Prediction of solubility parameters of lignin and ionic liquids using multi-resolution simulation approaches
The solubility parameter (SP) of a molecular species is a vital feature that indicates polarity and quantifies the ‘like-seeks-like’ principle, which is used in chemistry to screen solvents for dissolution. Recent studies have demonstrated that ionic liquids (ILs) and deep eutectic solvents (DESs) e...
Gespeichert in:
Veröffentlicht in: | Green chemistry : an international journal and green chemistry resource : GC 2022-02, Vol.24 (3), p.1165-1176 |
---|---|
Hauptverfasser: | , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1176 |
---|---|
container_issue | 3 |
container_start_page | 1165 |
container_title | Green chemistry : an international journal and green chemistry resource : GC |
container_volume | 24 |
creator | Mohan, Mood Huang, Kaixuan Pidatala, Venkataramana R. Simmons, Blake A. Singh, Seema Sale, Kenneth L. Gladden, John M. |
description | The solubility parameter (SP) of a molecular species is a vital feature that indicates polarity and quantifies the ‘like-seeks-like’ principle, which is used in chemistry to screen solvents for dissolution. Recent studies have demonstrated that ionic liquids (ILs) and deep eutectic solvents (DESs) efficiently solubilize lignocellulosic biomass and promote enzymatic saccharification into sugars used for the production of biofuels and value-added chemicals. Understanding the solubility of plant biopolymers, particularly lignin, in ILs and DESs is critical for selecting candidate ILs and DESs for biomass pretreatment; however, experimentally measuring SPs is challenging. Thus, the present study investigates lignin dissolution mechanisms in IL/DES and prediction of the solubility parameters (Hildebrand and Hansen) of lignin, ILs, and DESs using multi-resolution simulation approaches. Solubility parameters of the studied compounds were predicted using molecular dynamics (MD) simulations, and the SP of lignin was determined to be 23–27 MPa
1/2
, which was close to the polymeric lignin solubility parameter (24.3–25.5 MPa
1/2
). The SPs of ILs namely [Ch][Lys], [Ch][Oct], and [Emim][Lys] were predicted to be ∼26 MPa
1/2
, which is close to lignin's SPs and resulted in increased biomass delignification. The MD simulated SPs were validated by both the COSMO-RS model and experimental investigations, with the results showing a close agreement between the predicted and experimentally obtained SPs. In addition, the enthalpy of vaporization (Δ
H
vap
) of ILs/DESs was predicted based on the potential energy of the system, and the Δ
H
vap
of ILs/DESs was around 40–65 kcal mol
−1
, which is 5–8 times higher than that of traditional organic solvents. |
doi_str_mv | 10.1039/D1GC03798F |
format | Article |
fullrecord | <record><control><sourceid>proquest_osti_</sourceid><recordid>TN_cdi_osti_scitechconnect_1840057</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2625993551</sourcerecordid><originalsourceid>FETCH-LOGICAL-c363t-df8f9e054944d8c1f33288b146e6136989e29a743143602aa8b13ec93bade0283</originalsourceid><addsrcrecordid>eNpFkDFPwzAQhS0EEqWw8Asi2JACduwk9ogKLUiVYIDZcp1L6yq1U9sZ-u9xWgTTnd59d3r3ELol-JFgKp5eyGKGaS34_AxNCKtoLooan__1VXGJrkLYYkxIXbEJ6j49NEZH42zm2iy4bliZzsRD1iuvdhDBh3HQmbU1NlO2yRJqdBL2g2lCNgRj19lu6KLJPYz7x1vBJEkdW9X33im9gXCNLlrVBbj5rVP0PX_9mr3ly4_F--x5mWta0Zg3LW8F4JIJxhquSUtpwfkqvQAVoZXgAgqhakYJoxUulEozClrQlWoAF5xO0d3prgvRyKBNBL3RzlrQURLOMC7rBN2foORuP0CIcusGb5MvmWIqhaBlSRL1cKK0dyF4aGXvzU75gyRYjpHL_8jpD6J_dFo</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2625993551</pqid></control><display><type>article</type><title>Prediction of solubility parameters of lignin and ionic liquids using multi-resolution simulation approaches</title><source>Royal Society Of Chemistry Journals 2008-</source><source>Alma/SFX Local Collection</source><creator>Mohan, Mood ; Huang, Kaixuan ; Pidatala, Venkataramana R. ; Simmons, Blake A. ; Singh, Seema ; Sale, Kenneth L. ; Gladden, John M.</creator><creatorcontrib>Mohan, Mood ; Huang, Kaixuan ; Pidatala, Venkataramana R. ; Simmons, Blake A. ; Singh, Seema ; Sale, Kenneth L. ; Gladden, John M.</creatorcontrib><description>The solubility parameter (SP) of a molecular species is a vital feature that indicates polarity and quantifies the ‘like-seeks-like’ principle, which is used in chemistry to screen solvents for dissolution. Recent studies have demonstrated that ionic liquids (ILs) and deep eutectic solvents (DESs) efficiently solubilize lignocellulosic biomass and promote enzymatic saccharification into sugars used for the production of biofuels and value-added chemicals. Understanding the solubility of plant biopolymers, particularly lignin, in ILs and DESs is critical for selecting candidate ILs and DESs for biomass pretreatment; however, experimentally measuring SPs is challenging. Thus, the present study investigates lignin dissolution mechanisms in IL/DES and prediction of the solubility parameters (Hildebrand and Hansen) of lignin, ILs, and DESs using multi-resolution simulation approaches. Solubility parameters of the studied compounds were predicted using molecular dynamics (MD) simulations, and the SP of lignin was determined to be 23–27 MPa
1/2
, which was close to the polymeric lignin solubility parameter (24.3–25.5 MPa
1/2
). The SPs of ILs namely [Ch][Lys], [Ch][Oct], and [Emim][Lys] were predicted to be ∼26 MPa
1/2
, which is close to lignin's SPs and resulted in increased biomass delignification. The MD simulated SPs were validated by both the COSMO-RS model and experimental investigations, with the results showing a close agreement between the predicted and experimentally obtained SPs. In addition, the enthalpy of vaporization (Δ
H
vap
) of ILs/DESs was predicted based on the potential energy of the system, and the Δ
H
vap
of ILs/DESs was around 40–65 kcal mol
−1
, which is 5–8 times higher than that of traditional organic solvents.</description><identifier>ISSN: 1463-9262</identifier><identifier>EISSN: 1463-9270</identifier><identifier>DOI: 10.1039/D1GC03798F</identifier><language>eng</language><publisher>Cambridge: Royal Society of Chemistry</publisher><subject>Biofuels ; Biomass ; Biopolymers ; Dissolution ; Enthalpy ; Green chemistry ; Ionic liquids ; Lignin ; Lignocellulose ; Molecular dynamics ; Organic solvents ; Polarity ; Potential energy ; Saccharification ; Simulation ; Solubility ; Solubility parameters ; Solvents ; Sugar ; Vaporization</subject><ispartof>Green chemistry : an international journal and green chemistry resource : GC, 2022-02, Vol.24 (3), p.1165-1176</ispartof><rights>Copyright Royal Society of Chemistry 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c363t-df8f9e054944d8c1f33288b146e6136989e29a743143602aa8b13ec93bade0283</citedby><cites>FETCH-LOGICAL-c363t-df8f9e054944d8c1f33288b146e6136989e29a743143602aa8b13ec93bade0283</cites><orcidid>0000-0001-5937-9746 ; 0000-0002-1332-1810 ; 0000-0002-4269-8940 ; 0000-0002-6985-2485 ; 0000-0002-1027-2697 ; 0000000210272697 ; 0000000159379746 ; 0000000242698940 ; 0000000269852485 ; 0000000213321810</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.osti.gov/biblio/1840057$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Mohan, Mood</creatorcontrib><creatorcontrib>Huang, Kaixuan</creatorcontrib><creatorcontrib>Pidatala, Venkataramana R.</creatorcontrib><creatorcontrib>Simmons, Blake A.</creatorcontrib><creatorcontrib>Singh, Seema</creatorcontrib><creatorcontrib>Sale, Kenneth L.</creatorcontrib><creatorcontrib>Gladden, John M.</creatorcontrib><title>Prediction of solubility parameters of lignin and ionic liquids using multi-resolution simulation approaches</title><title>Green chemistry : an international journal and green chemistry resource : GC</title><description>The solubility parameter (SP) of a molecular species is a vital feature that indicates polarity and quantifies the ‘like-seeks-like’ principle, which is used in chemistry to screen solvents for dissolution. Recent studies have demonstrated that ionic liquids (ILs) and deep eutectic solvents (DESs) efficiently solubilize lignocellulosic biomass and promote enzymatic saccharification into sugars used for the production of biofuels and value-added chemicals. Understanding the solubility of plant biopolymers, particularly lignin, in ILs and DESs is critical for selecting candidate ILs and DESs for biomass pretreatment; however, experimentally measuring SPs is challenging. Thus, the present study investigates lignin dissolution mechanisms in IL/DES and prediction of the solubility parameters (Hildebrand and Hansen) of lignin, ILs, and DESs using multi-resolution simulation approaches. Solubility parameters of the studied compounds were predicted using molecular dynamics (MD) simulations, and the SP of lignin was determined to be 23–27 MPa
1/2
, which was close to the polymeric lignin solubility parameter (24.3–25.5 MPa
1/2
). The SPs of ILs namely [Ch][Lys], [Ch][Oct], and [Emim][Lys] were predicted to be ∼26 MPa
1/2
, which is close to lignin's SPs and resulted in increased biomass delignification. The MD simulated SPs were validated by both the COSMO-RS model and experimental investigations, with the results showing a close agreement between the predicted and experimentally obtained SPs. In addition, the enthalpy of vaporization (Δ
H
vap
) of ILs/DESs was predicted based on the potential energy of the system, and the Δ
H
vap
of ILs/DESs was around 40–65 kcal mol
−1
, which is 5–8 times higher than that of traditional organic solvents.</description><subject>Biofuels</subject><subject>Biomass</subject><subject>Biopolymers</subject><subject>Dissolution</subject><subject>Enthalpy</subject><subject>Green chemistry</subject><subject>Ionic liquids</subject><subject>Lignin</subject><subject>Lignocellulose</subject><subject>Molecular dynamics</subject><subject>Organic solvents</subject><subject>Polarity</subject><subject>Potential energy</subject><subject>Saccharification</subject><subject>Simulation</subject><subject>Solubility</subject><subject>Solubility parameters</subject><subject>Solvents</subject><subject>Sugar</subject><subject>Vaporization</subject><issn>1463-9262</issn><issn>1463-9270</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNpFkDFPwzAQhS0EEqWw8Asi2JACduwk9ogKLUiVYIDZcp1L6yq1U9sZ-u9xWgTTnd59d3r3ELol-JFgKp5eyGKGaS34_AxNCKtoLooan__1VXGJrkLYYkxIXbEJ6j49NEZH42zm2iy4bliZzsRD1iuvdhDBh3HQmbU1NlO2yRJqdBL2g2lCNgRj19lu6KLJPYz7x1vBJEkdW9X33im9gXCNLlrVBbj5rVP0PX_9mr3ly4_F--x5mWta0Zg3LW8F4JIJxhquSUtpwfkqvQAVoZXgAgqhakYJoxUulEozClrQlWoAF5xO0d3prgvRyKBNBL3RzlrQURLOMC7rBN2foORuP0CIcusGb5MvmWIqhaBlSRL1cKK0dyF4aGXvzU75gyRYjpHL_8jpD6J_dFo</recordid><startdate>20220207</startdate><enddate>20220207</enddate><creator>Mohan, Mood</creator><creator>Huang, Kaixuan</creator><creator>Pidatala, Venkataramana R.</creator><creator>Simmons, Blake A.</creator><creator>Singh, Seema</creator><creator>Sale, Kenneth L.</creator><creator>Gladden, John M.</creator><general>Royal Society of Chemistry</general><general>Royal Society of Chemistry (RSC)</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>7ST</scope><scope>7U6</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>JG9</scope><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0001-5937-9746</orcidid><orcidid>https://orcid.org/0000-0002-1332-1810</orcidid><orcidid>https://orcid.org/0000-0002-4269-8940</orcidid><orcidid>https://orcid.org/0000-0002-6985-2485</orcidid><orcidid>https://orcid.org/0000-0002-1027-2697</orcidid><orcidid>https://orcid.org/0000000210272697</orcidid><orcidid>https://orcid.org/0000000159379746</orcidid><orcidid>https://orcid.org/0000000242698940</orcidid><orcidid>https://orcid.org/0000000269852485</orcidid><orcidid>https://orcid.org/0000000213321810</orcidid></search><sort><creationdate>20220207</creationdate><title>Prediction of solubility parameters of lignin and ionic liquids using multi-resolution simulation approaches</title><author>Mohan, Mood ; Huang, Kaixuan ; Pidatala, Venkataramana R. ; Simmons, Blake A. ; Singh, Seema ; Sale, Kenneth L. ; Gladden, John M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c363t-df8f9e054944d8c1f33288b146e6136989e29a743143602aa8b13ec93bade0283</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Biofuels</topic><topic>Biomass</topic><topic>Biopolymers</topic><topic>Dissolution</topic><topic>Enthalpy</topic><topic>Green chemistry</topic><topic>Ionic liquids</topic><topic>Lignin</topic><topic>Lignocellulose</topic><topic>Molecular dynamics</topic><topic>Organic solvents</topic><topic>Polarity</topic><topic>Potential energy</topic><topic>Saccharification</topic><topic>Simulation</topic><topic>Solubility</topic><topic>Solubility parameters</topic><topic>Solvents</topic><topic>Sugar</topic><topic>Vaporization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mohan, Mood</creatorcontrib><creatorcontrib>Huang, Kaixuan</creatorcontrib><creatorcontrib>Pidatala, Venkataramana R.</creatorcontrib><creatorcontrib>Simmons, Blake A.</creatorcontrib><creatorcontrib>Singh, Seema</creatorcontrib><creatorcontrib>Sale, Kenneth L.</creatorcontrib><creatorcontrib>Gladden, John M.</creatorcontrib><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Environment Abstracts</collection><collection>Sustainability Science Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Materials Research Database</collection><collection>OSTI.GOV</collection><jtitle>Green chemistry : an international journal and green chemistry resource : GC</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mohan, Mood</au><au>Huang, Kaixuan</au><au>Pidatala, Venkataramana R.</au><au>Simmons, Blake A.</au><au>Singh, Seema</au><au>Sale, Kenneth L.</au><au>Gladden, John M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prediction of solubility parameters of lignin and ionic liquids using multi-resolution simulation approaches</atitle><jtitle>Green chemistry : an international journal and green chemistry resource : GC</jtitle><date>2022-02-07</date><risdate>2022</risdate><volume>24</volume><issue>3</issue><spage>1165</spage><epage>1176</epage><pages>1165-1176</pages><issn>1463-9262</issn><eissn>1463-9270</eissn><abstract>The solubility parameter (SP) of a molecular species is a vital feature that indicates polarity and quantifies the ‘like-seeks-like’ principle, which is used in chemistry to screen solvents for dissolution. Recent studies have demonstrated that ionic liquids (ILs) and deep eutectic solvents (DESs) efficiently solubilize lignocellulosic biomass and promote enzymatic saccharification into sugars used for the production of biofuels and value-added chemicals. Understanding the solubility of plant biopolymers, particularly lignin, in ILs and DESs is critical for selecting candidate ILs and DESs for biomass pretreatment; however, experimentally measuring SPs is challenging. Thus, the present study investigates lignin dissolution mechanisms in IL/DES and prediction of the solubility parameters (Hildebrand and Hansen) of lignin, ILs, and DESs using multi-resolution simulation approaches. Solubility parameters of the studied compounds were predicted using molecular dynamics (MD) simulations, and the SP of lignin was determined to be 23–27 MPa
1/2
, which was close to the polymeric lignin solubility parameter (24.3–25.5 MPa
1/2
). The SPs of ILs namely [Ch][Lys], [Ch][Oct], and [Emim][Lys] were predicted to be ∼26 MPa
1/2
, which is close to lignin's SPs and resulted in increased biomass delignification. The MD simulated SPs were validated by both the COSMO-RS model and experimental investigations, with the results showing a close agreement between the predicted and experimentally obtained SPs. In addition, the enthalpy of vaporization (Δ
H
vap
) of ILs/DESs was predicted based on the potential energy of the system, and the Δ
H
vap
of ILs/DESs was around 40–65 kcal mol
−1
, which is 5–8 times higher than that of traditional organic solvents.</abstract><cop>Cambridge</cop><pub>Royal Society of Chemistry</pub><doi>10.1039/D1GC03798F</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0001-5937-9746</orcidid><orcidid>https://orcid.org/0000-0002-1332-1810</orcidid><orcidid>https://orcid.org/0000-0002-4269-8940</orcidid><orcidid>https://orcid.org/0000-0002-6985-2485</orcidid><orcidid>https://orcid.org/0000-0002-1027-2697</orcidid><orcidid>https://orcid.org/0000000210272697</orcidid><orcidid>https://orcid.org/0000000159379746</orcidid><orcidid>https://orcid.org/0000000242698940</orcidid><orcidid>https://orcid.org/0000000269852485</orcidid><orcidid>https://orcid.org/0000000213321810</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1463-9262 |
ispartof | Green chemistry : an international journal and green chemistry resource : GC, 2022-02, Vol.24 (3), p.1165-1176 |
issn | 1463-9262 1463-9270 |
language | eng |
recordid | cdi_osti_scitechconnect_1840057 |
source | Royal Society Of Chemistry Journals 2008-; Alma/SFX Local Collection |
subjects | Biofuels Biomass Biopolymers Dissolution Enthalpy Green chemistry Ionic liquids Lignin Lignocellulose Molecular dynamics Organic solvents Polarity Potential energy Saccharification Simulation Solubility Solubility parameters Solvents Sugar Vaporization |
title | Prediction of solubility parameters of lignin and ionic liquids using multi-resolution simulation approaches |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-04T21%3A25%3A17IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_osti_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Prediction%20of%20solubility%20parameters%20of%20lignin%20and%20ionic%20liquids%20using%20multi-resolution%20simulation%20approaches&rft.jtitle=Green%20chemistry%20:%20an%20international%20journal%20and%20green%20chemistry%20resource%20:%20GC&rft.au=Mohan,%20Mood&rft.date=2022-02-07&rft.volume=24&rft.issue=3&rft.spage=1165&rft.epage=1176&rft.pages=1165-1176&rft.issn=1463-9262&rft.eissn=1463-9270&rft_id=info:doi/10.1039/D1GC03798F&rft_dat=%3Cproquest_osti_%3E2625993551%3C/proquest_osti_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2625993551&rft_id=info:pmid/&rfr_iscdi=true |