Open access
Sep 2026
Intelligent Decision-Making in Sustainable Manufacturing: Coupling Machine Learning with Multi-Objective Optimization for Carbon Reduction
An integrated intelligent decision-making framework that couples machine learning with multi-objective optimization (MOO) to achieve eco-efficient production scheduling is proposed, enabling up to a 17% reduction in CO₂ emissions while sustaining over 95% of maximum production capacity.
Zhen-Guang Shao
· Journal of Manufacturing Eng... · 0 citations