Techno-economic evaluation of electronic component recovery for reuse from waste PCBs: advancing circular economy practices in automotive electronics

Abstract The increasing volume of electronic waste (e-waste) and shortage of critical materials emphasize the need for sustainable management of end-of-life printed circuit boards (PCBs). This study explores the techno-economic feasibility of reusing electronic components (ECs) from discarded PCBs, particularly used in automotive applications. We developed a systematic process involving manual disassembling with hot air guns, followed by a three-stage sorting process involving size-based segregation, magnetic separation, and optical sorting through convolutional neural networks (CNNs). The CNN-based sorting achieved over 99% identification accuracy, and electrical testing confirmed 98% of the components as functional for reuse. Techno-economic analysis of a simulated EC recovery plant showed encouraging financial outcomes, proving profitable even with a conservative resale value of 5–20% of market prices. A techno-economic model for a recovery plant was developed based on bottom-up costing, incorporating disassembly rates, labor productivity, equipment costs, reverse logistics, and resale value assumptions to evaluate break-even time and scalability across geographic regions. The research proved the environmental and economic benefits of integrating EC reuse into circular economy practices, offering a scalable framework for sustainable e-waste management. Graphical Abstract

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Publication Details

Journal
Journal of Industrial Ecology
Published
2026-02-17
DOI
https://doi.org/10.1007/s44498-026-00028-w
Primary Topic
Recycling and Waste Management Techniques
Type
article
Field-Weighted Citation Impact
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article

Techno-economic evaluation of electronic component recovery for reuse from waste PCBs: advancing circular economy practices in automotive electronics

Pallab Das, Jean‐Christophe P. Gabriel, Katharina Peier, Qingyu Alex Yan et al.
Journal of Industrial Ecology
Recycling and Waste Management Techniques
article

Techno-economic evaluation of electronic component recovery for reuse from waste PCBs: advancing circular economy practices in automotive electronics

Pallab Das, Jean‐Christophe P. Gabriel, Katharina Peier, Qingyu Alex Yan, Adrian Leonardi
article en

Abstract

Abstract The increasing volume of electronic waste (e-waste) and shortage of critical materials emphasize the need for sustainable management of end-of-life printed circuit boards (PCBs). This study explores the techno-economic feasibility of reusing electronic components (ECs) from discarded PCBs, particularly used in automotive applications. We developed a systematic process involving manual disassembling with hot air guns, followed by a three-stage sorting process involving size-based segregation, magnetic separation, and optical sorting through convolutional neural networks (CNNs). The CNN-based sorting achieved over 99% identification accuracy, and electrical testing confirmed 98% of the components as functional for reuse. Techno-economic analysis of a simulated EC recovery plant showed encouraging financial outcomes, proving profitable even with a conservative resale value of 5–20% of market prices. A techno-economic model for a recovery plant was developed based on bottom-up costing, incorporating disassembly rates, labor productivity, equipment costs, reverse logistics, and resale value assumptions to evaluate break-even time and scalability across geographic regions. The research proved the environmental and economic benefits of integrating EC reuse into circular economy practices, offering a scalable framework for sustainable e-waste management. Graphical Abstract

Journal of Industrial Ecology
Centre National de la Recherche Scientifique (FR), Singapore University of Technology and Design (SG), Nanyang Technological University (SG), Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR), Université Paris-Saclay (FR), CEA Paris-Saclay (FR), 3i (United Kingdom) (GB)
Openalex Percentile: Top 51%
Recycling and Waste Management Techniques
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