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Continuous heterogeneous synthesis of hexafluoroacetone and its machine learning-assisted optimization 六氟丙酮的连续非均相合成及其机器学习辅助优化
IF 2.7 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-06-13 DOI: 10.1007/s41981-023-00273-1
Tingting Qi, Guihua Luo, Haotian Xue, Feng Su, Jianli Chen, Weike Su, Ke-Jun Wu, An Su

Conventional batch synthesis of hexafluoroacetone (HFA), an important pharmaceutical intermediate, suffers from complex catalyst preparation, harsh reaction conditions (up to 200 °C), and low selectivity. In this study, we developed a continuous flow system that employs a micro packed-bed reactor (MPBR) filled with Lewis acid catalysts. After an initial screening of reaction conditions and catalysts in the batch reactor, a Bayesian Optimization model and the multi-objective optimization algorithm qNEHVI were used to find a compromise between conversion and energy efficiency for the reaction in the continuous flow system. After 14 rounds of experiments, BO found the best results with conversion of 98.6%, selectivity of 99.9%, and an energy cost of 0.121 kWh per kg of product at 25.1 °C, atmospheric pressure, and a GHSV of 931.5 h− 1 reaction conditions. The study demonstrates that BO can be used as an efficient tool for multi-objective optimization of heterogeneous catalysis in continuous flow.

Graphical abstract

六氟丙酮(HFA)是一种重要的医药中间体,传统的间歇合成方法存在催化剂制备复杂、反应条件苛刻(高达200℃)和选择性低的问题。在这项研究中,我们开发了一个连续流系统,该系统采用了一个充满Lewis酸催化剂的微填充床反应器(MPBR)。在对间歇反应器中的反应条件和催化剂进行初步筛选后,采用贝叶斯优化模型和多目标优化算法qNEHVI,在连续流系统中寻找反应转化率和能量效率之间的折衷方案。经过14轮实验,BO发现在25.1℃、常压、GHSV为931.5 h−1的反应条件下,转化率为98.6%,选择性为99.9%,能量成本为0.121 kWh / kg。研究表明,BO可作为多相催化连续流多目标优化的有效工具。图形抽象
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引用次数: 0
Continuous catalytic aerobic oxidation of o‑chlorotoluene to o-chlorobenzoic acid under slug flow conditions 段塞流条件下邻氯甲苯连续催化好氧氧化制邻氯苯甲酸
IF 2.7 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-06-09 DOI: 10.1007/s41981-023-00272-2
Jiming Liu, Linchang Liu, Wei Zhang, Peng Li, Xin Li, Zhiqun Yu, Weike Su

Abstract

A continuous-flow process was developed for the aerobic oxidation of o-chlorotoluene (OCT) to o-chlorobenzoic acid (OCBA) with pure oxygen. Acetic acid as cosolvent and CoBr2/MnBr2 as catalyst, with a small amount of acetaldehyde as the radical initiator to make the reaction rapidly stimulates. Through the regulation of gas–liquid mixing, slug flow obtains similar mass transfer coefficient of annular flow and the reactor volume was further reduced. The reaction parameters were easily controlled by take the advantages of continuous-flow reactor. Under the optimal reaction conditions, the isolated yield of OCBA reached up to 94%. Compared with the traditional batch process, shorter residence time, higher product yield and operation safety are achieved by adapting simple continuous-flow system.

摘要建立了一种连续流纯氧氧化邻氯甲苯(OCT)制邻氯苯甲酸(OCBA)的工艺。乙酸为助溶剂,CoBr2/MnBr2为催化剂,以少量乙醛为自由基引发剂,使反应迅速刺激。通过调节气液混合,段塞流获得与环空流相近的传质系数,反应器体积进一步减小。利用连续流反应器的优点,使反应参数易于控制。在最佳反应条件下,OCBA的分离收率可达94%。与传统的间歇式工艺相比,采用简单的连续流系统可缩短停留时间,提高产品收率,提高操作安全性。
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引用次数: 0
Accurate determination of the kinetics of toluene nitration in a liquid–liquid microflow system 液-液微流系统中甲苯硝化动力学的精确测定
IF 2.7 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-05-22 DOI: 10.1007/s41981-023-00271-3
Jing Song, Yongjin Cui, Yujun Wang, Kai Wang, Jian Deng, Guangsheng Luo

The nitration of toluene with mixed acid is one of the most representative nitration reactions. Accurate kinetic study is essential for controlling the reaction and designing reactors. Due to the characteristics of fast rate, high exothermicity and heterogeneity in toluene nitration, the effects of mass and heat transfer may result in inaccurate determination of kinetics. In this work, the adiabatic temperature rises of the reaction system were studied to provide precise ranges of experimental conditions for accurately controlling the reaction rate and heat release rate in a liquid–liquid microflow system. The adiabatic temperature rise was successfully controlled to below 0.3 °C. The effects of mass and heat transfer on the reaction rate were completely eliminated, so that the kinetic study was carried out under the control of intrinsic kinetics only. The activation energy for toluene nitration was determined to be 28.00 kJ/mol. The activation energies for the formation of o-nitrotoluene and p-nitrotoluene were obtained for the first time, which were 25.71 and 31.91 kJ/mol, respectively. The obtained kinetic models can predict the reaction performance of toluene nitration very well.

混合酸对甲苯的硝化反应是最具代表性的硝化反应之一。准确的动力学研究是控制反应和设计反应器的必要条件。由于甲苯硝化反应速率快、放热性强、非均质性强等特点,传质和传热的影响可能导致动力学测定不准确。本文研究了反应体系的绝热温升,为精确控制液-液微流系统的反应速率和放热速率提供了精确的实验条件范围。绝热温升控制在0.3℃以下。完全消除了传质和传热对反应速率的影响,使动力学研究仅在本征动力学控制下进行。甲苯硝化反应的活化能为28.00 kJ/mol。首次得到了邻硝基甲苯和对硝基甲苯的生成活化能,分别为25.71和31.91 kJ/mol。所建立的动力学模型可以很好地预测甲苯硝化反应的性能。
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引用次数: 1
Continuous flow Friedel–Crafts acetylation of phenols and electron-rich arenes and heteroarenes 苯酚和富电子芳烃和杂芳烃的连续流动Friedel-Crafts乙酰化
IF 2.7 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-05-09 DOI: 10.1007/s41981-023-00270-4
Kévin Saint-Jacques, André B. Charette

An expedient and efficient synthesis of acetyl phloroglucinol from phloroglucinol under continuous flow is reported. This compound is an important building block to access numerous flavonoids. The reported acetylation reaction of phloroglucinol is more efficient than under batch conditions (residence time of 1 min in flow vs 10–15 h in batch; ≥ 98% yield in flow vs 65–86% yield in batch), and proceeds without any formation of the diacetylated product. The desired product was produced with a throughput of ≥ 98 g/h using a simple set-up. The conditions that highlight the use of ethyl acetate, a biomass-derived solvent and acetic anhydride or acetyl chloride were tested in the Friedel–Crafts acetylation of other electron-rich phenols and heterocycles.

报道了以间苯三酚为原料,在连续流动条件下合成乙酰间苯三酚的一种简便、高效的方法。这种化合物是获取多种类黄酮的重要组成部分。所报道的间苯三酚乙酰化反应比间歇条件下更有效(流动停留时间为1分钟,间歇停留时间为10-15小时;流动产率≥98%,间歇产率为65-86%),并且没有形成任何二乙酰化产物。使用简单的设置,以≥98 g/h的吞吐量生产所需产品。在其他富电子酚和杂环的Friedel-Crafts乙酰化反应中,对突出使用乙酸乙酯、生物质衍生溶剂和乙酸酐或乙酰氯的条件进行了测试。
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引用次数: 0
Correction to: FOMSy: 3D-printed flexible open-source microfluidic system and flow synthesis of PET-tracer 修正:FOMSy: 3d打印柔性开源微流体系统和pet示踪剂的流动合成
IF 2.7 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-04-19 DOI: 10.1007/s41981-023-00269-x
Florian Menzel, Jonathan Cotton, Thomas Klein, Andreas Maurer, Thomas Ziegler, Jochen M. Neumaier
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引用次数: 0
Micro-Batch flow reactor for the photoproduction of H2O2 from water/real seawater 光处理水/真海水中H2O2的微批流反应器
IF 2.7 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-04-19 DOI: 10.1007/s41981-023-00257-1
Aswin Gopakumar, Tong Zhang, Shoubhik Das

Photocatalytic generation of H2O2 with heterogeneous catalysts has attracted much attentions and impressive strategies have been used to increase the photocatalytic efficiency. However, applications of these strategies to large scale are still underdeveloped. For this reason, development of flow photocatalytic strategy is highly necessary. Considering this, we have developed a serial micro-batch flow reactor for the generation of H2O2 which could easily scale up the reaction to1L scale with high reproducibility with the modified g-C3N4. With this flow reactor, the generated concentration of H2O2 has been reached to 6.89 mM and 5.89 mM in pure water and seawater, respectively.

Graphical Abstract

非均相催化剂光催化生成H2O2的研究受到了广泛的关注,人们采用了许多有效的方法来提高光催化效率。然而,这些策略的大规模应用仍不发达。因此,开发流动光催化策略是非常有必要的。考虑到这一点,我们开发了一种用于生成H2O2的串联微批流动反应器,该反应器可以很容易地将反应规模扩大到1l规模,并且使用改性的g-C3N4具有很高的重现性。采用该流动反应器,在纯水和海水中H2O2的生成浓度分别达到6.89 mM和5.89 mM。图形抽象
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引用次数: 1
Advances in continuous polymer analysis in flow with application towards biopolymers 流动连续聚合物分析的进展及其在生物聚合物中的应用
IF 2.7 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-03-30 DOI: 10.1007/s41981-023-00268-y
Samuel B. H. Patterson, Raymond Wong, Graeme Barker, Filipe Vilela

Biopolymers, polymers derived from renewable biomass sources, have gained increasing attention in recent years due to their potential to replace traditional petroleum-based polymers in a range of applications. Among the many advantages of biopolymers can be included their biocompatibility, excellent mechanical properties, and availability from renewable feedstock. However, the development of biopolymers has been limited by a lack of understanding of their properties and processing behaviours. Continuous analysis techniques have the potential to hasten progress in this area by providing real-time insights into the properties and processing of biopolymers. Significant research in polymer chemistry has focused on petroleum-derived polymers and has thus provided a wealth of synthetic and analytical methodologies which may be applied to the biopolymer field. Of particular note is the application of flow technology in polymer science and its implications for accelerating progress towards more sustainable and environmentally friendly alternatives to traditional petroleum-based polymers. In this mini review we have outlined several of the most prominent use cases for biopolymers along with the current state-of-the art in continuous analysis of polymers in flow, including defining and differentiating atline, inline, online and offline analysis. We have found several examples for continuous flow analysis which have direct application to the biopolymer field, and we demonstrate an atline continuous polymer analysis method using size exclusion chromatography.

Graphical abstract

生物聚合物是一种从可再生生物质中提取的聚合物,近年来由于其在一系列应用中取代传统石油基聚合物的潜力而受到越来越多的关注。生物聚合物的众多优点包括其生物相容性、优异的机械性能和可再生原料的可用性。然而,由于缺乏对其性质和加工行为的了解,生物聚合物的发展受到限制。连续分析技术通过提供对生物聚合物特性和加工的实时洞察,有可能加速这一领域的进展。聚合物化学的重要研究集中在石油衍生聚合物上,从而提供了丰富的合成和分析方法,可应用于生物聚合物领域。特别值得注意的是流动技术在聚合物科学中的应用,以及它对加速开发更可持续、更环保的传统石油基聚合物替代品的影响。在这篇简短的综述中,我们概述了生物聚合物的几个最突出的用例,以及当前流动中聚合物连续分析的最新技术,包括定义和区分在线、在线、在线和离线分析。我们找到了几个可以直接应用于生物聚合物领域的连续流分析的例子,并演示了一种使用粒径排除色谱法的在线连续聚合物分析方法。图形抽象
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引用次数: 0
FOMSy: 3D-printed flexible open-source microfluidic system and flow synthesis of PET-tracer FOMSy: 3d打印柔性开源微流控系统及pet示踪剂的流动合成
IF 2.7 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-03-22 DOI: 10.1007/s41981-023-00267-z
Florian Menzel, Jonathan Cotton, Thomas Klein, Andreas Maurer, Thomas Ziegler, Jochen M. Neumaier

In this work, we introduce a low-cost open-source flow system that includes a dual syringe pump with implemented pressure sensor and back pressure regulator. The entire system can be built for around 500 €. Commercially available flow systems can be very expensive with equipment starting at, but often greatly exceeding, 10,000 €. This high price of entry makes such technology prohibitively expensive for many research groups. Such systems stand to benefit the emerging academic pharmaceutical field by providing the experience and availability of reliable and affordable solutions. To implement accessible flow chemistry at research facilities, the systems must be made affordable. In addition, space in research laboratories is usually limited and commercially available flow systems can be very bulky. Having a compact and individually adjustable system is thus beneficial, with 3D printing technology offering the solution. Our compact 3D-printed system meets the needs of many applications in flow chemistry research as well as educational requirements for universities. As a proof of concept, we conceptualized, developed, and tested a custom flow system that can be used to synthesize [18F]2-fluoro-2-desoxy-d-glucose ([18F]FDG), the most commonly used PET-tracer. This system was designed to perform the typical functions and operations required in radiotracer production i.e. radiofluorination, dilution, SPE-trapping, deprotection, and SPE-elution. With this proof-of-concept in hand, the system can be easily customized to produce other radiopharmaceuticals.

Graphical Abstract

在这项工作中,我们介绍了一种低成本的开源流量系统,该系统包括一个带有实现压力传感器和背压调节器的双注射泵。整个系统的建造成本约为500欧元。商业上可用的流量系统非常昂贵,设备起价通常超过10,000欧元。这种高昂的入门价格使得这种技术对许多研究小组来说过于昂贵。这种系统通过提供可靠和负担得起的解决方案的经验和可用性,使新兴的学术制药领域受益。为了在研究设施中实现可访问的流动化学,必须使系统负担得起。此外,研究实验室的空间通常有限,商业上可用的流动系统可能非常笨重。因此,拥有一个紧凑且可单独调节的系统是有益的,3D打印技术提供了解决方案。我们的紧凑型3d打印系统满足流动化学研究中的许多应用需求以及大学的教育要求。作为概念验证,我们概念化、开发并测试了一个定制流程系统,该系统可用于合成最常用的pet示踪剂[18F]2-氟-2-脱氧-d-葡萄糖([18F]FDG)。该系统设计用于执行放射性示踪剂生产所需的典型功能和操作,即放射性氟化,稀释,spe捕获,去保护和spe洗脱。有了这个概念验证,该系统可以很容易地定制,以生产其他放射性药物。图形抽象
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引用次数: 1
Rapid plugged flow synthesis of nucleoside analogues via Suzuki-Miyaura coupling and heck Alkenylation of 5-Iodo-2’-deoxyuridine (or cytidine) 通过Suzuki-Miyaura偶联和5-碘-2 ' -脱氧尿苷(或胞苷)的烯基化快速堵塞流合成核苷类似物
IF 2.7 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-03-16 DOI: 10.1007/s41981-023-00265-1
Sujeet Gaware, Santosh Kori, Jose Luis Serrano, Rambabu Dandela, Stephen Hilton, Yogesh S. Sanghvi, Anant R. Kapdi

Nucleosides modification via conventional cross-coupling has been performed using different catalytic systems and found to take place via long reaction times. However, since the pandemic, nucleoside-based antivirals and vaccines have received widespread attention and the requirement for rapid modification and synthesis of these moieties has become a major objective for researchers. To address this challenge, we describe the development of a rapid flow-based cross-coupling synthesis protocol for a variety of C5-pyrimidine substituted nucleosides. The protocol allows for facile access to multiple nucleoside analogues in very good yields in a few minutes compared to conventional batch chemistry. To highlight the utility of our approach, the synthesis of an anti-HSV drug, BVDU was also achieved in an efficient manner using our new protocol.

Graphical abstract

通过传统的交叉偶联进行核苷修饰已经使用不同的催化体系,并发现需要很长的反应时间。然而,自大流行以来,基于核苷的抗病毒药物和疫苗受到了广泛关注,对这些片段的快速修饰和合成的需求已成为研究人员的主要目标。为了解决这一挑战,我们描述了一种基于流动的快速交叉偶联合成方案,用于多种c5 -嘧啶取代核苷。与传统的批处理化学相比,该方案允许在几分钟内以非常好的产量轻松获得多个核苷类似物。为了突出我们方法的实用性,一种抗hsv药物BVDU的合成也以我们的新方案有效地实现了。图形抽象
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引用次数: 1
Leveraging first-principles and empirical models for disturbance detection in continuous pharmaceutical syntheses 利用第一性原理和经验模型进行连续药物合成中的干扰检测
IF 2.7 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2023-03-16 DOI: 10.1007/s41981-023-00266-0
Cameron Armstrong, Yuma Miyai, Anna Formosa, Pratiik Kaushik, Luke Rogers, Thomas D. Roper

A strategy for combining theoretical and empirical model predictions to enhance process monitoring and disturbance detection in continuous pharmaceutical manufacturing is investigated using the first two steps of ciprofloxacin. The first-principles component is a dynamic model that reads in process parameter data and returns a concentration prediction for each species in the system using well-established equations and numerical discretization. The input data for the dynamic model comes from low-cost and reliable sensors that are already commonly deployed in manufacturing scenarios, such as flowmeters and thermocouples, making the approach amenable to potential uniform deployment across numerous manufacturing sites. The empirical component is infrared spectra collected from an inline flow cell that feeds to a partial least squares regression model for product concentration. Process parameter disturbances were introduced while continuously collecting the outlet stream infrared spectra, reagent flowrates, reactor temperature, and running the theoretical and empirical prediction models. Post-processing included the application of changepoint analysis, which is a statistical method of determining changes in the mean of a given time-series dataset. Both types of disturbances were captured as changepoints in the theoretical and empirical model predictions and could be obtained more rapidly by analyzing the residuals between the two predictions. This indicates that the deployment of theoretical models along with empirical is a robust approach for rapidly detecting deviations in the process health, reducing the time that potentially out of specification material is sent downstream. Additionally, by comparing trends in the models with the process parameter data, root-cause analysis can be rapidly carried out for a given disturbance. This places emphasis on holistic process monitoring by incorporating characterization knowledge and understanding into the process along with applying all available data sources to ensure product quality.

利用环丙沙星的前两个步骤,研究了一种将理论和经验模型预测相结合的策略,以增强连续制药生产中的过程监测和干扰检测。第一性原理组件是一个动态模型,它读取过程参数数据,并使用已建立的方程和数值离散化返回系统中每个物种的浓度预测。动态模型的输入数据来自低成本和可靠的传感器,这些传感器已经普遍部署在制造场景中,如流量计和热电偶,使得该方法适用于在众多制造现场的潜在统一部署。经验成分是红外光谱收集从一个在线流式电池,饲料的偏最小二乘回归模型的产品浓度。在连续采集出口流红外光谱、试剂流量、反应器温度并运行理论和经验预测模型的同时,引入工艺参数扰动。后处理包括应用变化点分析,这是一种确定给定时间序列数据集平均值变化的统计方法。在理论和经验模型预测中,这两种类型的扰动都被捕获为变化点,通过分析两种预测之间的残差可以更快地获得。这表明,理论模型和经验模型的部署是快速检测过程健康偏差的可靠方法,减少了可能超出规格的材料发送到下游的时间。此外,通过将模型中的趋势与过程参数数据进行比较,可以快速地对给定的扰动进行根本原因分析。这强调通过将特性知识和理解结合到过程中,并应用所有可用的数据源来确保产品质量,从而进行整体过程监控。
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引用次数: 1
期刊
Journal of Flow Chemistry
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