From blur to blueprint: a fuzzy delphi methodology for evaluating early-stage emerging technologies—the case of end-of-life automotive traction battery disassembly

Abstract Recycling end-of-life automotive traction batteries is paramount in reducing greenhouse gas emissions and mitigating supply chain dependencies associated with critical raw materials utilized in producing electric vehicle batteries. Deploying disassembly technologies represents a crucial step in the pretreatment process, enhancing the recycling process’s sustainability and profitability. This study evaluates disassembly technologies based on a multi-stage expert-driven research approach. We present a systematic stakeholder identification and analysis for the disassembly process step, resulting in the 14 relevant stakeholders. 65 expert interviews were then conducted with the relevant stakeholders and yielded a corpus of 16 evaluation criteria. Each criterion underwent a delphi evaluation process with 13 experts to ascertain its relative importance. Ultimately, another delphi panel was utilized to evaluate each disassembly technology conjunction with all identified criteria. To address potential uncertainties, the fuzzy delphi method was employed, resulting in two rounds until a consensus was achieved. Laser cutting and shredding emerged as particularly promising technological approaches, recommended for consideration by industrial stakeholders in the expansion of their facilities and by policymakers in the formulation of their regulatory environment. The developed methodological approach aims to systematically evaluate early-stage emerging technologies and has been validated by the given use case.

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Publication Details

Journal
Scientific Reports
Published
2026-05-19
DOI
https://doi.org/10.1038/s41598-026-50592-1
Primary Topic
Sustainable Supply Chain Management
Type
article
Field-Weighted Citation Impact
0.00

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article

From blur to blueprint: a fuzzy delphi methodology for evaluating early-stage emerging technologies—the case of end-of-life automotive traction battery disassembly

Scientific Reports
Sustainable Supply Chain Management
article

From blur to blueprint: a fuzzy delphi methodology for evaluating early-stage emerging technologies—the case of end-of-life automotive traction battery disassembly

article en

Abstract

Abstract Recycling end-of-life automotive traction batteries is paramount in reducing greenhouse gas emissions and mitigating supply chain dependencies associated with critical raw materials utilized in producing electric vehicle batteries. Deploying disassembly technologies represents a crucial step in the pretreatment process, enhancing the recycling process’s sustainability and profitability. This study evaluates disassembly technologies based on a multi-stage expert-driven research approach. We present a systematic stakeholder identification and analysis for the disassembly process step, resulting in the 14 relevant stakeholders. 65 expert interviews were then conducted with the relevant stakeholders and yielded a corpus of 16 evaluation criteria. Each criterion underwent a delphi evaluation process with 13 experts to ascertain its relative importance. Ultimately, another delphi panel was utilized to evaluate each disassembly technology conjunction with all identified criteria. To address potential uncertainties, the fuzzy delphi method was employed, resulting in two rounds until a consensus was achieved. Laser cutting and shredding emerged as particularly promising technological approaches, recommended for consideration by industrial stakeholders in the expansion of their facilities and by policymakers in the formulation of their regulatory environment. The developed methodological approach aims to systematically evaluate early-stage emerging technologies and has been validated by the given use case.

Scientific ReportsVol. 16(1)
University of Stuttgart (DE), Fraunhofer Institute for Manufacturing Engineering and Automation (DE), Stuttgart Technical University of Applied Sciences (DE), Institute for Resource Efficiency and Energy Strategies (DE), S&F Systemtechnik (Germany) (DE)
Universität Stuttgart
Industry, innovation and infrastructure
Openalex Percentile: Top 4%
Sustainable Supply Chain Management
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From blur to blueprint: a fuzzy delphi methodology for evaluating early-stage emerging technologies—the case of end-of-life automotive traction battery disassembly · Scientific Reports (2026) | TGRS Research Map | TGRS