Towards net-zero modular construction: machine learning and time series analysis for waste generation and emissions prediction modelling

Social Sciences

• Net Zero 100%
• Learning System 100%
• Machine Learning 100%
• Time Series Analysis 100%
• Time Series 75%
• Greenhouse Gas Emissions 75%
• Carbon Pricing 50%
• ARMA Model 50%
• United Arab Emirates 25%
• Design Methodology 25%
• Sustainability Framework 25%
• Economic Costs 25%
• Pricing Mechanism 25%
• Sustainability Goal 25%
• Decision Support System 25%
• Machine Learning Algorithm 25%
• Diverse Context 25%
• Construction Planning 25%
• Cross-Validation 25%
• Decision Support 25%
• Procurement Planning 25%
• Decision-Support System 25%
• Predictive Analytics 25%

Engineering

• Modular Construction 100%
• Learning System 100%
• Moving Average 50%
• Wall Panel 50%
• Limitations 25%
• Applicability 25%
• Machine Learning Algorithm 25%
• Office Buildings 25%
• Root Mean Square Error 25%
• Building Type 25%
• Construction Phase 25%
• Cut Material 25%
• Mean Absolute Error 25%
• Error Coefficient 25%
• Greenhouse Gas 25%
• Construction Planning 25%
• Decision Support System 25%
• Decision-Support System 25%

Earth and Planetary Sciences

• Machine Learning 100%
• Net Zero 100%
• Time Series Analysis 100%
• Time Series 60%
• Carbon Dioxide Emission 40%
• Carbon Pricing 40%
• United Arab Emirates 20%
• Construction Waste 20%
• Root-Mean-Square Error 20%
• Greenhouse Gas Emission 20%
• Decision-Support System 20%
• Waste Reduction 20%
• Sustainability Framework 20%
• Environmental Cost 20%