A Standards-Guided Approach to Formalizing Product Circularity Assessment Metrics

Junwon Ko, Sandwana Sneethan, Gisele Bortolaz Guedes, Fazleena Badurdeen, I. S. Jawahir, Buddhika Hapuwatte, K. C. Morris

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The industrial transition towards a more sustainable Circular Economy (CE) emphasizes the need for products that align with CE principles and robust methods for assessing how circular they are. However, ambiguities between metrics vs. indicators are not yet addressed in the current discussion of product circularity assessment (PCA). Most PCA methods also lack clarity in the metrics used, including their selection and description, which leads to confusion and limited industry adoption. To address these gaps, this paper proposes clear definitions for indicators and metrics and adapts standards to establish a structured approach for developing PCA metrics. This process involves establishing the objective or purpose of each metric, identifying candidate metrics from literature sources or existing PCA methods, and defining them with detailed context (e.g., description, formula, range) and content information (e.g., notes, references, standards/guidelines). To effectively compile and communicate the developed metrics, an Excel-based database consisting of attributes, indicators, and metrics (AIM) was developed and presented. Over 80 relevant metrics for measuring product circularity were identified, characterized, and organized under the AIM database. The standards-guided approach and database proposed in this paper formalize the development of metrics for PCA and aid data collection processes, enhancing their practical application in the industry. The findings in this paper further contribute to the successful transition toward product-level CE.

Original languageEnglish
Title of host publicationDecarbonizing Value Chains - Proceedings of the 20th Global Conference on Sustainable Manufacturing, GCSM 2024
EditorsHolger Kohl, Gunther Seliger, Franz Dietrich, Ha Thuc Vien
Pages864-872
Number of pages9
DOIs
StatePublished - 2025
Event20th Global Conference on Sustainable Manufacturing, GCSM 2024 - Ho Chi Minh City, Viet Nam
Duration: Oct 9 2024Oct 11 2024

Publication series

NameLecture Notes in Mechanical Engineering
ISSN (Print)2195-4356
ISSN (Electronic)2195-4364

Conference

Conference20th Global Conference on Sustainable Manufacturing, GCSM 2024
Country/TerritoryViet Nam
CityHo Chi Minh City
Period10/9/2410/11/24

Bibliographical note

Publisher Copyright:
© The Author(s) 2025.

Funding

The work presented here is supported by grants from NIST (Nos. 70NANB22H104 and 70NANB23H261) and collaborations with industry partners from Amazon, Inc., Ryan Bradley, Ardeshir Raihanian, and Vincenzo Ferrero.

FundersFunder number
Vincenzo Ferrero
Amazon
National Institute of Standards and Technology70NANB23H261, 70NANB22H104

    Keywords

    • Circular Economy
    • Indicators
    • Metrics
    • Product Circularity

    ASJC Scopus subject areas

    • Automotive Engineering
    • Aerospace Engineering
    • Mechanical Engineering
    • Fluid Flow and Transfer Processes

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