702

Опубликована: Июль 31, 2024

Язык: Английский

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AI Analytics for Carbon-Neutral City Planning: A Systematic Review of Applications

Urban Science, Год журнала: 2024, Номер 8(3), С. 104 - 104

Опубликована: Авг. 1, 2024

Artificial intelligence (AI) has become a transformative force across various disciplines, including urban planning. It unprecedented potential to address complex challenges. An essential task is facilitate informed decision making regarding the integration of constantly evolving AI analytics into planning research and practice. This paper presents review how methods are applied in studies, focusing particularly on carbon neutrality We highlight already being used generate new scientific knowledge interactions between human activities nature. consider conditions which advantages AI-enabled studies can positively influence decision-making outcomes. also importance interdisciplinary collaboration, responsible governance, community engagement guiding data-driven suggest contribute supporting carbon-neutrality goals.

Язык: Английский

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Dynamic Simulation of Street-Level Carbon Emissions in Megacities: A Case Study of Wuhan City, China (2015-2030)

Sustainable Cities and Society, Год журнала: 2024, Номер unknown, С. 105853 - 105853

Опубликована: Сен. 1, 2024

Язык: Английский

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Carbon emission assessment and interpretability improvement empowered by machine learning: A case study in four cities, China

Energy and Buildings, Год журнала: 2025, Номер unknown, С. 115530 - 115530

Опубликована: Фев. 1, 2025

Язык: Английский

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Evaluating the carbon emission reduction effect of distributed energy system in 20 Years: Experience from Kitakyushu Science and Research Park, Japan

Energy and Buildings, Год журнала: 2025, Номер unknown, С. 115615 - 115615

Опубликована: Март 1, 2025

Язык: Английский

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Factors influencing carbon emissions and low-carbon paths in China’s transportation industry

Energy, Год журнала: 2025, Номер unknown, С. 135778 - 135778

Опубликована: Март 1, 2025

Язык: Английский

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Research on small sample carbon emission prediction based on improved TimeGAN: A case study of the Yangtez River Delta urban agglomeration in China

Journal of Environmental Management, Год журнала: 2025, Номер 380, С. 125076 - 125076

Опубликована: Март 26, 2025

Язык: Английский

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