Research on the international intelligent operation model of “digitalization + greening” dual-track collaboration of industrial electrical enterprises under intelligent drive
Year: 2025
Type: conference-paper
Abstract: Faced with a manufacturing environment constrained by both “dual carbon” requirements and cross-border regulations, an international intelligent management model for industrial electrical companies has been constructed. Relying on a four-level data and energy-carbon system encompassing “edge, workshop, factory, and group,” and adopting the GHG Protocol/ISO 14064/14067 standards, unified accounting for scopes 1/2/3 is implemented. Multi-objective optimization of cost, energy consumption, carbon intensity, and delivery is implemented, and a hierarchical control system combining mixed integer linear programming/model predictive control/security reinforcement learning + digital twins is implemented. Batch maps and VC evidence are combined to form a closed-loop process for cross-border tracking and CBAM/ETS declaration. Quasi-experimental methods such as online A/B testing and DiD /PSM are used for verification. Across multiple factories, energy consumption and carbon emissions have been significantly reduced, while costs remain within reasonable limits. This system, which comprehensively manages technology, compliance, and profitability, can be promoted and replicated across regions.
Author: Wusheng Gao
Language: English
Subfield: Industrial and Manufacturing Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W7127570883