Integrated BIM-IoT platform for carbon emission assessment and tracking in prefabricated building materialization

Prefabricated building (PB) can effectively promote the low-carbon transformation of the construction industry. It is crucial to account for and analyze carbon emission sources and patterns during PB project materialization and develop an effective assessment and tracking platform. This study leverages Dynamo parametric modeling and coding to develop a scalable BIM system integrating carbon emission data with traceability. Combined with IoT technology, the platform is designed for accurate assessment and real-time tracking of carbon emissions during PB project materialization. Its effectiveness is evaluated, and optimization approaches are proposed. Evaluation results show that the platform improves real-time carbon emission tracking accuracy by approximately 30 % compared to traditional systems, achieving overall carbon reductions of 30−50 % during materialization, with potential reductions up to 60 %. The findings support the low-carbon transformation of the construction industry, offering a new framework and practical approach for carbon control, thus fostering the development of sustainable policies and practices. Copyright © 2025 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.