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dc.contributor.authorKenny, Jacob K
dc.contributor.authorNeefe, Sasha R
dc.contributor.authorBrandner, David G
dc.contributor.authorStone, Michael L
dc.contributor.authorHapps, Renee M
dc.contributor.authorKumaniaev, Ivan
dc.contributor.authorMounfield, William P
dc.contributor.authorHarman-Ware, Anne E
dc.contributor.authorDevos, Katrien M
dc.contributor.authorPendergast, Thomas H
dc.contributor.authorMedlin, J Will
dc.contributor.authorRomán-Leshkov, Yuriy
dc.contributor.authorBeckham, Gregg T
dc.date.accessioned2025-11-26T21:26:29Z
dc.date.available2025-11-26T21:26:29Z
dc.date.issued2024-06-05
dc.identifier.urihttps://hdl.handle.net/1721.1/164089
dc.description.abstractReductive catalytic fractionation (RCF) is a promising method to extract and depolymerize lignin from biomass, and bench-scale studies have enabled considerable progress in the past decade. RCF experiments are typically conducted in pressurized batch reactors with volumes ranging between 50 and 1000 mL, limiting the throughput of these experiments to one to six reactions per day for an individual researcher. Here, we report a high-throughput RCF (HTP-RCF) method in which batch RCF reactions are conducted in 1 mL wells machined directly into Hastelloy reactor plates. The plate reactors can seal high pressures produced by organic solvents by vertically stacking multiple reactor plates, leading to a compact and modular system capable of performing 240 reactions per experiment. Using this setup, we screened solvent mixtures and catalyst loadings for hydrogen-free RCF using 50 mg poplar and 0.5 mL reaction solvent. The system of 1:1 isopropanol/methanol showed optimal monomer yields and selectivity to 4-propyl substituted monomers, and validation reactions using 75 mL batch reactors produced identical monomer yields. To accommodate the low material loadings, we then developed a workup procedure for parallel filtration, washing, and drying of samples and a <sup>1</sup>H nuclear magnetic resonance spectroscopy method to measure the RCF oil yield without performing liquid-liquid extraction. As a demonstration of this experimental pipeline, 50 unique switchgrass samples were screened in RCF reactions in the HTP-RCF system, revealing a wide range of monomer yields (21-36%), S/G ratios (0.41-0.93), and oil yields (40-75%). These results were successfully validated by repeating RCF reactions in 75 mL batch reactors for a subset of samples. We anticipate that this approach can be used to rapidly screen substrates, catalysts, and reaction conditions in high-pressure batch reactions with higher throughput than standard batch reactors.en_US
dc.language.isoen
dc.publisherAmerican Chemical Societyen_US
dc.relation.isversionof10.1021/jacsau.4c00126en_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_US
dc.sourceAmerican Chemical Societyen_US
dc.titleDesign and Validation of a High-Throughput Reductive Catalytic Fractionation Methoden_US
dc.typeArticleen_US
dc.identifier.citationJacob K. Kenny, Sasha R. Neefe, David G. Brandner, Michael L. Stone, Renee M. Happs, Ivan Kumaniaev, William P. Mounfield III, Anne E. Harman-Ware, Katrien M. Devos, Thomas H. Pendergast IV, J. Will Medlin, Yuriy Román-Leshkov, and Gregg T. Beckham. JACS Au 2024 4 (6), 2173-2187.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Chemical Engineeringen_US
dc.relation.journalJACS Auen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2025-11-26T21:18:39Z
dspace.orderedauthorsKenny, JK; Neefe, SR; Brandner, DG; Stone, ML; Happs, RM; Kumaniaev, I; Mounfield, WP; Harman-Ware, AE; Devos, KM; Pendergast, TH; Medlin, JW; Román-Leshkov, Y; Beckham, GTen_US
dspace.date.submission2025-11-26T21:18:42Z
mit.journal.volume4en_US
mit.journal.issue6en_US
mit.licensePUBLISHER_CC
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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