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Digitalizing Sustainability: Product Carbon Footprint with Green Digital Twins | IEEE Conference Publication | IEEE Xplore

Digitalizing Sustainability: Product Carbon Footprint with Green Digital Twins


Abstract:

Digitalization plays an important role in improving the sustainability of manufacturing systems. Documenting and sharing the Product Carbon Footprint (PCF) improves trace...Show More

Abstract:

Digitalization plays an important role in improving the sustainability of manufacturing systems. Documenting and sharing the Product Carbon Footprint (PCF) improves traceability along the value chain. However, current standards do not define in detail to what extent digitalization is necessary for calculating the PCF and what information is required. To address this problem, we present a novel approach based on Green Digital Twins (GDT) to determine the product carbon footprint in the manufacturing domain. The data models of the GDT provide a modeling approach to represent the necessary activity data required for PCF calculation. The calculation models provide a practical solution for companies to calculate the PCF based on the digitalization degree of the manufacturing system. The data models are implemented using Asset Administration Shell and submodels. The evaluation demonstrates PCF calculation for batches of products with GDT during the setting process of a drying chamber.
Date of Conference: 10-13 September 2024
Date Added to IEEE Xplore: 16 October 2024
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Conference Location: Padova, Italy

I. Introduction

The global climate crisis pushes companies to use products and components more efficiently, e.g., in the form of the circular economy, which requires cross-organizational exchange of information like carbon emission and energy consumption. Manufacturers are facing the challenge of transparently collecting and reporting the Product Carbon Footprint (PCF) along the value chain [1]. Digitalization offers promising solutions for documenting and sharing sustainability information across company boundaries. Despite this potential, existing frameworks such as the Greenhouse Gas Protocol and ISO 14044 predominantly offer broad guidelines for PCF calculation, without delving into the specifics required for practical implementation. This lack of detailed guidance can lead to discrepancies in PCF calculations when different standards or methodologies are applied. The extent of detailed activity data required for accurate PCF calculation remains unclear, as does the degree of digitalization necessary within a manufacturing system to procure this data effectively. Moreover, the precision of PCF calculation relative to the level of digitalization has yet to be established, posing a challenge to the reliability and accuracy of these sustainability metrics.

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