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The Use of Digital Image Processing Method to Estimate the Foam Characteristics of Polyurethane
Four air‐bubbled polyurethane (PU) foams with different polyol:PMDI wt.% are produced, respectively. The chemical reaction mechanisms of polyurethane and bubble formation are proposed by performing standard Gibbs free energy calculations using the DFT M06‐2X/6‐31+G(d,p) method. The local minima, tra...
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Published in: | Macromolecular materials and engineering 2023-11, Vol.308 (11), p.n/a |
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description | Four air‐bubbled polyurethane (PU) foams with different polyol:PMDI wt.% are produced, respectively. The chemical reaction mechanisms of polyurethane and bubble formation are proposed by performing standard Gibbs free energy calculations using the DFT M06‐2X/6‐31+G(d,p) method. The local minima, transition states, and intermediates in reaction mechanisms are detected. It is concluded that both reactions are exothermic. Then, raw images of the produced PU foams are taken with a 13 MP mobile phone camera, which can be considered inexpensive, and the mean radii of the pores are calculated by an image processing based method (IPBM) on a standard desktop computer with an i5 processor. It is determined that there is a close relationship between the calculated mean radius and instrumentally measured thermal conductivity coefficient of the foams. However, the thermal conductivity coefficients are independent of the calculated number and percentage of the pores. The mean radii of the samples calculated by the proposed IPBM are close to that of the SEM, with acceptable relative errors of less than 10%. Finally, it is concluded that IPBM, which is a more cost‐effective, cleaner, and faster method than SEM, might replace SEM in the air bubble analysis of PU foams.
Four air‐bubbled polyurethane (PU) foams with different polyol:PMDI wt.% are produced. The chemical reaction mechanisms of polyurethane and bubble formation are proposed by performing standard Gibbs free energy calculations using the DFT M06‐2X/6‐31+G(d,p) method. The local minima, transition states, and intermediates in reaction mechanisms are detected. It is concluded that both reactions are exothermic. |
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Four air‐bubbled polyurethane (PU) foams with different polyol:PMDI wt.% are produced. The chemical reaction mechanisms of polyurethane and bubble formation are proposed by performing standard Gibbs free energy calculations using the DFT M06‐2X/6‐31+G(d,p) method. The local minima, transition states, and intermediates in reaction mechanisms are detected. It is concluded that both reactions are exothermic.</description><identifier>ISSN: 1438-7492</identifier><identifier>EISSN: 1439-2054</identifier><identifier>DOI: 10.1002/mame.202300154</identifier><language>eng</language><publisher>Weinheim: John Wiley & Sons, Inc</publisher><subject>Air bubbles ; Chemical reactions ; Digital imaging ; Exothermic reactions ; Foams ; Free energy ; Gibbs free energy ; Heat conductivity ; Heat transfer ; Image processing ; Intermediates ; M06‐2X ; Mathematical analysis ; Microprocessors ; Personal computers ; Plastic foam ; Polyurethane ; Polyurethane foam ; polyurethane foams ; Pores ; Reaction mechanisms ; SEM ; Thermal conductivity ; thermal conductivity coefficients</subject><ispartof>Macromolecular materials and engineering, 2023-11, Vol.308 (11), p.n/a</ispartof><rights>2023 The Authors. Macromolecular Materials and Engineering published by Wiley‐VCH GmbH</rights><rights>2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the "License"). 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><cites>FETCH-LOGICAL-c3729-ff158f7bbde9c1a58473f6a12d90482f7470a488f46adad9cbeec53e52aaebeb3</cites><orcidid>0000-0002-2293-2963</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fmame.202300154$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fmame.202300154$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,11562,27924,27925,46052,46476</link.rule.ids></links><search><creatorcontrib>Celik Bayar, Caglar</creatorcontrib><creatorcontrib>Onur, Tugba Ozge</creatorcontrib><title>The Use of Digital Image Processing Method to Estimate the Foam Characteristics of Polyurethane</title><title>Macromolecular materials and engineering</title><description>Four air‐bubbled polyurethane (PU) foams with different polyol:PMDI wt.% are produced, respectively. The chemical reaction mechanisms of polyurethane and bubble formation are proposed by performing standard Gibbs free energy calculations using the DFT M06‐2X/6‐31+G(d,p) method. The local minima, transition states, and intermediates in reaction mechanisms are detected. It is concluded that both reactions are exothermic. Then, raw images of the produced PU foams are taken with a 13 MP mobile phone camera, which can be considered inexpensive, and the mean radii of the pores are calculated by an image processing based method (IPBM) on a standard desktop computer with an i5 processor. It is determined that there is a close relationship between the calculated mean radius and instrumentally measured thermal conductivity coefficient of the foams. However, the thermal conductivity coefficients are independent of the calculated number and percentage of the pores. The mean radii of the samples calculated by the proposed IPBM are close to that of the SEM, with acceptable relative errors of less than 10%. Finally, it is concluded that IPBM, which is a more cost‐effective, cleaner, and faster method than SEM, might replace SEM in the air bubble analysis of PU foams.
Four air‐bubbled polyurethane (PU) foams with different polyol:PMDI wt.% are produced. The chemical reaction mechanisms of polyurethane and bubble formation are proposed by performing standard Gibbs free energy calculations using the DFT M06‐2X/6‐31+G(d,p) method. The local minima, transition states, and intermediates in reaction mechanisms are detected. It is concluded that both reactions are exothermic.</description><subject>Air bubbles</subject><subject>Chemical reactions</subject><subject>Digital imaging</subject><subject>Exothermic reactions</subject><subject>Foams</subject><subject>Free energy</subject><subject>Gibbs free energy</subject><subject>Heat conductivity</subject><subject>Heat transfer</subject><subject>Image processing</subject><subject>Intermediates</subject><subject>M06‐2X</subject><subject>Mathematical analysis</subject><subject>Microprocessors</subject><subject>Personal computers</subject><subject>Plastic foam</subject><subject>Polyurethane</subject><subject>Polyurethane foam</subject><subject>polyurethane foams</subject><subject>Pores</subject><subject>Reaction mechanisms</subject><subject>SEM</subject><subject>Thermal conductivity</subject><subject>thermal conductivity coefficients</subject><issn>1438-7492</issn><issn>1439-2054</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>DOA</sourceid><recordid>eNqFkc1LAzEQxRdR8PPqOeB5a762SY5SWy1Y9KDnMJudtFt2m5pskf73pla8epowee83D15R3DI6YpTy-x56HHHKBaWskifFBZPClJxW8vTnrUslDT8vLlNaZ4nSRlwU9n2F5CMhCZ48tst2gI7Me1gieYvBYUrtZkkWOKxCQ4ZApmloexiQDNk2C9CTyQoiuAFjm79cOnDeQrffxeyBDV4XZx66hDe_86r4mE3fJ8_ly-vTfPLwUjqhuCm9Z5X2qq4bNI5BpaUSfgyMN4ZKzb2SioLU2ssxNNAYVyO6SmDFAbDGWlwV8yO3CbC225hTxr0N0NqfRYhLCzEH7NAyXzlkFTDBGmkcghwr75RzGa0yKrPujqxtDJ87TINdh13c5PiWa23GjDNFs2p0VLkYUoro_64yag-F2EMh9q-QbBBHw1fb4f4ftV08LKZcGPEN-uWPQw</recordid><startdate>202311</startdate><enddate>202311</enddate><creator>Celik Bayar, Caglar</creator><creator>Onur, Tugba Ozge</creator><general>John Wiley & Sons, Inc</general><general>Wiley-VCH</general><scope>24P</scope><scope>WIN</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>8BQ</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>KB.</scope><scope>L6V</scope><scope>LK8</scope><scope>M7P</scope><scope>M7S</scope><scope>PDBOC</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-2293-2963</orcidid></search><sort><creationdate>202311</creationdate><title>The Use of Digital Image Processing Method to Estimate the Foam Characteristics of Polyurethane</title><author>Celik Bayar, Caglar ; Onur, Tugba Ozge</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3729-ff158f7bbde9c1a58473f6a12d90482f7470a488f46adad9cbeec53e52aaebeb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Air bubbles</topic><topic>Chemical reactions</topic><topic>Digital imaging</topic><topic>Exothermic reactions</topic><topic>Foams</topic><topic>Free energy</topic><topic>Gibbs free energy</topic><topic>Heat conductivity</topic><topic>Heat transfer</topic><topic>Image processing</topic><topic>Intermediates</topic><topic>M06‐2X</topic><topic>Mathematical analysis</topic><topic>Microprocessors</topic><topic>Personal computers</topic><topic>Plastic foam</topic><topic>Polyurethane</topic><topic>Polyurethane foam</topic><topic>polyurethane foams</topic><topic>Pores</topic><topic>Reaction mechanisms</topic><topic>SEM</topic><topic>Thermal conductivity</topic><topic>thermal conductivity coefficients</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Celik Bayar, Caglar</creatorcontrib><creatorcontrib>Onur, Tugba Ozge</creatorcontrib><collection>Wiley Open Access</collection><collection>Wiley Online Library Journals</collection><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>Materials Research Database</collection><collection>https://resources.nclive.org/materials</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Biological Science Database</collection><collection>Engineering Database</collection><collection>Materials science collection</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering collection</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Macromolecular materials and engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Celik Bayar, Caglar</au><au>Onur, Tugba Ozge</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Use of Digital Image Processing Method to Estimate the Foam Characteristics of Polyurethane</atitle><jtitle>Macromolecular materials and engineering</jtitle><date>2023-11</date><risdate>2023</risdate><volume>308</volume><issue>11</issue><epage>n/a</epage><issn>1438-7492</issn><eissn>1439-2054</eissn><abstract>Four air‐bubbled polyurethane (PU) foams with different polyol:PMDI wt.% are produced, respectively. The chemical reaction mechanisms of polyurethane and bubble formation are proposed by performing standard Gibbs free energy calculations using the DFT M06‐2X/6‐31+G(d,p) method. The local minima, transition states, and intermediates in reaction mechanisms are detected. It is concluded that both reactions are exothermic. Then, raw images of the produced PU foams are taken with a 13 MP mobile phone camera, which can be considered inexpensive, and the mean radii of the pores are calculated by an image processing based method (IPBM) on a standard desktop computer with an i5 processor. It is determined that there is a close relationship between the calculated mean radius and instrumentally measured thermal conductivity coefficient of the foams. However, the thermal conductivity coefficients are independent of the calculated number and percentage of the pores. The mean radii of the samples calculated by the proposed IPBM are close to that of the SEM, with acceptable relative errors of less than 10%. Finally, it is concluded that IPBM, which is a more cost‐effective, cleaner, and faster method than SEM, might replace SEM in the air bubble analysis of PU foams.
Four air‐bubbled polyurethane (PU) foams with different polyol:PMDI wt.% are produced. The chemical reaction mechanisms of polyurethane and bubble formation are proposed by performing standard Gibbs free energy calculations using the DFT M06‐2X/6‐31+G(d,p) method. The local minima, transition states, and intermediates in reaction mechanisms are detected. It is concluded that both reactions are exothermic.</abstract><cop>Weinheim</cop><pub>John Wiley & Sons, Inc</pub><doi>10.1002/mame.202300154</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-2293-2963</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Air bubbles Chemical reactions Digital imaging Exothermic reactions Foams Free energy Gibbs free energy Heat conductivity Heat transfer Image processing Intermediates M06‐2X Mathematical analysis Microprocessors Personal computers Plastic foam Polyurethane Polyurethane foam polyurethane foams Pores Reaction mechanisms SEM Thermal conductivity thermal conductivity coefficients |
title | The Use of Digital Image Processing Method to Estimate the Foam Characteristics of Polyurethane |
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