Circular economy and digital technologies: A research agenda for intelligent circular systems

IF 8.3 Q1 ENVIRONMENTAL SCIENCES
Maria Fernanda Rodriguez Romo , Vanajah Siva , Nikolaos Papakostas , Pezhman Ghadimi , Vincent Hargaden
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引用次数: 0

Abstract

The transition to a circular economy (CE) is essential for achieving sustainability goals by minimizing waste, optimizing resource use, and extending product lifecycles. Digital Technologies (DTs) serve as key enablers of this transition, facilitating automation, data-driven decision-making, and continuous improvement in CE. However, current notions of smart and digital circularity often focus on technological functionalities without explicitly addressing how DTs can act as means to enable CE solutions that then support sustainable development. This conceptual gap calls for a more integrated approach that aligns CE, digitalization, and sustainability outcomes. This paper systematically reviews the literature at the intersection of DTs and CE, identifying emerging themes and research opportunities. 76 peer-reviewed publications were identified and reviewed based on the DTs applications supporting CE adoption. The findings identify six main research themes, including DTs applications in CE adoption, enablers and barriers to CE adoption with the support of DTs applications, frameworks and models towards a digital CE, business models leveraging digital DTs to support CE, research propositions on DTs applications supporting CE, and DTs applications as solutions to CE adoption throughout product lifecycle. This study also introduces the concept of ‘intelligent circular,’ that integrates circularity, digitalization, and intelligence as the future direction of CE. Eleven research opportunities are proposed including emphasis on the need for empirical evidence, impact evaluation, performance measurement, and system-based approaches. Finally, the paper provides a foundation for advancing the CE transition to intelligent circular, contributing to the development of sustainable, data-driven, and resilient industrial systems.
循环经济与数字技术:智能循环系统的研究议程
通过减少浪费、优化资源利用和延长产品生命周期,向循环经济(CE)过渡对于实现可持续发展目标至关重要。数字技术(dt)是这一转变的关键推动者,促进了自动化、数据驱动的决策和CE的持续改进。然而,目前智能和数字循环的概念往往侧重于技术功能,而没有明确解决dt如何作为实现CE解决方案的手段,从而支持可持续发展。这种概念上的差距要求我们采取更加综合的方法,将节能、数字化和可持续性成果结合起来。本文系统地回顾了交互式教学和交互式教学交叉领域的文献,确定了新兴的主题和研究机会。根据支持采用CE的DTs应用程序,确定和审查了76份同行评议出版物。研究结果确定了六个主要的研究主题,包括电子产品采用中的电子产品应用、电子产品采用的推动因素和障碍、数字电子产品采用的框架和模型、利用数字电子产品支持电子产品的商业模式、支持电子产品的电子产品应用的研究主张、电子产品应用作为整个产品生命周期中电子产品采用的解决方案。本研究还介绍了“智能循环”的概念,该概念将循环、数字化和智能作为CE的未来方向。提出了11个研究机会,包括强调对经验证据的需求,影响评估,绩效测量和基于系统的方法。最后,本文为推进CE向智能循环过渡提供了基础,为可持续、数据驱动和弹性工业系统的发展做出了贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Resources, conservation & recycling advances
Resources, conservation & recycling advances Environmental Science (General)
CiteScore
11.70
自引率
0.00%
发文量
0
审稿时长
76 days
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