Siyuan Gao, Raul Rinken, Robert T Woodward, Jie Bao, Roberto Rinaldi
{"title":"Mass-resolved UV-Vis-GPC mapping diagnoses catalyst ageing in RCF lignin streams.","authors":"Siyuan Gao, Raul Rinken, Robert T Woodward, Jie Bao, Roberto Rinaldi","doi":"10.1039/d5fd00109a","DOIUrl":null,"url":null,"abstract":"<p><p>Catalyst stability is central to the viability of lignin-first biorefineries, yet conventional characterisation often fails to detect the subtle deactivation processes that govern product quality. Here, we demonstrate that ultraviolet-visible (UV-Vis) spectroscopy, when combined with gel permeation chromatography (GPC), can serve as a sensitive diagnostic tool for detecting catalyst performance decline in Reductive Catalytic Fractionation (RCF). We introduce a concentration-independent spectral index (SI<sub>320</sub>), derived from the absorbance ratio at 280 and 320 nm, given by SI<sub>320</sub> = 1 - <i>A</i><sub>320</sub>/<i>A</i><sub>280</sub>. Native-like lignins show negligible absorbance at 320 nm (SI<sub>320</sub> ≈ 1), whereas condensation, benzylic oxidation, and extended π-conjugation depress SI<sub>320</sub>. As a ratio, SI<sub>320</sub> is concentration-independent within the Beer-Lambert regime and can be profiled across the chromatogram to yield SI<sub>320</sub>(<i>M</i>) profiles, with <i>M</i> denoting apparent molar mass. SI<sub>320</sub>(<i>M</i>) profiles report directly on the formation of chromophores associated with catalyst ageing across the lignin apparent-<i>M</i> distribution. Utilising post-consumer cardboard as a substrate, we tracked RCF over RANEY<sup>®</sup> Ni across multiple recycling runs. A comparative analysis of fresh and recycled catalysts revealed systematic SI<sub>320</sub> downshifts in oligomer fractions, indicating chromophore accumulation well before changes in bulk yield of low <i>M</i> products become evident. Linear regression of SI<sub>320</sub>(<i>M</i>) mean values (<i>r</i><sup>2</sup> = 0.95) enables a practical estimate of catalyst life. Under our conditions, it is estimated that RANEY<sup>®</sup> Ni can sustain lignin stabilisation for up to 15 runs of catalyst use (<i>ca.</i> 45 h operation), after which the chromophore density approaches that of organosolv lignin. Our findings reframe UV-Vis spectroscopy from a simple detection method for GPC analysis into a diagnostic platform of lignin-first catalysis. By funnelling apparent-<i>M</i>-resolved spectra into a simple index, GPC-UV-Vis enables rapid, non-destructive monitoring of catalyst performance, supports optimisation of RCF conditions and recycling protocols, and highlights the stabilising action of hydrogen-transfer catalysis. In the broader context, the approach is general to diverse feedstocks, catalysts, and lignin-first modalities, offering a practical route to correlate catalyst ageing with product quality and to guide development of durable, robust catalysts for circular economy and lignin valorisation.</p>","PeriodicalId":76,"journal":{"name":"Faraday Discussions","volume":" ","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12462285/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Faraday Discussions","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1039/d5fd00109a","RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Catalyst stability is central to the viability of lignin-first biorefineries, yet conventional characterisation often fails to detect the subtle deactivation processes that govern product quality. Here, we demonstrate that ultraviolet-visible (UV-Vis) spectroscopy, when combined with gel permeation chromatography (GPC), can serve as a sensitive diagnostic tool for detecting catalyst performance decline in Reductive Catalytic Fractionation (RCF). We introduce a concentration-independent spectral index (SI320), derived from the absorbance ratio at 280 and 320 nm, given by SI320 = 1 - A320/A280. Native-like lignins show negligible absorbance at 320 nm (SI320 ≈ 1), whereas condensation, benzylic oxidation, and extended π-conjugation depress SI320. As a ratio, SI320 is concentration-independent within the Beer-Lambert regime and can be profiled across the chromatogram to yield SI320(M) profiles, with M denoting apparent molar mass. SI320(M) profiles report directly on the formation of chromophores associated with catalyst ageing across the lignin apparent-M distribution. Utilising post-consumer cardboard as a substrate, we tracked RCF over RANEY® Ni across multiple recycling runs. A comparative analysis of fresh and recycled catalysts revealed systematic SI320 downshifts in oligomer fractions, indicating chromophore accumulation well before changes in bulk yield of low M products become evident. Linear regression of SI320(M) mean values (r2 = 0.95) enables a practical estimate of catalyst life. Under our conditions, it is estimated that RANEY® Ni can sustain lignin stabilisation for up to 15 runs of catalyst use (ca. 45 h operation), after which the chromophore density approaches that of organosolv lignin. Our findings reframe UV-Vis spectroscopy from a simple detection method for GPC analysis into a diagnostic platform of lignin-first catalysis. By funnelling apparent-M-resolved spectra into a simple index, GPC-UV-Vis enables rapid, non-destructive monitoring of catalyst performance, supports optimisation of RCF conditions and recycling protocols, and highlights the stabilising action of hydrogen-transfer catalysis. In the broader context, the approach is general to diverse feedstocks, catalysts, and lignin-first modalities, offering a practical route to correlate catalyst ageing with product quality and to guide development of durable, robust catalysts for circular economy and lignin valorisation.