首页 > 最新文献

Reaction Chemistry & Engineering最新文献

英文 中文
Expanding analytical horizons: 3D HPLC calibration surfaces for micromole scale self-optimizing flow reactors† 拓展分析视野:微摩尔级自优化流动反应器的三维高效液相色谱校准面
IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-06-03 DOI: 10.1039/D3RE00559C
Maëva Vallet, Daniel Cortés-Borda and François-Xavier Felpin

In this paper, we use the concept of the HPLC 3D calibration surface for evaluating reaction performance in micromole scale self-optimizing flow systems. This approach enables comparing the analyte and internal standard relative levels for a wide range of internal standard concentrations. This approach considers fluctuations in response factors and potential nonlinearities in the Beer–Lambert law, which arise from performing HPLC analyses at different concentration ranges. The concept is validated by constructing a calibration surface for a formal [3 + 3] cycloaddition. The robustness of the 3D calibration surface is assessed in an autonomous flow self-optimization in a non-steady-state regime, where a standard 2D calibration curve produces inconsistent results due to variable concentration HPLC injections.

在本文中,我们利用高效液相色谱三维校准面的概念来评估微摩尔级自优化流动系统中的反应性能。这种方法可以比较各种内标浓度下的分析物和内标相对水平。这种方法考虑了在不同浓度范围内进行高效液相色谱分析时产生的响应因子波动和比尔-朗伯定律的潜在非线性。通过构建形式[3 + 3]环加成的校准面,验证了这一概念。在非稳态条件下,标准二维校准曲线会因 HPLC 进样浓度的变化而产生不一致的结果。
{"title":"Expanding analytical horizons: 3D HPLC calibration surfaces for micromole scale self-optimizing flow reactors†","authors":"Maëva Vallet, Daniel Cortés-Borda and François-Xavier Felpin","doi":"10.1039/D3RE00559C","DOIUrl":"10.1039/D3RE00559C","url":null,"abstract":"<p >In this paper, we use the concept of the HPLC 3D calibration surface for evaluating reaction performance in micromole scale self-optimizing flow systems. This approach enables comparing the analyte and internal standard relative levels for a wide range of internal standard concentrations. This approach considers fluctuations in response factors and potential nonlinearities in the Beer–Lambert law, which arise from performing HPLC analyses at different concentration ranges. The concept is validated by constructing a calibration surface for a formal [3 + 3] cycloaddition. The robustness of the 3D calibration surface is assessed in an autonomous flow self-optimization in a non-steady-state regime, where a standard 2D calibration curve produces inconsistent results due to variable concentration HPLC injections.</p>","PeriodicalId":101,"journal":{"name":"Reaction Chemistry & Engineering","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141253087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Insights into performances of magnetic and bio-based doped-nanohydroxyapatites as water decontamination agents 磁性和生物基掺杂纳米羟基磷灰石作为水净化剂的性能透视
IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-05-29 DOI: 10.1039/D4RE00160E
Maria Laura Tummino, Giuliana Magnacca, Monica Rigoletto, Mery Malandrino, Claudia Vineis and Enzo Laurenti

Hydroxyapatite, a mineral from the apatite group, is widely distributed in living organisms and largely studied because of its many properties, including the adsorption of many different substances. In this work, two functionalized nanohydroxyapatites were synthesized starting from their precursors (calcium hydroxide and phosphoric acid) in the presence of Fe(II)/(III) ions and bio-based substances (BBS) isolated from green compost. The products were characterized with different techniques (nitrogen adsorption/desorption, ATR-FTIR, XRD, TGA and ζ-potential measurements) and compared to nanohydroxyapatite obtained without further functionalization. The ability of these materials to remove different water pollutants by adsorption was tested using two organic dyes (crystal violet and methyl orange) and four inorganic ions, Al(III), Cr(III), Ni(II) and As(V), characterized by different ionic charges, dimensions and nature. Moreover, for the same purpose, the antibacterial properties of iron- and iron/BBS-added materials were also tested. The result showed the effective adsorption capability of the materials, in particular with respect to crystal violet, Al(III) and Cr(III), and an enhancement of adsorption capacity with respect to all the adsorbates after functionalization. Finally, the tests towards Staphylococcus aureus and Escherichia coli showed high antimicrobial activity for the bare nanohydroxyapatite samples, whereas the doping with iron and BBS or the high-temperature treatment remarkably impacted this capacity depending on the bacterial strain to eliminate.

羟基磷灰石是磷灰石类的一种矿物,广泛分布于生物体内,由于其具有多种特性,包括对多种不同物质的吸附性,因此被广泛研究。在这项研究中,我们以羟基磷灰石的前体(氢氧化钙和磷酸)为原料,在铁(II)/(III)离子和从绿色堆肥中分离出来的生物基物质(BBS)的作用下,合成了两种功能化纳米羟基磷灰石。利用不同的技术(氮吸附/解吸、ATR-FTIR、XRD 和 ζ 电位测量)对产品进行了表征,并与未进一步功能化的纳米羟基磷灰石进行了比较。使用两种有机染料(水晶紫和甲基橙)和四种无机离子(Al(III)、Cr(III)、Ni(II)和As(V))测试了这些材料通过吸附去除不同水污染物的能力。此外,出于同样的目的,还测试了添加铁和铁/BBS 的材料的抗菌性能。结果表明,所有材料都具有有效的吸附能力,尤其是对结晶紫、铝(III)和铬(III)的吸附能力。最后,对金黄色葡萄球菌和大肠杆菌的测试表明,裸纳米羟基磷灰石样品具有很高的抗菌活性,而铁和 BBS 的掺杂或高温处理会显著影响这种能力,这取决于要消除的细菌菌株。
{"title":"Insights into performances of magnetic and bio-based doped-nanohydroxyapatites as water decontamination agents","authors":"Maria Laura Tummino, Giuliana Magnacca, Monica Rigoletto, Mery Malandrino, Claudia Vineis and Enzo Laurenti","doi":"10.1039/D4RE00160E","DOIUrl":"10.1039/D4RE00160E","url":null,"abstract":"<p >Hydroxyapatite, a mineral from the apatite group, is widely distributed in living organisms and largely studied because of its many properties, including the adsorption of many different substances. In this work, two functionalized nanohydroxyapatites were synthesized starting from their precursors (calcium hydroxide and phosphoric acid) in the presence of Fe(<small>II</small>)/(<small>III</small>) ions and bio-based substances (BBS) isolated from green compost. The products were characterized with different techniques (nitrogen adsorption/desorption, ATR-FTIR, XRD, TGA and <em>ζ</em>-potential measurements) and compared to nanohydroxyapatite obtained without further functionalization. The ability of these materials to remove different water pollutants by adsorption was tested using two organic dyes (crystal violet and methyl orange) and four inorganic ions, Al(<small>III</small>), Cr(<small>III</small>), Ni(<small>II</small>) and As(<small>V</small>), characterized by different ionic charges, dimensions and nature. Moreover, for the same purpose, the antibacterial properties of iron- and iron/BBS-added materials were also tested. The result showed the effective adsorption capability of the materials, in particular with respect to crystal violet, Al(<small>III</small>) and Cr(<small>III</small>), and an enhancement of adsorption capacity with respect to all the adsorbates after functionalization. Finally, the tests towards <em>Staphylococcus aureus</em> and <em>Escherichia coli</em> showed high antimicrobial activity for the bare nanohydroxyapatite samples, whereas the doping with iron and BBS or the high-temperature treatment remarkably impacted this capacity depending on the bacterial strain to eliminate.</p>","PeriodicalId":101,"journal":{"name":"Reaction Chemistry & Engineering","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2024/re/d4re00160e?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141195375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of a solid-compatible continuous flow reactor for the paraformaldehyde slurry mediated α-hydroxymethylation of methyl vinyl ketone† 为副甲醛淤浆介导的甲基乙烯基酮𝛼-羟甲基化反应开发固体兼容型连续流反应器
IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-05-29 DOI: 10.1039/D4RE00220B
Bavo Vandekerckhove, Lise Van Coillie, Bert Metten, Thomas S. A. Heugebaert and Christian V. Stevens

The α-hydroxymethylation reactions hold a significant position within the pharmaceutical industry due to their intriguing nature. Despite numerous reported methods, they often entail prolonged reaction times and moderate yields. Moreover, the prevalent use of aqueous formaldehyde restricts the applicability of this chemistry to water-compatible substrates. Gaseous formaldehyde remains largely avoided due to its toxicity, hazards, and requirement for substantial excess. Within this context, paraformaldehyde emerges as a promising alternative for the C1 building block, offering safety and ease of handling. Continuous flow methodology is employed to facilitate the in situ depolymerization of paraformaldehyde under optimized conditions, enabling direct utilization of the released formaldehyde gas. This research explores the use of a paraformaldehyde slurry in continuous flow for α-hydroxymethylation reactions, with methyl vinyl ketone serving as a proof-of-concept substrate. A solid-compatible continuous flow reactor was self-constructed and the hydroxymethylation of methyl vinyl ketone could successfully be optimised, resulting in a STY of 2040 kg h−1 m−3.

𝛼-羟甲基化反应因其引人入胜的性质而在制药业中占有重要地位。尽管已报道的方法很多,但这些方法往往需要较长的反应时间和较低的产率。此外,水性甲醛的普遍使用限制了这种化学反应对水兼容底物的适用性。气态甲醛由于其毒性、危害性和需要大量过量,在很大程度上仍被避免使用。在这种情况下,多聚甲醛成为 C1 构建模块的一种有前途的替代品,既安全又易于处理。本研究采用连续流方法,在优化的条件下促进多聚甲醛的原位解聚,从而直接利用释放出的甲醛气体。本研究以甲基乙烯基酮为概念验证底物,探索在连续流中使用多聚甲醛浆料进行𝛼-羟甲基化反应。我们自行建造了一个固体兼容的连续流反应器,并成功优化了甲基乙烯酮的羟甲基化反应,使 STY 达到 2040 kg h-1 m-3。
{"title":"Development of a solid-compatible continuous flow reactor for the paraformaldehyde slurry mediated α-hydroxymethylation of methyl vinyl ketone†","authors":"Bavo Vandekerckhove, Lise Van Coillie, Bert Metten, Thomas S. A. Heugebaert and Christian V. Stevens","doi":"10.1039/D4RE00220B","DOIUrl":"10.1039/D4RE00220B","url":null,"abstract":"<p >The α-hydroxymethylation reactions hold a significant position within the pharmaceutical industry due to their intriguing nature. Despite numerous reported methods, they often entail prolonged reaction times and moderate yields. Moreover, the prevalent use of aqueous formaldehyde restricts the applicability of this chemistry to water-compatible substrates. Gaseous formaldehyde remains largely avoided due to its toxicity, hazards, and requirement for substantial excess. Within this context, paraformaldehyde emerges as a promising alternative for the C1 building block, offering safety and ease of handling. Continuous flow methodology is employed to facilitate the <em>in situ</em> depolymerization of paraformaldehyde under optimized conditions, enabling direct utilization of the released formaldehyde gas. This research explores the use of a paraformaldehyde slurry in continuous flow for α-hydroxymethylation reactions, with methyl vinyl ketone serving as a proof-of-concept substrate. A solid-compatible continuous flow reactor was self-constructed and the hydroxymethylation of methyl vinyl ketone could successfully be optimised, resulting in a STY of 2040 kg h<small><sup>−1</sup></small> m<small><sup>−3</sup></small>.</p>","PeriodicalId":101,"journal":{"name":"Reaction Chemistry & Engineering","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2024/re/d4re00220b?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141195366","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Water-assisted ketonization of methyl palmitate to palmitone over metal incorporated TiO2 catalysts† 在掺入金属的 TiO2 催化剂上水助酮化棕榈酸甲酯生成棕榈酮
IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-05-28 DOI: 10.1039/D4RE00111G
Jetsadagorn Pittayatornkul, Tosapol Maluangnont, Siriporn Jongpatiwut, Piyasan Praserthdam, Makoto Ogawa and Tawan Sooknoi

Ketonization of methyl palmitate to palmitone, a bio-lube precursor, was investigated over noble metal (Pt, Ru, and Pd) incorporated TiO2 catalysts in the presence of water under an atmospheric H2/N2 flow. Methyl palmitate underwent hydrolysis to palmitic acid that ketonized to palmitone over Lewis Ti3+ sites. The water co-feeding also suppressed hydrodeoxygenation of methyl palmitate and palmitone cracking leading to high palmitone selectivity. The incorporated metals facilitated H2 dissociation/spillover on TiO2 which generated more Lewis Ti3+ sites for higher ketonization activity. At 400 °C, 0.5Pd/TiO2 provided ∼90% conversion with >85% palmitone selectivity and >25 h stability, due to its efficient H2 dissociation/spillover to continually recover Lewis Ti3+ sites. Meanwhile 0.5Pt/TiO2 promoted excessive hydrodeoxygenation, leading to the deactivation from CO poisoning at the metallic Pt sites. The findings of this study offer a sustainable approach for the selective production of bio-lube precursors from renewable fatty acid methyl esters.

研究了在大气 H2/N2 流动条件下,在含有贵金属(铂、钌和钯)的二氧化钛催化剂上将棕榈酸甲酯酮化为棕榈酮(一种生物润滑油前体)的过程。棕榈酸甲酯水解为棕榈酸,棕榈酸在路易斯 Ti3+ 位点上酮化为棕榈酮。水的共同作用还抑制了棕榈酸甲酯的加氢脱氧和棕榈酮的裂解,从而实现了较高的棕榈酮选择性。加入的金属促进了二氧化钛上的 H2 解离/溢出,从而产生了更多的 Lewis Ti3+ 位点,提高了酮化活性。在 400 ˚C,0.5Pd/TiO2 的转化率约为 90%,棕榈酮选择性为 85%,稳定性为 25 小时。而 0.5Pt/TiO2 则促进了过度的氢脱氧,导致金属铂位点因 CO 中毒而失活。本研究的结果为从可再生脂肪酸甲酯中选择性生产生物润滑油前体提供了一种可持续的方法。
{"title":"Water-assisted ketonization of methyl palmitate to palmitone over metal incorporated TiO2 catalysts†","authors":"Jetsadagorn Pittayatornkul, Tosapol Maluangnont, Siriporn Jongpatiwut, Piyasan Praserthdam, Makoto Ogawa and Tawan Sooknoi","doi":"10.1039/D4RE00111G","DOIUrl":"10.1039/D4RE00111G","url":null,"abstract":"<p >Ketonization of methyl palmitate to palmitone, a bio-lube precursor, was investigated over noble metal (Pt, Ru, and Pd) incorporated TiO<small><sub>2</sub></small> catalysts in the presence of water under an atmospheric H<small><sub>2</sub></small>/N<small><sub>2</sub></small> flow. Methyl palmitate underwent hydrolysis to palmitic acid that ketonized to palmitone over Lewis Ti<small><sup>3+</sup></small> sites. The water co-feeding also suppressed hydrodeoxygenation of methyl palmitate and palmitone cracking leading to high palmitone selectivity. The incorporated metals facilitated H<small><sub>2</sub></small> dissociation/spillover on TiO<small><sub>2</sub></small> which generated more Lewis Ti<small><sup>3+</sup></small> sites for higher ketonization activity. At 400 °C, 0.5Pd/TiO<small><sub>2</sub></small> provided ∼90% conversion with &gt;85% palmitone selectivity and &gt;25 h stability, due to its efficient H<small><sub>2</sub></small> dissociation/spillover to continually recover Lewis Ti<small><sup>3+</sup></small> sites. Meanwhile 0.5Pt/TiO<small><sub>2</sub></small> promoted excessive hydrodeoxygenation, leading to the deactivation from CO poisoning at the metallic Pt sites. The findings of this study offer a sustainable approach for the selective production of bio-lube precursors from renewable fatty acid methyl esters.</p>","PeriodicalId":101,"journal":{"name":"Reaction Chemistry & Engineering","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141165586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Molybdenum oxide with a varied valency ratio to enable selective d-galactose epimerization to d-talose† 具有不同价比的氧化钼,可选择性地将 D-半乳糖表聚为 D-塔罗糖
IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-05-28 DOI: 10.1039/D4RE00076E
Bhawana Devi, Senthil Murugan Arumugam, Ravi Kumar Kunchala, Paramdeep Kaur, Sangeeta Mahala and Sasikumar Elumalai

D-Talose, classified as a rare and expensive sugar molecule, is gaining attraction due to its antimicrobial and anti-inflammatory properties. Its production is widely investigated by adopting biological enzymes, which is costly. However, alternative chemical methodologies have reported its formation as a side product and in minor amounts. We report for the first time its significant synthesis using D-galactose (which comprises whey and hemicellulose) by employing a finely tuned molybdenum oxide (MoO3) solid acid catalyst. The nitric acid treatment of MoO3 modulated the valency ratio in Mo species (Mo5+/6+), resulting in an improved Lewis acidity with up to 199 μmol g−1 acidic sites and porosity of up to 48% relative to the pristine MoO3, attributed to the generated oxygen vacancies. Combined together these have assisted in an augmented D-talose synthesis with as high as 25% yield, 70% selectivity and 98% carbon balance in a water medium under modest reaction conditions (120 °C and 30 min). As proposed, Mo's interaction with D-galactose to form a Mo–sugar complex has influenced the C1–C2 carbon shift to yield D-talose. Furthermore, the typical isotopic labelling NMR characterization has confirmed the Bílik mechanism of C2-galactose epimerization. Overall, the heterogeneous catalytic setup represents a sustainable and feasible method for producing rare sugar for food additive and pharma applications.

D-Talose 是一种稀有而昂贵的糖分子,因其具有抗菌和消炎特性而备受青睐。迄今为止,人们广泛研究通过生物酶生产 D-塔罗糖,但这种方法成本高昂。然而,有报告称,替代化学方法只能生成少量的副产品。我们首次报道了使用精细调节的氧化钼(MoO3)固体酸催化剂,利用 D-半乳糖(由乳清和半纤维素组成)合成 D-半乳糖的重大进展。经过硝酸处理的 MoO3 调节了钼物种(Mo5+/6+)的价比,与原始 MoO3 相比,酸性位点的路易斯酸度提高到 199 µmol/g,孔隙率提高到 48%,这归功于产生的氧空位。这些因素结合在一起,有助于在适度的反应条件(120 °C、30 分钟)下,在水介质中提高 D-Talose 的合成率,其产率高达 25%,选择性高达 70%,碳平衡高达 98%。正如所提出的,钼与 D-半乳糖相互作用形成的钼-糖复合物影响了 C1-C2 碳转移,从而产生了 D-塔罗糖。此外,典型的同位素标记核磁共振表征也证实了 C2-半乳糖表聚的 Bílik 机制。总之,这种异相催化装置是生产稀有糖的一种可持续的可行方法,可用于食品添加剂和制药领域。
{"title":"Molybdenum oxide with a varied valency ratio to enable selective d-galactose epimerization to d-talose†","authors":"Bhawana Devi, Senthil Murugan Arumugam, Ravi Kumar Kunchala, Paramdeep Kaur, Sangeeta Mahala and Sasikumar Elumalai","doi":"10.1039/D4RE00076E","DOIUrl":"10.1039/D4RE00076E","url":null,"abstract":"<p > <small>D</small>-Talose, classified as a rare and expensive sugar molecule, is gaining attraction due to its antimicrobial and anti-inflammatory properties. Its production is widely investigated by adopting biological enzymes, which is costly. However, alternative chemical methodologies have reported its formation as a side product and in minor amounts. We report for the first time its significant synthesis using <small>D</small>-galactose (which comprises whey and hemicellulose) by employing a finely tuned molybdenum oxide (MoO<small><sub>3</sub></small>) solid acid catalyst. The nitric acid treatment of MoO<small><sub>3</sub></small> modulated the valency ratio in Mo species (Mo<small><sup>5+/6+</sup></small>), resulting in an improved Lewis acidity with up to 199 μmol g<small><sup>−1</sup></small> acidic sites and porosity of up to 48% relative to the pristine MoO<small><sub>3</sub></small>, attributed to the generated oxygen vacancies. Combined together these have assisted in an augmented <small>D</small>-talose synthesis with as high as 25% yield, 70% selectivity and 98% carbon balance in a water medium under modest reaction conditions (120 °C and 30 min). As proposed, Mo's interaction with <small>D</small>-galactose to form a Mo–sugar complex has influenced the C1–C2 carbon shift to yield <small>D</small>-talose. Furthermore, the typical isotopic labelling NMR characterization has confirmed the Bílik mechanism of C2-galactose epimerization. Overall, the heterogeneous catalytic setup represents a sustainable and feasible method for producing rare sugar for food additive and pharma applications.</p>","PeriodicalId":101,"journal":{"name":"Reaction Chemistry & Engineering","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141195341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modulation of support properties in flower-like Pt/Al2O3 nanosheet catalysts for dehydrogenation of cycloalkanes† 花朵状 Pt/Al2O3 纳米片催化剂在环烷烃脱氢过程中的支撑特性调控
IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-05-27 DOI: 10.1039/D4RE00197D
Mengmeng Zhu, Gang Hou, Chaoran He, Sibao Liu and Guozhu Liu

Dehydrogenation of cycloalkanes derived from plastic waste presents an attractive approach for hydrogen production and plastic waste valorization. In this study, we developed Pt/Al2O3 nanosheet catalysts with tailored support properties by adjusting the calcination temperature. Comprehensive characterization of the catalysts revealed that the support properties, including crystal phase, surface area, acid sites, hydroxyl groups, and defect sites, were modulated by increasing the heat treatment temperature. Consequently, these variations led to differences in Pt particle size, dispersion, and the chemical environment of active sites on the resulting Pt/Al2O3 catalysts. The catalytic dehydrogenation of methylcyclohexane exhibited a volcano-like trend in terms of catalytic activities, while the stability of the catalyst showed a concave relationship with increasing calcination temperature. The Pt/Al2O3-700 nanosheet catalyst, prepared using a support calcined at 700 °C, exhibited exceptional catalytic activity and stability. It achieved a remarkable hydrogen production rate of 3402 mmol gPt−1 min−1 at 350 °C, surpassing most Pt-based catalysts reported in the literature. In addition, this catalyst is also effective for the dehydrogenation of plastic waste derived 1,4-dimethylcyclohexane and 1,3-dimethylcyclohexane. The catalytic activity is strongly influenced by factors such as surface area, Pt particle size, the fraction of surface Pt0 species, and the electronic density of surface Pt species. On the other hand, the stability of this catalyst is closely associated with acid sites and hydroxyl groups present on the Al2O3 support. The superior performance observed in the Pt/Al2O3-700 catalyst can be attributed to its optimal combination of factors including a high surface area, an appropriate particle size of 1.4 nm, a desirable amount of metallic Pt species on the surface, and a moderate electron density of surface Pt species that provide a balance between accessible active sites and toluene desorption. Furthermore, its excellent stability can be attributed to an optimal ratio between acid sites and hydroxyl groups that effectively inhibit coke formation and sintering of Pt nanoparticles. This study emphasizes the importance of regulating a rational support with optimal properties to enhance the catalytic efficiency for cycloalkane dehydrogenation.

从塑料废弃物中提取的环烷烃的脱氢反应为制氢和塑料废弃物的增值提供了一种极具吸引力的方法。在本研究中,我们通过调节煅烧温度,开发出了具有定制支撑特性的 Pt/Al2O3 纳米片催化剂。催化剂的全面表征表明,催化剂的支撑特性,包括晶相、比表面积、酸性位点、羟基和缺陷位点,会随着热处理温度的升高而改变。因此,这些变化导致生成的 Pt/Al2O3 催化剂上的铂粒度、分散性和活性位点的化学环境不同。甲基环己烷的催化脱氢反应在催化活性方面呈现出类似火山喷发的趋势,而催化剂的稳定性则随着煅烧温度的升高而呈凹形关系。使用 700 ℃ 煅烧的载体制备的 Pt/Al2O3-700 纳米片催化剂表现出优异的催化活性和稳定性。该催化剂在 350 ℃ 时的产氢率高达 3402 mmol gPt-1 min-1,超过了文献中报道的大多数铂基催化剂。此外,这种催化剂还能有效地对塑料废弃物衍生的 1,4 二甲基环己烷和 1,3 二甲基环己烷进行脱氢反应。催化活性受表面积、铂粒度、表面铂0的比例和表面铂的电子密度等因素的影响很大。另一方面,这种催化剂的稳定性与 Al2O3 载体上存在的酸位点和羟基密切相关。Pt/Al2O3-700 催化剂的卓越性能可归因于其各种因素的最佳组合,包括高表面积、1.4 nm 的适当粒度、表面金属铂物种的理想数量以及表面铂物种的适度电子密度,这些因素在可获得的活性位点和甲苯解吸之间实现了平衡。此外,其出色的稳定性还归功于酸性位点和羟基之间的最佳比例,这能有效抑制焦炭的形成和铂纳米粒子的烧结。这项研究强调了合理调节具有最佳特性的支持物对提高环烷烃脱氢催化效率的重要性。
{"title":"Modulation of support properties in flower-like Pt/Al2O3 nanosheet catalysts for dehydrogenation of cycloalkanes†","authors":"Mengmeng Zhu, Gang Hou, Chaoran He, Sibao Liu and Guozhu Liu","doi":"10.1039/D4RE00197D","DOIUrl":"10.1039/D4RE00197D","url":null,"abstract":"<p >Dehydrogenation of cycloalkanes derived from plastic waste presents an attractive approach for hydrogen production and plastic waste valorization. In this study, we developed Pt/Al<small><sub>2</sub></small>O<small><sub>3</sub></small> nanosheet catalysts with tailored support properties by adjusting the calcination temperature. Comprehensive characterization of the catalysts revealed that the support properties, including crystal phase, surface area, acid sites, hydroxyl groups, and defect sites, were modulated by increasing the heat treatment temperature. Consequently, these variations led to differences in Pt particle size, dispersion, and the chemical environment of active sites on the resulting Pt/Al<small><sub>2</sub></small>O<small><sub>3</sub></small> catalysts. The catalytic dehydrogenation of methylcyclohexane exhibited a volcano-like trend in terms of catalytic activities, while the stability of the catalyst showed a concave relationship with increasing calcination temperature. The Pt/Al<small><sub>2</sub></small>O<small><sub>3</sub></small>-700 nanosheet catalyst, prepared using a support calcined at 700 °C, exhibited exceptional catalytic activity and stability. It achieved a remarkable hydrogen production rate of 3402 mmol g<small><sub>Pt</sub></small><small><sup>−1</sup></small> min<small><sup>−1</sup></small> at 350 °C, surpassing most Pt-based catalysts reported in the literature. In addition, this catalyst is also effective for the dehydrogenation of plastic waste derived 1,4-dimethylcyclohexane and 1,3-dimethylcyclohexane. The catalytic activity is strongly influenced by factors such as surface area, Pt particle size, the fraction of surface Pt<small><sup>0</sup></small> species, and the electronic density of surface Pt species. On the other hand, the stability of this catalyst is closely associated with acid sites and hydroxyl groups present on the Al<small><sub>2</sub></small>O<small><sub>3</sub></small> support. The superior performance observed in the Pt/Al<small><sub>2</sub></small>O<small><sub>3</sub></small>-700 catalyst can be attributed to its optimal combination of factors including a high surface area, an appropriate particle size of 1.4 nm, a desirable amount of metallic Pt species on the surface, and a moderate electron density of surface Pt species that provide a balance between accessible active sites and toluene desorption. Furthermore, its excellent stability can be attributed to an optimal ratio between acid sites and hydroxyl groups that effectively inhibit coke formation and sintering of Pt nanoparticles. This study emphasizes the importance of regulating a rational support with optimal properties to enhance the catalytic efficiency for cycloalkane dehydrogenation.</p>","PeriodicalId":101,"journal":{"name":"Reaction Chemistry & Engineering","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141165508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Open-source 3D printed reactors for reproducible batch and continuous-flow photon-induced chemistry: design and characterization†‡ 用于可重复批量和连续流光子诱导化学的开源三维打印反应器:设计与表征
IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-05-24 DOI: 10.1039/D4RE00081A
Tom M. Masson, Stefan D. A. Zondag, Jasper H. A. Schuurmans and Timothy Noël

In both batch and continuous-flow reactor technology, reproducibility can be challenging for photochemical processes due to setup variability. One major contributor to this issue is the lack of standardized reactor solutions, particularly in academic laboratories where cost is often a prohibitive factor to purchase commercially-available reactor technology. However, advancements in 3D printing technologies and the availability of high-intensity light sources present an opportunity to develop cost-effective laboratory equipment. In this work, we present a diverse set of open-source reactor designs aimed at democratizing photochemistry while reducing the barrier of expensive technology. We introduce three new reactor designs: the UFO reactor for batch reactions, the Uflow reactor for seamless transition to flow processes, and the Fidget reactor for scale-up. After detailing the design principles and rationale behind these configurations, we characterize and evaluate their performance through simulations and experiments. These designs offer a standardized and affordable point of entry for researchers interested in exploring batch and flow photochemistry.

在间歇式和连续流反应器技术中,由于设置的可变性,光化学过程的可重复性具有挑战性。造成这一问题的一个主要原因是缺乏标准化的反应器解决方案,特别是在学术实验室中,购买市售反应器技术的成本往往是一个令人望而却步的因素。然而,3D 打印技术的进步和高强度光源的可用性为开发具有成本效益的实验室设备提供了机会。在这项工作中,我们提出了一套多样化的开源反应器设计,旨在实现光化学的民主化,同时降低昂贵技术的门槛。我们介绍了三种新的反应器设计:用于批量反应的 UFO 反应器、用于无缝过渡到流动过程的 Uflow 反应器以及用于放大的 Fidget 反应器。在详细介绍了这些配置背后的设计原理和基本原理后,我们通过模拟和实验对其性能进行了描述和评估。这些设计为有兴趣探索间歇式和流动式光化学的研究人员提供了一个标准化且经济实惠的切入点。
{"title":"Open-source 3D printed reactors for reproducible batch and continuous-flow photon-induced chemistry: design and characterization†‡","authors":"Tom M. Masson, Stefan D. A. Zondag, Jasper H. A. Schuurmans and Timothy Noël","doi":"10.1039/D4RE00081A","DOIUrl":"10.1039/D4RE00081A","url":null,"abstract":"<p >In both batch and continuous-flow reactor technology, reproducibility can be challenging for photochemical processes due to setup variability. One major contributor to this issue is the lack of standardized reactor solutions, particularly in academic laboratories where cost is often a prohibitive factor to purchase commercially-available reactor technology. However, advancements in 3D printing technologies and the availability of high-intensity light sources present an opportunity to develop cost-effective laboratory equipment. In this work, we present a diverse set of open-source reactor designs aimed at democratizing photochemistry while reducing the barrier of expensive technology. We introduce three new reactor designs: the UFO reactor for batch reactions, the Uflow reactor for seamless transition to flow processes, and the Fidget reactor for scale-up. After detailing the design principles and rationale behind these configurations, we characterize and evaluate their performance through simulations and experiments. These designs offer a standardized and affordable point of entry for researchers interested in exploring batch and flow photochemistry.</p>","PeriodicalId":101,"journal":{"name":"Reaction Chemistry & Engineering","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2024/re/d4re00081a?page=search","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141151778","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Green and low-cost synthesis of zeolites from kaolin: a promising technology or a delusion? 从高岭土中绿色、低成本地合成沸石:一项前景广阔的技术还是一种幻想?
IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-05-24 DOI: 10.1039/D4RE00115J
Ivan M. Zdretsov and Andrey M. Gerasimov

Aluminosilicate zeolites are indispensable in many branches of the chemical industry. Conventionally, they are synthesised by the hydrothermal method from pure sources of SiO2 and Al2O3, whose production is relatively expensive and associated with waste generation. Recently, there has been a growing interest in kaolin as a low-cost alternative natural raw material for zeolite synthesis. In this case, the synthesis route includes kaolin pretreatment steps. For the development of feasible technology, it is necessary to have insight into new and basic synthesis steps and prove that the kaolin-based process is really green and low-cost. These aspects are often silent in research papers, which makes one doubt the idea. We have conducted an extensive literature review to fill these gaps. Collected data has been systematised and put in an easy-to-compare form. Synthesis routes from the literature have been divided into separate steps (grinding and screening, purification, metakaolinisation, alkali fusion, dealumination, hydrothermal process) to elucidate their conditions, theoretical basis and mechanisms, research progress, effect on the overall process, and compliance with economic and environmental requirements. It has turned out that alkali fusion is impracticable, and dealumination is not industrially applicable economically and environmentally (additional SiO2 is a feasible alternative). The other steps are essential. As a result, we have found that the synthesis of only low-silica zeolites can be considered green and low-cost. So, involved researchers should focus on this direction. Also, the review provides in-depth details about hydrothermal synthesis and may become information support for any researchers studying zeolite synthesis.

铝硅酸盐沸石在化学工业的许多领域都是不可或缺的。传统的沸石合成方法是通过水热法从纯净的 SiO2 和 Al2O3 原料中提取沸石。最近,人们对高岭土作为沸石合成的低成本天然替代原料的兴趣日益浓厚。在这种情况下,合成路线包括高岭土预处理步骤。为了开发可行的技术,有必要深入了解新的基本合成步骤,并证明基于高岭土的工艺确实是绿色低成本的。这些方面在研究论文中往往只字未提,这不禁让人产生怀疑。为了填补这些空白,我们进行了广泛的文献综述。我们对收集到的数据进行了系统整理,并以易于比较的形式进行了归纳。文献中的合成路线被划分为不同的步骤(研磨和筛选、提纯、偏高岭土化、碱熔、脱硫、水热过程),以阐明其条件、理论基础和机制、研究进展、对整个过程的影响以及是否符合经济和环境要求。结果表明,碱熔化是不可行的,而脱烷法在经济和环境方面也不适合工业应用(额外的二氧化硅是一种可行的替代方法)。其他步骤是必不可少的。因此,我们发现只有低硅沸石的合成才是绿色和低成本的。因此,相关研究人员应关注这一方向。此外,这篇综述还提供了有关水热合成的深入细节,可为任何研究沸石合成的研究人员提供信息支持。
{"title":"Green and low-cost synthesis of zeolites from kaolin: a promising technology or a delusion?","authors":"Ivan M. Zdretsov and Andrey M. Gerasimov","doi":"10.1039/D4RE00115J","DOIUrl":"10.1039/D4RE00115J","url":null,"abstract":"<p >Aluminosilicate zeolites are indispensable in many branches of the chemical industry. Conventionally, they are synthesised by the hydrothermal method from pure sources of SiO<small><sub>2</sub></small> and Al<small><sub>2</sub></small>O<small><sub>3</sub></small>, whose production is relatively expensive and associated with waste generation. Recently, there has been a growing interest in kaolin as a low-cost alternative natural raw material for zeolite synthesis. In this case, the synthesis route includes kaolin pretreatment steps. For the development of feasible technology, it is necessary to have insight into new and basic synthesis steps and prove that the kaolin-based process is really green and low-cost. These aspects are often silent in research papers, which makes one doubt the idea. We have conducted an extensive literature review to fill these gaps. Collected data has been systematised and put in an easy-to-compare form. Synthesis routes from the literature have been divided into separate steps (grinding and screening, purification, metakaolinisation, alkali fusion, dealumination, hydrothermal process) to elucidate their conditions, theoretical basis and mechanisms, research progress, effect on the overall process, and compliance with economic and environmental requirements. It has turned out that alkali fusion is impracticable, and dealumination is not industrially applicable economically and environmentally (additional SiO<small><sub>2</sub></small> is a feasible alternative). The other steps are essential. As a result, we have found that the synthesis of only low-silica zeolites can be considered green and low-cost. So, involved researchers should focus on this direction. Also, the review provides in-depth details about hydrothermal synthesis and may become information support for any researchers studying zeolite synthesis.</p>","PeriodicalId":101,"journal":{"name":"Reaction Chemistry & Engineering","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141151775","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Core–shell Pd(0)@His-SiO2/CoFe2O4 nano-composite as a magnetically recoverable heterogeneous catalyst for the deprotection of oximes and Heck coupling† 核壳 Pd(0)@His-SiO2/CoFe2O4 纳米复合材料作为磁性可回收异相催化剂用于肟的脱保护和赫克偶联
IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-05-23 DOI: 10.1039/D4RE00060A
Vrinda Sharma, Anu Choudhary, Surbhi Sharma, Gunjan Vaid and Satya Paul

With the advent of nanotechnology, the rational engineering of core–shell nanostructure-based catalysts has received significant attention owing to their potential for exhibiting unique properties such as durability, structural flexibility, and porous shell adaptability. In this study, we designed a magnetic core–shell based heterogeneous nanocatalyst [Pd(0)@His-SiO2/CoFe2O4] comprising a histidine functionalized silica supported cobalt ferrite core encapsulated with a Pd(0) nanoparticle shell. Cobalt ferrite was synthesized using a hydrothermal process and modified with silica to obtain homogeneous dispersion and a dense structure as well as to prevent self-agglomeration in the core. Further, the core moiety was functionalized using a non-toxic amine linker, i.e. histidine, which acts as a robust anchor for holding the Pd(0) shell. The catalytic activity of Pd(0)@His-SiO2/CoFe2O4 was evaluated for the oxidative deprotection of oximes and Heck coupling, and excellent results were obtained with high recyclability of the catalyst. Comparative study showed that the Pd(0) nanoparticle shell is the active species and the cobalt ferrite core plays a promotional role. XPS showed the existence of synergism between the core and the shell, suggesting that the electron density was drifted from the cobalt ferrite core towards the Pd(0) shell, which could be the reason for its enhanced catalytic performance. VSM demonstrated high saturation magnetization in both fresh and reused catalysts, which facilitates the separation of the catalyst from the reaction mixture. Thus the proposed approach based on the core–shell nanostructure provides a useful platform for the fabrication of an active metal such as Pd(0) with easy accessibility, excellent activity and convenient recovery.

随着纳米技术的发展,基于核壳纳米结构的催化剂的合理工程设计受到了广泛关注,因为它们具有耐久性、结构灵活性、多孔壳适应性等独特性能。在本研究中,我们设计了一种基于核壳的磁性异相纳米催化剂 [Pd(0)@His-SiO2/CoFe2O4],它由组氨酸官能化二氧化硅支撑的钴铁氧体内核和 Pd(0) 纳米粒子外壳组成。钴铁氧体采用水热法合成,并用二氧化硅进行改性,以获得均匀的分散性和致密的结构,并防止在核心中自团聚。此外,还使用无毒的组氨酸胺连接剂对核心分子进行了功能化处理,使其成为固定钯(0)外壳的坚固锚。评估了 Pd(0)@His-SiO2/CoFe2O4 在肟氧化脱保护和 Heck 偶联方面的催化活性。比较研究表明,钯(0)纳米颗粒外壳是活性物种,而钴铁氧体内核则起促进作用。XPS 显示核心和外壳之间存在协同作用,即电子密度从钴铁氧体核心向 Pd(0) 外壳漂移,这可能是其催化性能增强的原因。VSM 显示了新催化剂和重复使用催化剂的高饱和磁化率,这有利于催化剂从反应混合物中分离出来。上述基于核壳纳米结构的方法为制备像 Pd(0)这样的活性金属提供了一个有用的平台,这种催化剂易于获得、活性优异且便于回收。
{"title":"Core–shell Pd(0)@His-SiO2/CoFe2O4 nano-composite as a magnetically recoverable heterogeneous catalyst for the deprotection of oximes and Heck coupling†","authors":"Vrinda Sharma, Anu Choudhary, Surbhi Sharma, Gunjan Vaid and Satya Paul","doi":"10.1039/D4RE00060A","DOIUrl":"10.1039/D4RE00060A","url":null,"abstract":"<p >With the advent of nanotechnology, the rational engineering of core–shell nanostructure-based catalysts has received significant attention owing to their potential for exhibiting unique properties such as durability, structural flexibility, and porous shell adaptability. In this study, we designed a magnetic core–shell based heterogeneous nanocatalyst [Pd(0)@His-SiO<small><sub>2</sub></small>/CoFe<small><sub>2</sub></small>O<small><sub>4</sub></small>] comprising a histidine functionalized silica supported cobalt ferrite core encapsulated with a Pd(0) nanoparticle shell. Cobalt ferrite was synthesized using a hydrothermal process and modified with silica to obtain homogeneous dispersion and a dense structure as well as to prevent self-agglomeration in the core. Further, the core moiety was functionalized using a non-toxic amine linker, <em>i.e.</em> histidine, which acts as a robust anchor for holding the Pd(0) shell. The catalytic activity of Pd(0)@His-SiO<small><sub>2</sub></small>/CoFe<small><sub>2</sub></small>O<small><sub>4</sub></small> was evaluated for the oxidative deprotection of oximes and Heck coupling, and excellent results were obtained with high recyclability of the catalyst. Comparative study showed that the Pd(0) nanoparticle shell is the active species and the cobalt ferrite core plays a promotional role. XPS showed the existence of synergism between the core and the shell, suggesting that the electron density was drifted from the cobalt ferrite core towards the Pd(0) shell, which could be the reason for its enhanced catalytic performance. VSM demonstrated high saturation magnetization in both fresh and reused catalysts, which facilitates the separation of the catalyst from the reaction mixture. Thus the proposed approach based on the core–shell nanostructure provides a useful platform for the fabrication of an active metal such as Pd(0) with easy accessibility, excellent activity and convenient recovery.</p>","PeriodicalId":101,"journal":{"name":"Reaction Chemistry & Engineering","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141151833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Accelerating reaction optimization through data-rich experimentation and machine-assisted process development† 通过数据丰富的实验和机器辅助工艺开发加速反应优化
IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-05-22 DOI: 10.1039/D4RE00141A
Jonathan P. McMullen and Jon A. Jurica

The field of reaction engineering is in a constant state of evolution, adapting to new technologies and the changing demands of process development on accelerated timelines. Recent advancements in laboratory automation, data-rich experimentation, and machine learning have revolutionized chemical synthesis research, bringing significant enhancements to reaction engineering. To showcase these advantages, this study introduces a machine-assisted process development workflow that uses data-rich experimentation to optimize reaction conditions for drug substance manufacturing. The workflow adopts a scientist-in-the-loop approach, ensuring valuable contributions and informed decision-making throughout the entire procedure. Two case studies are presented: a copper-catalyzed methoxylation of an aryl bromide and the global bromination of primary alcohols in gamma-cyclodextrin. In addition to identifying the optimal reaction conditions, the workflow emphasizes the importance of process knowledge. Data-driven reaction models are constructed for both case studies, showcasing how early-stage reaction data can inform late-stage process characterization and control strategies. The speed and efficiency offered by the machine-assisted approach enabled complete reaction optimization and reaction modeling in one week, approximately. This reaction data, along with other process knowledge obtained throughout development, highlight the future prospects for reaction engineering in drug substance development. As the field continues to embrace innovative technologies and methodologies, there is vast potential for further advancements in reaction engineering practices, leading to more streamlined and efficient process development and accelerating the discovery and optimization of chemical manufacturing processes.

反应工程领域一直在不断发展,以更快的速度适应新技术和不断变化的工艺开发需求。实验室自动化、数据丰富的实验和机器学习领域的最新进展彻底改变了化学合成研究,为反应工程带来了重大改进。为了展示这些优势,本研究介绍了一种机器辅助工艺开发工作流程,该流程利用数据丰富的实验来优化药物生产的反应条件。该工作流程采用科学家在回路中的方法,确保在整个过程中做出有价值的贡献和明智的决策。本报告介绍了两个案例研究:铜催化的芳基溴化甲氧基化反应和γ-环糊精中伯醇的全溴化反应。除了确定最佳反应条件外,工作流程还强调了工艺知识的重要性。为这两个案例研究构建了数据驱动的反应模型,展示了早期反应数据如何为后期工艺表征和控制策略提供信息。机器辅助方法所带来的速度和效率使反应优化和反应建模工作在大约一周内完成。这些反应数据以及在整个开发过程中获得的其他工艺知识,彰显了反应工程在药物开发中的未来前景。随着该领域不断采用创新技术和方法,反应工程实践的进一步发展潜力巨大,将带来更简化、更高效的工艺开发,并加速化学制造工艺的发现和优化。
{"title":"Accelerating reaction optimization through data-rich experimentation and machine-assisted process development†","authors":"Jonathan P. McMullen and Jon A. Jurica","doi":"10.1039/D4RE00141A","DOIUrl":"10.1039/D4RE00141A","url":null,"abstract":"<p >The field of reaction engineering is in a constant state of evolution, adapting to new technologies and the changing demands of process development on accelerated timelines. Recent advancements in laboratory automation, data-rich experimentation, and machine learning have revolutionized chemical synthesis research, bringing significant enhancements to reaction engineering. To showcase these advantages, this study introduces a machine-assisted process development workflow that uses data-rich experimentation to optimize reaction conditions for drug substance manufacturing. The workflow adopts a scientist-in-the-loop approach, ensuring valuable contributions and informed decision-making throughout the entire procedure. Two case studies are presented: a copper-catalyzed methoxylation of an aryl bromide and the global bromination of primary alcohols in gamma-cyclodextrin. In addition to identifying the optimal reaction conditions, the workflow emphasizes the importance of process knowledge. Data-driven reaction models are constructed for both case studies, showcasing how early-stage reaction data can inform late-stage process characterization and control strategies. The speed and efficiency offered by the machine-assisted approach enabled complete reaction optimization and reaction modeling in one week, approximately. This reaction data, along with other process knowledge obtained throughout development, highlight the future prospects for reaction engineering in drug substance development. As the field continues to embrace innovative technologies and methodologies, there is vast potential for further advancements in reaction engineering practices, leading to more streamlined and efficient process development and accelerating the discovery and optimization of chemical manufacturing processes.</p>","PeriodicalId":101,"journal":{"name":"Reaction Chemistry & Engineering","volume":null,"pages":null},"PeriodicalIF":3.4,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141151774","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Reaction Chemistry & Engineering
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1