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AI-DRIVEN CIRCULARITY INDEX: A COMPREHENSIVE METRIC FOR EVALUATING PRODUCT LIFECYCLE SUSTAINABILITY

Journal: International Journal of Advanced Research (Vol.12, No. 08)

Publication Date:

Authors : ;

Page : 1491-1498

Keywords : Circular Economy Product Lifecycle Sustainability AI Machine Learning Circularity Index Material Selection Modular Design Recyclability Resource Efficiency;

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Abstract

Sophisticated instruments are required for the analysis of sustainability in a product in all its complexity during a transition towards a circular economy. In this respect, the new metric presented in this article is the AI-driven Circularity Index, which assesses product circularity according to four dimensions: material selection, modular design, recyclability, and resource efficiency. This index-powered by machine learning - provides predictive insights and actionable recommendations toward product lifecycle sustainability, hence adding a more solid solution to the more pressing issues of traditional linear economic models.

Last modified: 2024-09-26 19:05:53