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Regional representation of wind stakeholders’ end-of-life behaviors and their impact on wind blade circularity
The growing number of end-of-life (EOL) wind blades could further strain US landfills or be a valuable composite materials source, depending on stakeholders’ behaviors. Technical solutions based on circular economy (CE) principles have been proposed but are not guaranteed to solve the issue of EOL m...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304601/ https://www.ncbi.nlm.nih.gov/pubmed/35874102 http://dx.doi.org/10.1016/j.isci.2022.104734 |
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author | Walzberg, Julien Cooperman, Aubryn Watts, Liam Eberle, Annika L. Carpenter, Alberta Heath, Garvin A. |
author_facet | Walzberg, Julien Cooperman, Aubryn Watts, Liam Eberle, Annika L. Carpenter, Alberta Heath, Garvin A. |
author_sort | Walzberg, Julien |
collection | PubMed |
description | The growing number of end-of-life (EOL) wind blades could further strain US landfills or be a valuable composite materials source, depending on stakeholders’ behaviors. Technical solutions based on circular economy (CE) principles have been proposed but are not guaranteed to solve the issue of EOL management. Transitioning to CE implies changing how business models, supply chains, and behaviors deal with products and waste. A spatially resolved agent-based modeling combined with a machine-learning metamodel shows that including behavioral factors is crucial to designing effective policies. Logistical barriers and transportation costs significantly affect the results: lowering blade shredding costs by a third before transportation makes EOL blades a source of valuable materials, decreasing the 2050 cumulative landfill rate below 50%. In another scenario, parameter settings simulating policy interventions aiming at boosting early adoption incites new social norms favorable to recycling, lowering the cumulative landfill rate below 10%. |
format | Online Article Text |
id | pubmed-9304601 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-93046012022-07-23 Regional representation of wind stakeholders’ end-of-life behaviors and their impact on wind blade circularity Walzberg, Julien Cooperman, Aubryn Watts, Liam Eberle, Annika L. Carpenter, Alberta Heath, Garvin A. iScience Article The growing number of end-of-life (EOL) wind blades could further strain US landfills or be a valuable composite materials source, depending on stakeholders’ behaviors. Technical solutions based on circular economy (CE) principles have been proposed but are not guaranteed to solve the issue of EOL management. Transitioning to CE implies changing how business models, supply chains, and behaviors deal with products and waste. A spatially resolved agent-based modeling combined with a machine-learning metamodel shows that including behavioral factors is crucial to designing effective policies. Logistical barriers and transportation costs significantly affect the results: lowering blade shredding costs by a third before transportation makes EOL blades a source of valuable materials, decreasing the 2050 cumulative landfill rate below 50%. In another scenario, parameter settings simulating policy interventions aiming at boosting early adoption incites new social norms favorable to recycling, lowering the cumulative landfill rate below 10%. Elsevier 2022-07-09 /pmc/articles/PMC9304601/ /pubmed/35874102 http://dx.doi.org/10.1016/j.isci.2022.104734 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Walzberg, Julien Cooperman, Aubryn Watts, Liam Eberle, Annika L. Carpenter, Alberta Heath, Garvin A. Regional representation of wind stakeholders’ end-of-life behaviors and their impact on wind blade circularity |
title | Regional representation of wind stakeholders’ end-of-life behaviors and their impact on wind blade circularity |
title_full | Regional representation of wind stakeholders’ end-of-life behaviors and their impact on wind blade circularity |
title_fullStr | Regional representation of wind stakeholders’ end-of-life behaviors and their impact on wind blade circularity |
title_full_unstemmed | Regional representation of wind stakeholders’ end-of-life behaviors and their impact on wind blade circularity |
title_short | Regional representation of wind stakeholders’ end-of-life behaviors and their impact on wind blade circularity |
title_sort | regional representation of wind stakeholders’ end-of-life behaviors and their impact on wind blade circularity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304601/ https://www.ncbi.nlm.nih.gov/pubmed/35874102 http://dx.doi.org/10.1016/j.isci.2022.104734 |
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