Loading…
Investigation of the Carbon Footprint of the Textile Industry: PES- and PP-Based Products with Monte Carlo Uncertainty Analysis
The Carbon Border Adjustment Mechanism was developed to ensure that industrial sectors operating outside the EU follow the same environmental standards and targets while competing with the EU’s carbon market. This mechanism aims to calculate the carbon footprint of goods and services imported into t...
Saved in:
Published in: | Sustainability 2023-10, Vol.15 (19), p.14237 |
---|---|
Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c371t-b78c31d61123b18563772efb6aadcf72cd562a953ac2379641ff82a4997d87103 |
---|---|
cites | cdi_FETCH-LOGICAL-c371t-b78c31d61123b18563772efb6aadcf72cd562a953ac2379641ff82a4997d87103 |
container_end_page | |
container_issue | 19 |
container_start_page | 14237 |
container_title | Sustainability |
container_volume | 15 |
creator | Demirdelen, Tuğçe Aksu, İnayet Özge Yilmaz, Kübra Koç, Duygu Durdu Arikan, Miray Şener, Arif |
description | The Carbon Border Adjustment Mechanism was developed to ensure that industrial sectors operating outside the EU follow the same environmental standards and targets while competing with the EU’s carbon market. This mechanism aims to calculate the carbon footprint of goods and services imported into the EU and make carbon adjustments accordingly. The transition phase, starting in 2023, represents the period when the Carbon Border Adjustment Mechanism will be implemented. The completion of the transition phase is targeted for 2025. By this date, the effective implementation of this mechanism is aimed at demonstrating that countries outside of the EU comply with emissions regulations using Carbon at Border certificates. The textile industry’s products have a significant environmental impact throughout their life cycle, from the production of raw materials to the disposal of the finished product. Textile production, especially synthetic yarns, requires large amounts of energy, contributing to greenhouse gas emissions and climate change. In this study, a “cradle-to-customer plus waste” life cycle assessment (LCA) is conducted to evaluate the environmental impacts of two products in the textile sector. The Monte Carlo analysis method can be used to handle uncertainties in LCA calculations. It is a method for modeling uncertainties and statistically evaluating results. In this study, this method is preferred at the stage of determining uncertainties. The processes from chips to yarns are investigated for two synthetic yarns: polyester (PES) and polypropylene (PP). The carbon emissions of PP and PES used in textiles are calculated for the first time in this study using detailed modeling with LCAs and a real application. The main production operations are considered: (i) transport of raw materials and packaging material, (ii) energy consumption during the production process, (iii) transport of products, and (iv) end-of-life steps. When the actual data obtained from a company are analyzed, the carbon footprints (CFs) of the PES and PP are calculated to be 13.40 t CO2-eq (t PES)-1 and 6.42 t CO2-eq (t PP)-1, respectively. These data can be used as reference points for future studies and comparisons. According to the results obtained, when the energy consumption and raw material stages in the production of the PES and PP products are compared, it is seen that the CF of PP yarn is lower, and it is more environmentally friendly. These findings can be utilized to enhance |
doi_str_mv | 10.3390/su151914237 |
format | article |
fullrecord | <record><control><sourceid>gale_proqu</sourceid><recordid>TN_cdi_proquest_journals_2876599306</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A772529924</galeid><sourcerecordid>A772529924</sourcerecordid><originalsourceid>FETCH-LOGICAL-c371t-b78c31d61123b18563772efb6aadcf72cd562a953ac2379641ff82a4997d87103</originalsourceid><addsrcrecordid>eNpVkU1PAjEQhjdGEw1y8g808WTMYj_Y7dYbElASjETg3JRuC2uWFtuuwsm_bhFNpD10Onnmbd-ZJLlCsEMIg3e-QRliqIsJPUkuMKQoRTCDp__i86Tt_RuMi5CI5hfJ18h8KB-qpQiVNcBqEFYK9IVbxNvQ2rBxlQl_-ZnahqpWYGTKxge3uweTwTQFwpRgMkkfhFcxcLZsZPDgswor8GxN-NGrLZgbqVwQUW8HekbUO1_5y-RMi9qr9u_ZSubDwaz_lI5fHkf93jiVhKKQLmghCSpzhDBZoCLLCaVY6UUuRCk1xbLMcixYRoSM9lneRVoXWHQZo2VBESSt5Pqgu3H2vYmO-ZttXPyE57igecYYgXmkOgdqKWrFK6NtcELGXap1Ja1ROrrnvfh2hhnD3Vhwc1Qg93a3YSka7_lo-nrM3h5Y6az3Tmkee7sWbscR5PsJ8n8TJN8jmYw4</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2876599306</pqid></control><display><type>article</type><title>Investigation of the Carbon Footprint of the Textile Industry: PES- and PP-Based Products with Monte Carlo Uncertainty Analysis</title><source>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</source><creator>Demirdelen, Tuğçe ; Aksu, İnayet Özge ; Yilmaz, Kübra ; Koç, Duygu Durdu ; Arikan, Miray ; Şener, Arif</creator><creatorcontrib>Demirdelen, Tuğçe ; Aksu, İnayet Özge ; Yilmaz, Kübra ; Koç, Duygu Durdu ; Arikan, Miray ; Şener, Arif</creatorcontrib><description>The Carbon Border Adjustment Mechanism was developed to ensure that industrial sectors operating outside the EU follow the same environmental standards and targets while competing with the EU’s carbon market. This mechanism aims to calculate the carbon footprint of goods and services imported into the EU and make carbon adjustments accordingly. The transition phase, starting in 2023, represents the period when the Carbon Border Adjustment Mechanism will be implemented. The completion of the transition phase is targeted for 2025. By this date, the effective implementation of this mechanism is aimed at demonstrating that countries outside of the EU comply with emissions regulations using Carbon at Border certificates. The textile industry’s products have a significant environmental impact throughout their life cycle, from the production of raw materials to the disposal of the finished product. Textile production, especially synthetic yarns, requires large amounts of energy, contributing to greenhouse gas emissions and climate change. In this study, a “cradle-to-customer plus waste” life cycle assessment (LCA) is conducted to evaluate the environmental impacts of two products in the textile sector. The Monte Carlo analysis method can be used to handle uncertainties in LCA calculations. It is a method for modeling uncertainties and statistically evaluating results. In this study, this method is preferred at the stage of determining uncertainties. The processes from chips to yarns are investigated for two synthetic yarns: polyester (PES) and polypropylene (PP). The carbon emissions of PP and PES used in textiles are calculated for the first time in this study using detailed modeling with LCAs and a real application. The main production operations are considered: (i) transport of raw materials and packaging material, (ii) energy consumption during the production process, (iii) transport of products, and (iv) end-of-life steps. When the actual data obtained from a company are analyzed, the carbon footprints (CFs) of the PES and PP are calculated to be 13.40 t CO2-eq (t PES)-1 and 6.42 t CO2-eq (t PP)-1, respectively. These data can be used as reference points for future studies and comparisons. According to the results obtained, when the energy consumption and raw material stages in the production of the PES and PP products are compared, it is seen that the CF of PP yarn is lower, and it is more environmentally friendly. These findings can be utilized to enhance government policies aimed at reducing greenhouse gas emissions and managing synthetic yarn production in Türkiye. Since PP and PES raw materials are predominantly used in synthetic yarns, this study’s objective is to quantify the carbon emissions associated with the utilization of these raw materials and provide guidance to companies engaged in their production.</description><identifier>ISSN: 2071-1050</identifier><identifier>EISSN: 2071-1050</identifier><identifier>DOI: 10.3390/su151914237</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Acids ; Carbon footprint ; Climate change ; Clothing industry ; Comparative analysis ; Ecological footprint ; Emissions ; Environmental sustainability ; Global warming ; Greenhouse gases ; International economic relations ; Molecular weight ; Natural resources ; Paris Agreement ; Polyesters ; Polyethylene ; Polymerization ; Polymers ; Raw materials ; Sustainable development ; Textile fibers ; Textile industry</subject><ispartof>Sustainability, 2023-10, Vol.15 (19), p.14237</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c371t-b78c31d61123b18563772efb6aadcf72cd562a953ac2379641ff82a4997d87103</citedby><cites>FETCH-LOGICAL-c371t-b78c31d61123b18563772efb6aadcf72cd562a953ac2379641ff82a4997d87103</cites><orcidid>0000-0002-1602-7262 ; 0000-0002-0963-2982</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2876599306/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2876599306?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25753,27924,27925,37012,44590,75126</link.rule.ids></links><search><creatorcontrib>Demirdelen, Tuğçe</creatorcontrib><creatorcontrib>Aksu, İnayet Özge</creatorcontrib><creatorcontrib>Yilmaz, Kübra</creatorcontrib><creatorcontrib>Koç, Duygu Durdu</creatorcontrib><creatorcontrib>Arikan, Miray</creatorcontrib><creatorcontrib>Şener, Arif</creatorcontrib><title>Investigation of the Carbon Footprint of the Textile Industry: PES- and PP-Based Products with Monte Carlo Uncertainty Analysis</title><title>Sustainability</title><description>The Carbon Border Adjustment Mechanism was developed to ensure that industrial sectors operating outside the EU follow the same environmental standards and targets while competing with the EU’s carbon market. This mechanism aims to calculate the carbon footprint of goods and services imported into the EU and make carbon adjustments accordingly. The transition phase, starting in 2023, represents the period when the Carbon Border Adjustment Mechanism will be implemented. The completion of the transition phase is targeted for 2025. By this date, the effective implementation of this mechanism is aimed at demonstrating that countries outside of the EU comply with emissions regulations using Carbon at Border certificates. The textile industry’s products have a significant environmental impact throughout their life cycle, from the production of raw materials to the disposal of the finished product. Textile production, especially synthetic yarns, requires large amounts of energy, contributing to greenhouse gas emissions and climate change. In this study, a “cradle-to-customer plus waste” life cycle assessment (LCA) is conducted to evaluate the environmental impacts of two products in the textile sector. The Monte Carlo analysis method can be used to handle uncertainties in LCA calculations. It is a method for modeling uncertainties and statistically evaluating results. In this study, this method is preferred at the stage of determining uncertainties. The processes from chips to yarns are investigated for two synthetic yarns: polyester (PES) and polypropylene (PP). The carbon emissions of PP and PES used in textiles are calculated for the first time in this study using detailed modeling with LCAs and a real application. The main production operations are considered: (i) transport of raw materials and packaging material, (ii) energy consumption during the production process, (iii) transport of products, and (iv) end-of-life steps. When the actual data obtained from a company are analyzed, the carbon footprints (CFs) of the PES and PP are calculated to be 13.40 t CO2-eq (t PES)-1 and 6.42 t CO2-eq (t PP)-1, respectively. These data can be used as reference points for future studies and comparisons. According to the results obtained, when the energy consumption and raw material stages in the production of the PES and PP products are compared, it is seen that the CF of PP yarn is lower, and it is more environmentally friendly. These findings can be utilized to enhance government policies aimed at reducing greenhouse gas emissions and managing synthetic yarn production in Türkiye. Since PP and PES raw materials are predominantly used in synthetic yarns, this study’s objective is to quantify the carbon emissions associated with the utilization of these raw materials and provide guidance to companies engaged in their production.</description><subject>Acids</subject><subject>Carbon footprint</subject><subject>Climate change</subject><subject>Clothing industry</subject><subject>Comparative analysis</subject><subject>Ecological footprint</subject><subject>Emissions</subject><subject>Environmental sustainability</subject><subject>Global warming</subject><subject>Greenhouse gases</subject><subject>International economic relations</subject><subject>Molecular weight</subject><subject>Natural resources</subject><subject>Paris Agreement</subject><subject>Polyesters</subject><subject>Polyethylene</subject><subject>Polymerization</subject><subject>Polymers</subject><subject>Raw materials</subject><subject>Sustainable development</subject><subject>Textile fibers</subject><subject>Textile industry</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpVkU1PAjEQhjdGEw1y8g808WTMYj_Y7dYbElASjETg3JRuC2uWFtuuwsm_bhFNpD10Onnmbd-ZJLlCsEMIg3e-QRliqIsJPUkuMKQoRTCDp__i86Tt_RuMi5CI5hfJ18h8KB-qpQiVNcBqEFYK9IVbxNvQ2rBxlQl_-ZnahqpWYGTKxge3uweTwTQFwpRgMkkfhFcxcLZsZPDgswor8GxN-NGrLZgbqVwQUW8HekbUO1_5y-RMi9qr9u_ZSubDwaz_lI5fHkf93jiVhKKQLmghCSpzhDBZoCLLCaVY6UUuRCk1xbLMcixYRoSM9lneRVoXWHQZo2VBESSt5Pqgu3H2vYmO-ZttXPyE57igecYYgXmkOgdqKWrFK6NtcELGXap1Ja1ROrrnvfh2hhnD3Vhwc1Qg93a3YSka7_lo-nrM3h5Y6az3Tmkee7sWbscR5PsJ8n8TJN8jmYw4</recordid><startdate>20231001</startdate><enddate>20231001</enddate><creator>Demirdelen, Tuğçe</creator><creator>Aksu, İnayet Özge</creator><creator>Yilmaz, Kübra</creator><creator>Koç, Duygu Durdu</creator><creator>Arikan, Miray</creator><creator>Şener, Arif</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>4U-</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0002-1602-7262</orcidid><orcidid>https://orcid.org/0000-0002-0963-2982</orcidid></search><sort><creationdate>20231001</creationdate><title>Investigation of the Carbon Footprint of the Textile Industry: PES- and PP-Based Products with Monte Carlo Uncertainty Analysis</title><author>Demirdelen, Tuğçe ; Aksu, İnayet Özge ; Yilmaz, Kübra ; Koç, Duygu Durdu ; Arikan, Miray ; Şener, Arif</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-b78c31d61123b18563772efb6aadcf72cd562a953ac2379641ff82a4997d87103</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Acids</topic><topic>Carbon footprint</topic><topic>Climate change</topic><topic>Clothing industry</topic><topic>Comparative analysis</topic><topic>Ecological footprint</topic><topic>Emissions</topic><topic>Environmental sustainability</topic><topic>Global warming</topic><topic>Greenhouse gases</topic><topic>International economic relations</topic><topic>Molecular weight</topic><topic>Natural resources</topic><topic>Paris Agreement</topic><topic>Polyesters</topic><topic>Polyethylene</topic><topic>Polymerization</topic><topic>Polymers</topic><topic>Raw materials</topic><topic>Sustainable development</topic><topic>Textile fibers</topic><topic>Textile industry</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Demirdelen, Tuğçe</creatorcontrib><creatorcontrib>Aksu, İnayet Özge</creatorcontrib><creatorcontrib>Yilmaz, Kübra</creatorcontrib><creatorcontrib>Koç, Duygu Durdu</creatorcontrib><creatorcontrib>Arikan, Miray</creatorcontrib><creatorcontrib>Şener, Arif</creatorcontrib><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>University Readers</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Demirdelen, Tuğçe</au><au>Aksu, İnayet Özge</au><au>Yilmaz, Kübra</au><au>Koç, Duygu Durdu</au><au>Arikan, Miray</au><au>Şener, Arif</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Investigation of the Carbon Footprint of the Textile Industry: PES- and PP-Based Products with Monte Carlo Uncertainty Analysis</atitle><jtitle>Sustainability</jtitle><date>2023-10-01</date><risdate>2023</risdate><volume>15</volume><issue>19</issue><spage>14237</spage><pages>14237-</pages><issn>2071-1050</issn><eissn>2071-1050</eissn><abstract>The Carbon Border Adjustment Mechanism was developed to ensure that industrial sectors operating outside the EU follow the same environmental standards and targets while competing with the EU’s carbon market. This mechanism aims to calculate the carbon footprint of goods and services imported into the EU and make carbon adjustments accordingly. The transition phase, starting in 2023, represents the period when the Carbon Border Adjustment Mechanism will be implemented. The completion of the transition phase is targeted for 2025. By this date, the effective implementation of this mechanism is aimed at demonstrating that countries outside of the EU comply with emissions regulations using Carbon at Border certificates. The textile industry’s products have a significant environmental impact throughout their life cycle, from the production of raw materials to the disposal of the finished product. Textile production, especially synthetic yarns, requires large amounts of energy, contributing to greenhouse gas emissions and climate change. In this study, a “cradle-to-customer plus waste” life cycle assessment (LCA) is conducted to evaluate the environmental impacts of two products in the textile sector. The Monte Carlo analysis method can be used to handle uncertainties in LCA calculations. It is a method for modeling uncertainties and statistically evaluating results. In this study, this method is preferred at the stage of determining uncertainties. The processes from chips to yarns are investigated for two synthetic yarns: polyester (PES) and polypropylene (PP). The carbon emissions of PP and PES used in textiles are calculated for the first time in this study using detailed modeling with LCAs and a real application. The main production operations are considered: (i) transport of raw materials and packaging material, (ii) energy consumption during the production process, (iii) transport of products, and (iv) end-of-life steps. When the actual data obtained from a company are analyzed, the carbon footprints (CFs) of the PES and PP are calculated to be 13.40 t CO2-eq (t PES)-1 and 6.42 t CO2-eq (t PP)-1, respectively. These data can be used as reference points for future studies and comparisons. According to the results obtained, when the energy consumption and raw material stages in the production of the PES and PP products are compared, it is seen that the CF of PP yarn is lower, and it is more environmentally friendly. These findings can be utilized to enhance government policies aimed at reducing greenhouse gas emissions and managing synthetic yarn production in Türkiye. Since PP and PES raw materials are predominantly used in synthetic yarns, this study’s objective is to quantify the carbon emissions associated with the utilization of these raw materials and provide guidance to companies engaged in their production.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/su151914237</doi><orcidid>https://orcid.org/0000-0002-1602-7262</orcidid><orcidid>https://orcid.org/0000-0002-0963-2982</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2071-1050 |
ispartof | Sustainability, 2023-10, Vol.15 (19), p.14237 |
issn | 2071-1050 2071-1050 |
language | eng |
recordid | cdi_proquest_journals_2876599306 |
source | Publicly Available Content Database (Proquest) (PQ_SDU_P3) |
subjects | Acids Carbon footprint Climate change Clothing industry Comparative analysis Ecological footprint Emissions Environmental sustainability Global warming Greenhouse gases International economic relations Molecular weight Natural resources Paris Agreement Polyesters Polyethylene Polymerization Polymers Raw materials Sustainable development Textile fibers Textile industry |
title | Investigation of the Carbon Footprint of the Textile Industry: PES- and PP-Based Products with Monte Carlo Uncertainty Analysis |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-26T02%3A29%3A45IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_proqu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Investigation%20of%20the%20Carbon%20Footprint%20of%20the%20Textile%20Industry:%20PES-%20and%20PP-Based%20Products%20with%20Monte%20Carlo%20Uncertainty%20Analysis&rft.jtitle=Sustainability&rft.au=Demirdelen,%20Tu%C4%9F%C3%A7e&rft.date=2023-10-01&rft.volume=15&rft.issue=19&rft.spage=14237&rft.pages=14237-&rft.issn=2071-1050&rft.eissn=2071-1050&rft_id=info:doi/10.3390/su151914237&rft_dat=%3Cgale_proqu%3EA772529924%3C/gale_proqu%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c371t-b78c31d61123b18563772efb6aadcf72cd562a953ac2379641ff82a4997d87103%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2876599306&rft_id=info:pmid/&rft_galeid=A772529924&rfr_iscdi=true |