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Computational toolkits for model-based design and optimization 基于模型的设计和优化计算工具包
IF 6.6 2区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2023-12-20 DOI: 10.1016/j.coche.2023.100994
Damian T Agi, Kyla D Jones, Madelynn J Watson, Hailey G Lynch, Molly Dougher, Xinhe Chen, Montana N Carlozo, Alexander W Dowling

We review recent advances in software platforms for model-based design (MBD) organized in five overarching themes — from (1) simulation to optimization, (2) commercial to open-source, (3) process-centric to multiscale, (4) mechanistic to data-driven, and (5) deterministic to uncertain — illustrated with several recent examples in membrane system design. We posit MBD provides (chemical) engineers with principled frameworks to tackle global grand challenges such as sustainable energy, clean water, and equitable access to healthcare by integrating knowledge across disciplines. As such, we predict MBD software, which has historically focused on engineered systems, will evolve to interact with models for natural and social systems more holistically. Finally, we emphasize the importance of open-source software development, especially by users who become contributors.

我们回顾了基于模型的设计(MBD)软件平台的最新进展,分为五大主题--从(1)模拟到优化,(2)商业到开源,(3)以过程为中心到多尺度,(4)机制到数据驱动,以及(5)确定性到不确定性--并用膜系统设计中的几个最新实例进行了说明。我们认为 MBD 为(化学)工程师提供了原则性框架,通过整合各学科的知识来应对全球性的巨大挑战,如可持续能源、清洁水和公平获得医疗保健。因此,我们预测 MBD 软件(该软件历来侧重于工程系统)将发展为与自然和社会系统模型进行更全面的互动。最后,我们强调开放源码软件开发的重要性,尤其是用户成为贡献者的重要性。
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引用次数: 0
Superstructure-based carbon capture and utilization process design 基于上层建筑的碳捕集与利用工艺设计
IF 6.6 2区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2023-12-12 DOI: 10.1016/j.coche.2023.100995
Xuechong Ding , Jue Li , Haijun Chen , Teng Zhou

The carbon capture and utilization (CCU) technology is an effective approach to reducing CO2 emissions. Given the extensive range of existing technologies within the CCU framework, systematic methods for the optimal selection of economical and sustainable CCU pathways are crucial. To address this challenge, superstructure-based process design has emerged as a popular approach. Over the past several years, numerous contributions have been made in this area. This article provides an overview of surrogate models widely used in process synthesis and introduces mathematical methods for superstructure-based CCU process design. Recent advances in superstructure-based CCU process design are discussed across six selected application areas, including multistage separations for CO2 capture, CO2 thermochemical conversion, CO2 electrochemical conversion, bioenergy with CCU, CO2 transport network design, and energy systems design in CCU.

碳捕集与利用(CCU)技术是减少二氧化碳排放的有效途径。鉴于CCU框架内现有技术的广泛范围,系统的方法来选择经济和可持续的CCU路径是至关重要的。为了应对这一挑战,基于上层建筑的工艺设计已经成为一种流行的方法。在过去几年中,在这一领域作出了许多贡献。本文概述了在工艺综合中广泛使用的代理模型,并介绍了基于上层建筑的CCU工艺设计的数学方法。本文讨论了基于上层建筑的CCU工艺设计的最新进展,涉及六个选定的应用领域,包括用于CO2捕获的多级分离、CO2热化学转化、CO2电化学转化、CCU生物能源、CO2传输网络设计和CCU能源系统设计。
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引用次数: 0
Accelerating discrete particle simulation of particle-fluid systems 加速颗粒-流体系统的离散颗粒模拟
IF 6.6 2区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2023-11-30 DOI: 10.1016/j.coche.2023.100989
Shuai Zhang , Wei Ge

Balancing the accuracy and efficiency is critical when employing the discrete particle method to simulate particle-fluid systems in industrial reactors. This article systematically reviews the methods for accelerating discrete particle simulation, including the coarse-graining (CG) methods and the multiscale coupling methods, and pinpoints current challenges and difficulties in each category. In this work, the CG methods are classified into the CG Computational Fluid Dynamics (CFD)-DEM (computational fluid dynamics-discrete element method) and the multiphase particle-in-cell method according to their treatment of interparticle collisions, and the multiscale coupling methods are summarized based on spatial and temporal coupling. Despite their preliminary application in simulating industrial reactors, these methods still face challenges related to accuracy and applicability. Recently, machine learning-based simulations have gained great attention and may offer new insights into the acceleration of discrete particle simulation. We hope this article can assist researchers in comprehending the development of accelerating simulation techniques and encourage the exploration of novel models in this field.

在工业反应器中采用离散粒子法模拟颗粒-流体系统时,平衡精度和效率是至关重要的。本文系统地回顾了加速离散粒子模拟的方法,包括粗粒化方法和多尺度耦合方法,并指出了每一类方法目前面临的挑战和困难。本文根据处理粒子间碰撞的方法,将量子力学方法分为计算流体动力学(CFD)-离散元法(Computational Fluid Dynamics -DEM)和多相粒子胞内法(multi - phase particle-in-cell method),并从时空耦合的角度对多尺度耦合方法进行了总结。尽管这些方法在模拟工业反应堆方面得到了初步应用,但在准确性和适用性方面仍面临挑战。最近,基于机器学习的模拟得到了极大的关注,并可能为离散粒子模拟的加速提供新的见解。我们希望这篇文章能够帮助研究者理解加速仿真技术的发展,并鼓励在这一领域探索新的模型。
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引用次数: 0
Editorial overview: Fundamentals of multiphase processes toward carbon neutrality 编辑概述:迈向碳中和的多相过程的基本原理
IF 6.6 2区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2023-11-25 DOI: 10.1016/j.coche.2023.100990
Ning Yang, Mao Ye, Liang-Yin Chu
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引用次数: 0
Multiphase flow in PEM water electrolyzers: a mini-review PEM水电解槽中的多相流:综述
IF 6.6 2区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2023-11-21 DOI: 10.1016/j.coche.2023.100988
Xiaoping Guan , Jinhao Bai , Jingchang Zhang , Ning Yang

In comparison to alternative water electrolysis technologies, polymer electrolyte membrane water electrolysis (PEMWE) has several advantages, such as high-voltage efficiency, pure gas production, short response time, and the capability to operate under high pressure and current density. A thorough comprehension of the multiphase flow characteristics within the porous transport layer (PTL) and flow channels is vital to enhance the efficiency of PEMWE. This paper presents an overview of current knowledge on multiphase flow in PEMWE and relevant modeling methods, highlighting the significance of regulating the microstructure of PTL and distinguishing the effects of multiphase flow in the flow channel from those in PTL. Moreover, to simulate PEMWE accurately, it is crucial to consider comprehensive physical and electrochemical processes and develop dependable closure models.

与其他水电解技术相比,聚合物电解质膜水电解(PEMWE)具有电压效率高、产气纯净、响应时间短、能够在高压和高电流密度下运行等优点。深入了解多孔输运层内的多相流动特性和流动通道对于提高PEMWE的效率至关重要。本文综述了PEMWE中多相流的现有知识和相关建模方法,强调了调节PTL微观结构以及区分流道内多相流与PTL内多相流影响的重要性。此外,为了准确地模拟PEMWE,综合考虑物理和电化学过程并建立可靠的闭合模型至关重要。
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引用次数: 1
Metrics and methods for resilience-aware design of process systems: advances and challenges 流程系统弹性感知设计的度量和方法:进展与挑战
IF 6.6 2区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2023-11-19 DOI: 10.1016/j.coche.2023.100984
Natasha J Chrisandina , Shivam Vedant , Eleftherios Iakovou , Efstratios N Pistikopoulos , Mahmoud M El-Halwagi

To address potential disruptions that arise from internal and external sources, chemical processes need to be designed with the capacity to withstand and recover from disturbances — often referred to as resilience. To integrate resilience capabilities into process design and operations, it is imperative to be cognizant of contributing factors and develop, determine, and incorporate quantitative resilience performance indicators. This paper provides a brief review of recent progress in conceptual frameworks and quantitative metrics for analyzing and designing resilience-aware process systems. Furthermore, key research opportunities in the field of process system resilience, namely the challenges in integrating resilience throughout the life cycle and across the spatiotemporal scales of a process system, are discussed.

为了解决来自内部和外部来源的潜在破坏,化学过程需要设计具有承受和从干扰中恢复的能力-通常称为弹性。为了将弹性能力集成到过程设计和操作中,必须认识到贡献因素,并开发、确定和合并定量的弹性性能指标。本文简要回顾了用于分析和设计弹性感知过程系统的概念框架和定量度量的最新进展。此外,讨论了过程系统弹性领域的关键研究机会,即在整个生命周期和跨时空尺度的过程系统中整合弹性所面临的挑战。
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引用次数: 0
Runaway criteria for predicting the thermal behavior of chemical reactors 预测化学反应器热行为的失控准则
IF 6.6 2区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2023-11-19 DOI: 10.1016/j.coche.2023.100986
Ya-Nan Yang, Jie Jin, Li-Tao Zhu, Yin-Ning Zhou, Zheng-Hong Luo

Chemical accidents resulting from thermal runaway of chemical reactors can have severe consequences, including catastrophic damages to the public, society, property, and environment. Therefore, it is crucial to develop a methodology that can predict the safety status of reactors and eliminate the potential risk of thermal runaway timely. To this end, various thermal runaway criteria have been established to assess the safety status of reactors over the past decades. This opinion article provides a short review of classic criteria applied to distinguish between runaway and nonrunaway states of reactors. Particularly, the significance of divergence criterion in the field of thermal runaway criteria is emphasized. In addition, to illustrate the general application procedures of the divergence criterion, examples of its utilization in three research domains, including process safety assessment, process parameter optimization, and process monitoring and control, are given. In summary, the remaining challenges and future directions in the development of thermal runaway criteria, especially the divergence criterion, are discussed.

化学反应堆热失控引发的化学事故,其后果十分严重,对公众、社会、财产和环境造成灾难性的损失。因此,开发一种能够预测反应堆安全状态并及时消除潜在热失控风险的方法至关重要。为此,在过去的几十年里,人们建立了各种热失控标准来评估反应堆的安全状况。本文简要回顾了用于区分反应堆失控和非失控状态的经典标准。特别强调了散度判据在热失控判据领域中的重要意义。此外,为了说明散度准则的一般应用程序,给出了其在过程安全评价、过程参数优化和过程监控三个研究领域的应用实例。最后,讨论了热失控判据,特别是散度判据发展中存在的挑战和未来的发展方向。
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引用次数: 0
Economic feasibility of developing alternative water supplies for agricultural irrigation 开发农业灌溉替代水源的经济可行性
IF 6.6 2区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2023-11-17 DOI: 10.1016/j.coche.2023.100987
Edirisooriya Mudiyanselage Nimanthi Thiloka Edirisooriya , Huiyao Wang , Sankha Banerjee , Karl Longley , William Wright , Walter Mizuno , Pei Xu

Alternative water sources can be applied to water-stressed agricultural sites to satisfy the increasing water demand. The increased costs associated with the treatment of impaired water, distribution/conveyance/storage, and waste management to meet water quality requirements and regulations are the challenges in developing an alternative water-based irrigation system. This study evaluates the economic feasibility of developing nontraditional water for agriculture and identifies strategies to address the challenges by increasing affordability. In the Southwest United States, reuse of filtered disinfected municipal wastewater offers the most cost-effective option followed by desalinated brackish water, treated produced water, and seawater. High costs, energy demand, concentrate disposal, and soil salinity management are the primary challenges in using alternative water for irrigation. Economic feasibility can be enhanced by implementing autonomous, easy-to-operate, renewable energy-powered, decentralized desalination systems. The affordability of developing alternative water for irrigation will increase with reduced treatment and waste disposal costs, depletion of conventional irrigation water supplies, and droughts.

替代水源可以应用于缺水的农业场地,以满足日益增长的用水需求。与处理受损水、分配/运输/储存以及为满足水质要求和规章而进行的废物管理有关的费用增加,是发展替代性水基灌溉系统所面临的挑战。本研究评估了发展非传统农业用水的经济可行性,并确定了通过提高可负担性来应对挑战的策略。在美国西南部,过滤消毒的城市污水的再利用是最具成本效益的选择,其次是淡化水、处理过的采出水和海水。高成本、能源需求、浓缩物处理和土壤盐分管理是使用替代水进行灌溉的主要挑战。经济可行性可以通过实施自主的、易于操作的、可再生能源驱动的、分散的海水淡化系统来提高。开发替代灌溉用水的负担能力将随着处理和废物处理费用的减少、传统灌溉用水供应的枯竭和干旱而增加。
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引用次数: 0
The promise of PFAS remediation by the fourth state of matter 第四种物质状态对PFAS修复的承诺
IF 6.6 2区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2023-11-14 DOI: 10.1016/j.coche.2023.100982
Manoj Kolel-Veetil

Recent advances in nonthermal plasma (NTP)-enabled processes have yielded remarkable results and progress in the remediation of Per- and polyfluoroalkyl substances (PFAS), especially in the past three to five years. In comparison to typical chemical oxidation and reduction reactions that are conducted in bulk aqueous solutions with specific reactive oxidative or reductive species, the reported NTP-based PFAS degradations occur mainly at the water–bubble/air interface and increasingly in the bubble interiors. Further, the degradations occur simultaneously in the presence of a multitude of oxidative and reductive species, including radical, ion, photon, and hydrated electron species. These aspects have introduced some interesting science in such PFAS degradations. This opinion highlights such examples by both illuminating their salient features and more importantly proposing perspectives with respect to the observed science.

非热等离子体(NTP)技术的最新进展,特别是在过去的三到五年里,在全氟烷基和多氟烷基物质(PFAS)的修复方面取得了显著的成果和进展。与在具有特定活性氧化或还原性物质的大量水溶液中进行的典型化学氧化和还原反应相比,基于ntp的PFAS降解主要发生在水-气泡/空气界面,并且越来越多地发生在气泡内部。此外,降解同时发生在多种氧化和还原性物质的存在下,包括自由基、离子、光子和水合电子。这些方面为PFAS的降解引入了一些有趣的科学。这一观点强调了这些例子,既阐明了它们的显著特征,更重要的是提出了与观察到的科学有关的观点。
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引用次数: 0
Synthesis and design methods for energy-efficient distillation processes 节能蒸馏工艺的合成与设计方法
IF 6.6 2区 工程技术 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2023-11-08 DOI: 10.1016/j.coche.2023.100985
Mirko Skiborowski

In order to achieve net-zero emissions until 2050, it is of utmost importance to improve the energy efficiency and thereby reduce the greenhouse gas emissions in the chemical industry. As distillation processes are accounting for the majority of all fluid separations, they are an important target for potential improvements. Although other separation technologies might be a favorable alternative, distillation is not generally an energy-intensive technology and advanced distillation process concepts, exploiting heat pumps, thermal coupling, as well as solvent- and membrane-assisted hybrid processes, may enable significant improvements regarding energy efficiency. The current article summarizes recent developments regarding the synthesis and design of energy-efficient distillation processes and points out future needs and directions for developments to foster the systematic evaluation and application of these advanced distillation process concepts.

为了在2050年之前实现净零排放,提高能源效率从而减少化学工业的温室气体排放是至关重要的。由于蒸馏过程占所有流体分离的大部分,因此它们是潜在改进的重要目标。虽然其他分离技术可能是一个有利的选择,但蒸馏通常不是能源密集型技术,先进的蒸馏过程概念,利用热泵,热耦合,以及溶剂和膜辅助混合过程,可能会显著提高能源效率。本文综述了节能蒸馏工艺的合成和设计的最新进展,指出了未来的需求和发展方向,以促进这些先进蒸馏工艺概念的系统评价和应用。
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引用次数: 0
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Current Opinion in Chemical Engineering
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