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Plasma catalysis for gas conversion – Impact of catalyst on the plasma behavior 气体转化用等离子体催化。催化剂对等离子体行为的影响
IF 9.3 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-02-01 DOI: 10.1016/j.cogsc.2024.100990
M. Ruiz-Martín , M. Oliva-Ramírez , A.R. González-Elipe , A. Gómez-Ramírez
How does a catalyst influence plasma behavior? What is the true role of a catalyst in a plasma environment? The observed synergies in plasma–catalysis processes have been usually attributed to conventional surface catalytic interactions. However, recent studies demonstrate that metallic catalysts may induce alterations in plasma behavior that substantially influence the overall process efficiency. This work reviews the latest advances in the field, proposing the term Plasma-Catalysis Promoter (PCP) to designate compounds that facilitate reactions not only at the catalyst surface but also within the plasma phase. It also highlights that advancing in the field requires a holistic approach capable of unraveling the multifunctional role of PCPs in plasma–catalysis processes.
催化剂如何影响等离子体的行为?催化剂在等离子体环境中的真正作用是什么?在等离子体催化过程中观察到的协同作用通常归因于传统的表面催化相互作用。然而,最近的研究表明,金属催化剂可能会引起等离子体行为的改变,从而大大影响整个过程的效率。本文综述了该领域的最新进展,提出了等离子体催化启动子(PCP)这一术语,以指定不仅在催化剂表面而且在等离子体相内促进反应的化合物。它还强调,在该领域的进步需要一种全面的方法,能够揭示pcp在等离子体催化过程中的多功能作用。
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引用次数: 0
Machine learning and process systems engineering for sustainable chemical processes–A short review 可持续化学过程的机器学习和过程系统工程-简要综述
IF 9.3 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-02-01 DOI: 10.1016/j.cogsc.2024.100982
Ana Inés Torres , Jimena Ferreira , Martín Pedemonte
This work provides an overview of recent applications of machine learning (ML) to process systems engineering problems related to sustainability. The review is organized by the type of ML problem being solved: regression, classification, and clustering. For each type of problem, we provide references that cover pertinent applications. The review targets a reader interested in learning where to educate themselves on the main algorithms for each type of ML problem, and where to get relevant examples. The article ends with a brief discussion of the current limitations of ML tools and good practice suggestions.
这项工作概述了机器学习(ML)在处理与可持续性相关的系统工程问题方面的最新应用。评审是根据正在解决的机器学习问题的类型来组织的:回归、分类和聚类。对于每种类型的问题,我们提供了涵盖相关应用程序的参考资料。这篇评论的目标读者是有兴趣学习在哪里学习每种ML问题的主要算法,以及在哪里获得相关的示例。本文最后简要讨论了当前ML工具的局限性和良好实践建议。
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引用次数: 0
CO2 conversion using non-thermal plasmas: The path towards industrialisation 使用非热等离子体的二氧化碳转换:通往工业化的道路
IF 9.3 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-02-01 DOI: 10.1016/j.cogsc.2024.100994
Yunxia Yang , Anthony B. Murphy
Converting carbon dioxide into useful products offers a pathway to reduce CO2 emissions and an opportunity to transform renewable energy into energy carriers and/or high-value products. Unlike traditional thermal chemical technologies, non-thermal plasma CO2 conversion processes are well suited to coupling to renewable energy sources. However, the technology readiness level of such plasma processes is low, and a significant gap between existing fundamental research and industrial application remains. After briefly summarising the available non-thermal plasma technologies for CO2 conversion, criteria for successful industrialisation are considered, and recent progress towards considering and meeting the technical and economic requirements is analysed. The needs identified include using consistent energy efficiency calculations that consider losses in the power supply and elsewhere, improved reactor design for plasma catalytic processes, detailed techno-economic analyses, and studies of the integration of individual plasma reactors into a modularised system and a complete chemical process.
将二氧化碳转化为有用的产品提供了减少二氧化碳排放的途径,并提供了将可再生能源转化为能源载体和/或高价值产品的机会。与传统的热化学技术不同,非热等离子体CO2转化过程非常适合与可再生能源耦合。然而,这种等离子体工艺的技术成熟度很低,现有的基础研究和工业应用之间仍然存在很大差距。在简要总结了现有的用于二氧化碳转化的非热等离子体技术之后,考虑了成功工业化的标准,并分析了在考虑和满足技术和经济要求方面的最新进展。确定的需求包括使用一致的能源效率计算,考虑电力供应和其他方面的损失,改进等离子体催化过程的反应器设计,详细的技术经济分析,以及将单个等离子体反应器集成到模块化系统和完整化学过程中的研究。
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引用次数: 0
Bayesian optimization as a flexible and efficient design framework for sustainable process systems 贝叶斯优化作为一种灵活有效的可持续过程系统设计框架
IF 9.3 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-02-01 DOI: 10.1016/j.cogsc.2024.100983
Joel A. Paulson , Calvin Tsay
Bayesian optimization (BO) is a powerful technology for optimizing noisy, expensive-to-evaluate black-box functions, with a broad range of real-world applications in science, engineering, economics, manufacturing, and beyond. In this paper, we provide an overview of recent developments, challenges, and opportunities in BO for design of next-generation process systems. After describing several motivating applications, we discuss how advanced BO methods have been developed to more efficiently tackle important problems in these applications. We conclude the paper with a summary of challenges and opportunities related to improving the quality of the probabilistic model, the choice of internal optimization procedure used to select the next sample point, and the exploitation of problem structure to improve sample efficiency.
贝叶斯优化(BO)是一种强大的技术,用于优化噪声,昂贵的评估黑盒函数,在科学,工程,经济,制造等领域具有广泛的实际应用。在本文中,我们概述了下一代过程系统设计中BO的最新发展、挑战和机遇。在描述了几个激励应用之后,我们讨论了如何开发先进的BO方法来更有效地解决这些应用中的重要问题。最后,我们总结了提高概率模型质量、选择用于选择下一个样本点的内部优化程序以及利用问题结构来提高样本效率等方面的挑战和机遇。
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引用次数: 0
Emerging trend in porous carbon as catalysts support for biofuel production 多孔碳作为生物燃料生产催化剂的新兴趋势
IF 9.3 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-01-30 DOI: 10.1016/j.cogsc.2025.101005
Sin Yuan Lai
The depletion of fossil fuels and increasing demand on renewable biofuels, particularly enhancing energy security through sustainable biomass sources in catalytic activities. Heterogeneous catalysts are pivotal in advancing sustainable biofuel production by enhancing yield and reducing costs. Metal oxides are widely used as catalysts due to their active sites, high thermal and chemical stability. However, unsupported metal oxides often result in low yield, requiring large amounts of catalyst and long reaction times to achieve high biofuel production. Thus, it has attracted attention toward sustainable porous carbon supports to resolve the shortcomings. The porous carbon is gaining prominence as a sustainable catalyst support due to its renewability, cost-effectiveness, abundance, versatile surface functionalities, tuneable porosity, high surface area, and improved accessibility for reactants. This review explores the roles of sustainable porous carbons, including biochar, activated carbon, graphene-based materials, and carbon nitride, showcasing their distinctive properties in specific catalytic reactions. It encompasses the characteristics of porous carbon supports, such as hierarchical micro-mesoporous structure, pore distribution, pore size, specific surface area, interaction with active metals, in assisting the catalytic active sites for macromolecules cracking, aromatization, deoxygenation, and so forth. Despite the promising advancements, several challenges remain, including the need for cost-effective synthesis methods and long-term stability of catalysts. Ultimately, maximizing the potential of porous carbon as catalysts support is essential for advancing research in biofuel production.
化石燃料的枯竭和对可再生生物燃料的需求不断增加,特别是通过催化活动中的可持续生物质资源加强能源安全。多相催化剂通过提高产量和降低成本来推进可持续生物燃料生产是至关重要的。金属氧化物因其具有较高的热稳定性和化学稳定性而被广泛用作催化剂。然而,无负载的金属氧化物通常导致低产量,需要大量的催化剂和较长的反应时间才能实现高生物燃料产量。因此,人们开始关注可持续多孔碳支架,以解决其不足之处。多孔碳由于其可再生、成本效益、丰富度、多种表面功能、可调节孔隙度、高表面积和改善反应物的可及性而成为可持续催化剂载体。本文综述了可持续多孔碳的作用,包括生物炭、活性炭、石墨烯基材料和氮化碳,展示了它们在特定催化反应中的独特性能。它包括多孔碳载体的特征,如层次微介孔结构、孔分布、孔径、比表面积、与活性金属的相互作用,在协助大分子裂解、芳构化、脱氧等催化活性位点的作用等。尽管取得了有希望的进展,但仍然存在一些挑战,包括需要具有成本效益的合成方法和催化剂的长期稳定性。最终,最大化多孔碳作为催化剂支持的潜力对于推进生物燃料生产的研究至关重要。
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引用次数: 0
Furan based nylon and polyurethane——Viewpoints and perspectives 呋喃基尼龙和聚氨酯——观点和观点
IF 9.3 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-01-29 DOI: 10.1016/j.cogsc.2025.101002
Ruoyu Zhang , Alexander Antonov , Long Zhao , Wenyu Yang
This mini-review summarizes the chemical and physical characteristics of the furan ring, serving as a fundamental basis for understanding furan-based polymers. Two significant categories of furan-based polymers are examined: polyamide and polyurethane. The synthesis of furan-based nylon and polyurethane encounters challenges related to chain growth and high-temperature breakdown, which considerably limits the molecular weight of the final products. The potential solutions may require the integration of catalysis optimization, step polymerization, and polymerization parameters, among others. Another problem is that prospective research directions must be meticulously assessed about the incremental value of the furan ring to the current polymers. The bio-derived characteristics of the furan ring do not guarantee its substitution with benzene or an aliphatic segment. The inherent characteristics of the furan ring, such as elevated glass transition temperature, robust hydrogen bonding, and hydrophilicity, should serve as guiding principles in the design of furan-based polymers.
本文综述了呋喃环的化学和物理特性,为了解呋喃基聚合物提供了基础。两个重要类别的呋喃为基础的聚合物进行了审查:聚酰胺和聚氨酯。呋喃基尼龙和聚氨酯的合成遇到了与链生长和高温分解相关的挑战,这在很大程度上限制了最终产品的分子量。潜在的解决方案可能需要整合催化优化、步进聚合和聚合参数等。另一个问题是,未来的研究方向必须仔细评估呋喃环对当前聚合物的增量价值。呋喃环的生物衍生特性不能保证它被苯或脂肪族取代。呋喃环的固有特性,如升高的玻璃化转变温度、牢固的氢键和亲水性,应作为设计呋喃基聚合物的指导原则。
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引用次数: 0
Current progress on rational design of porous MOF-derived transition metal–nitrogen–carbon as oxygen reduction reaction catalysts for proton exchange membrane fuel cells 多孔mof衍生过渡金属-氮-碳作为质子交换膜燃料电池氧还原反应催化剂的合理设计研究进展
IF 9.3 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-01-25 DOI: 10.1016/j.cogsc.2025.101001
Wai Yin Wong, Muhammad Amirul Aiman Abdul Rani, Kee Shyuan Loh, Kean Long Lim, Lorna Jeffery Minggu
The pursuit of sustainable energy solutions has driven significant research into oxygen reduction reaction (ORR) catalysts. metal–organic framework (MOF)-derived transition metal–nitrogen–carbon (TM-N-C) catalysts emerge as a promising alternative to platinum due to their abundance, high surface area, and potential for single-atom catalyst formation. However, challenges related to intrinsic activity and durability hinder their widespread adoption. This mini-review highlights current advancements in MOF-derived TM-N-C catalyst development, including strategies to modulate electronic properties, create open pore structures, and introduce supportive materials. These approaches aim to enhance both activity and stability for proton exchange membrane fuel cell applications. The recent works with highest proton exchange membrane fuel cell performance and stability will be highlighted. Future research direction is proposed to achieve improved sustainability and optimal performance in various fuel cell environments.
对可持续能源解决方案的追求推动了对氧还原反应(ORR)催化剂的重大研究。金属-有机骨架(MOF)衍生的过渡金属-氮-碳(TM-N-C)催化剂由于其丰富度、高表面积和单原子催化剂形成的潜力而成为铂的有前途的替代品。然而,与内在活动和耐久性相关的挑战阻碍了它们的广泛采用。这篇综述重点介绍了mof衍生的TM-N-C催化剂的最新进展,包括调制电子性能、创建开放孔结构和引入支撑材料的策略。这些方法旨在提高质子交换膜燃料电池的活性和稳定性。重点介绍近年来在质子交换膜燃料电池性能和稳定性方面取得的最新进展。提出了未来的研究方向,以提高燃料电池在各种环境下的可持续性和最佳性能。
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引用次数: 0
The importance of mechanistic studies in the development of cold plasma-based degradation of persistent organic pollutants in water 冷等离子体降解水中持久性有机污染物机理研究的重要性
IF 9.3 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-01-21 DOI: 10.1016/j.cogsc.2025.100999
Ester Marotta, Cristina Paradisi
An overview is given of major recent advancements in cold plasma-based water treatment, with specific focus on the degradation mechanisms of organic pollutants. Mechanistic insight is indeed a powerful tool for process optimization considering the treatment duration, its products, and energy costs as it provides guidelines for the design of optimized reactors and the selection of best experimental conditions. The cases considered emphasize the importance of matching the plasma composition in terms of reactive species with the reactivity of the target pollutant(s), and of identifying and understanding the reciprocal effects of different pollutants as well as those of complex aqueous matrices. Harnessing the chemistry activated by the plasma to achieve the desired goal is the key to treatment success. A general strategy is outlined for designing the best plasma experimental set-up and for predicting possible byproducts.
综述了近年来冷等离子体水处理的主要进展,重点介绍了有机污染物的降解机制。考虑到处理时间、产物和能源成本,机械洞察确实是过程优化的有力工具,因为它为优化反应器的设计和最佳实验条件的选择提供了指导。所考虑的案例强调了在反应物质方面使等离子体组成与目标污染物的反应性相匹配的重要性,以及识别和理解不同污染物以及复杂水性基质的相互作用的重要性。利用等离子体激活的化学物质来达到预期的目标是治疗成功的关键。概述了设计最佳等离子体实验装置和预测可能的副产物的一般策略。
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引用次数: 0
Green chemistry and sustainable chemistry related to water challenges: Solutions and prospects in a changing climate 与水挑战相关的绿色化学和可持续化学:气候变化中的解决方案和前景
IF 9.3 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-01-21 DOI: 10.1016/j.cogsc.2025.101000
Borhane Mahjoub , Cheima Fersi , Maroua Bouteffeha , Klaus Kümmerer
As the impact of climate change on water resources intensifies, sustainable chemistry is emerging as a key player in comprehensive water management. Recent progress in advanced water treatment technologies, green technologies, and interdisciplinary collaborations are paving the way for innovative and more sustainable solutions. By integrating climate-responsive methodologies, adaptive strategies are being developed for dynamic water systems. A holistic approach that combines sustainable chemistry, policy frameworks, and social sciences is crucial to addressing current and future challenges. To ensure fair and just access to clean water for all, collaborative efforts between these fields are essential. This review emphasizes the urgent need for sustainable solutions and highlights the essential role of sustainable chemistry in addressing the water challenges amplified by climate change.
随着气候变化对水资源影响的加剧,可持续化学正在成为水资源综合管理的关键因素。先进水处理技术、绿色技术和跨学科合作的最新进展为创新和更可持续的解决方案铺平了道路。通过综合气候响应方法,正在为动态水系统制定适应性战略。综合可持续化学、政策框架和社会科学的整体方法对于解决当前和未来的挑战至关重要。为了确保所有人公平公正地获得清洁用水,这些领域之间的合作努力至关重要。这篇综述强调了迫切需要可持续的解决方案,并强调了可持续化学在应对气候变化加剧的水挑战方面的重要作用。
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引用次数: 0
Toward a more sustainable photocatalysis using copper and iron 用铜和铁进行更可持续的光催化
IF 9.3 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-01-11 DOI: 10.1016/j.cogsc.2025.100998
Youssef Abderrazak, Oliver Reiser
Shifting from rare and precious metal catalysts in photochemical systems, such as ruthenium and iridium, to abundant and sustainable ones is still challenging. Copper and iron are fascinating, given their relative abundance and economic advantage. While the conception of copper and iron luminophores for the application in catalysis is faced with the undesirable rapid deactivation of photoactive states, making intermolecular redox exchange inefficient, the harnessing of copper and iron's propensity to perform fast ligand exchange and accommodation of radical intermediates enabled their successful implementation in photocatalysis. This review underscores the rapid growth of copper and iron in photocatalysis as green and sustainable alternatives, highlighting the unique catalytic features they offer.
从光化学系统中的稀有和贵重金属催化剂,如钌和铱,转向丰富和可持续的催化剂仍然是一个挑战。考虑到铜和铁的相对储量和经济优势,它们很吸引人。虽然用于催化的铜和铁发光团的概念面临着光活性态的快速失活,使分子间氧化还原交换效率低下的问题,但利用铜和铁的倾向进行快速配体交换和自由基中间体的调节使其在光催化中成功实现。这篇综述强调了铜和铁作为绿色和可持续的替代品在光催化中的快速发展,突出了它们所提供的独特的催化特性。
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引用次数: 0
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Current Opinion in Green and Sustainable Chemistry
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