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A critical review on synthesis and application aspect of venturing the thermophysical properties of hybrid nanofluid for enhanced heat transfer processes 对用于增强传热过程的混合纳米流体热物理性质的合成与应用方面的深入研究
IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-08-26 DOI: 10.1016/j.cherd.2024.08.027

Recently, nanofluids (NFs) have gathered significant attention among researchers due to their varied properties, which can be made per the requirements. NFs, created by infusing nanoparticles into a base-fluid, enhance their fundamental properties. A hybrid nanofluid (HNF) is a nanofluid (NF) containing different types of nanoparticles, and it is being studied for its customizable properties. Recently, researchers delved into the applications regarding HNFs, particularly in cases relating to heat transfer (HT). This study analyzes HNFs’ preparation methods and thermophysical properties, giving more importance to their applications in HT, including heat-exchange, solar thermal, and cooling systems. Considering stability, the two-step synthesis method is preferred over the single-step method. Multiple research efforts have led to the development of a fluid that possesses superior HT capabilities compared to the base-fluid. However, while bettering HT, an increase in volume concentration (VC) also raised challenges such as increased viscosity and pressure drop, particularly in porous media, necessitating additional pumping power. The use of turbulators and other configurations, along with HNF in systems like parabolic trough solar collectors (PTSCs), enhances solar thermal systems (STSs) by improving their HT capabilities. An advantageous use of EG-based multiwalled carbon nanotubes (MWCNTs) NF in solar collectors (SCs) is their ability to increase thermal efficiency and decrease carbon dioxide emissions, making them an attractive choice for use in SCs. Researchers face significant challenges in determining the ideal composition and concentration of nanoparticles in HNFs to attain optimal HT without causing excessive viscosity that could impede practical usability. Specifically, this study examines the distinctive thermophysical characteristics of HNFs that substantially improve their efficacy in HT applications.

最近,纳米流体(NFs)因其可根据要求制造的各种特性而备受研究人员的关注。通过在基础流体中注入纳米颗粒而产生的纳米流体可增强其基本特性。混合纳米流体(HNF)是一种含有不同类型纳米粒子的纳米流体(NF),目前正在对其可定制的特性进行研究。最近,研究人员深入研究了 HNF 的应用,尤其是与传热(HT)相关的应用。本研究分析了 HNFs 的制备方法和热物理性质,更加重视其在 HT(包括热交换、太阳热和冷却系统)中的应用。考虑到稳定性,两步合成法优于单步合成法。经过多方研究,开发出了一种与基质流体相比具有更强热传导能力的流体。然而,在提高高温性能的同时,体积浓度 (VC) 的增加也带来了一些挑战,如粘度和压降的增加,尤其是在多孔介质中,这就需要增加泵送功率。在抛物面槽式太阳能集热器(PTSC)等系统中使用涡轮机和其他配置以及 HNF,可提高太阳能热系统(STS)的热效率。在太阳能集热器(SCS)中使用基于 EG 的多壁碳纳米管(MWCNTs)NF 的一个优势是,它们能够提高热效率并减少二氧化碳排放,因此在太阳能集热器中使用它们是一个很有吸引力的选择。研究人员在确定 HNFs 中纳米颗粒的理想成分和浓度方面面临着巨大挑战,如何才能既获得最佳热效率,又不会造成过高的粘度而影响实际可用性?具体来说,本研究探讨了 HNF 的独特热物理特性,这些特性可大大提高其在 HT 应用中的功效。
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引用次数: 0
Insights on the separation process of the diethyl carbonate plant obtained by ethanol and CO2 乙醇和二氧化碳分离碳酸二乙酯工艺的启示
IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-08-26 DOI: 10.1016/j.cherd.2024.08.032

This paper presents the techno-economics insights of projects of diethyl carbonate (DEC) production from ethanol and CO2 in which the raw materials are proposed to be obtained from existing plants such as the bioethanol industry. The complete DEC plant was simulated using Aspen Plus®. The exothermic reaction system was modeled in multitubular PFR with CeO2 catalyst and dehydrating agent 2-cyanopyridine (2-CP), achieving an EtOH conversion of 86.04 % and a yield of DEC of 83.34 %. Three different configurations were evaluated in the DEC separation stage aiming to intensify the plant with the use of a sidestream distillation column and reactive distillation column. The integration of the DEC plant with ethanol and sugar biorefineries, offering lower-cost acquisition of raw materials, is the key to making the process economically profitable. The process has the potential to capture 0.088–0.204 kg CO2/kg DEC, demonstrating a promising pathway to extend the life cycle of renewable carbon.

本文介绍了利用乙醇和二氧化碳生产碳酸二乙酯(DEC)项目的技术经济学见解,其中建议从生物乙醇工业等现有工厂获取原材料。使用 Aspen Plus® 对整个 DEC 工厂进行了模拟。放热反应系统在多管式并流阻反应器中建模,采用 CeO2 催化剂和脱水剂 2-氰基吡啶 (2-CP),EtOH 转化率为 86.04%,DEC 收率为 83.34%。对 DEC 分离阶段的三种不同配置进行了评估,目的是通过使用侧流蒸馏塔和反应蒸馏塔来强化装置。将 DEC 工厂与乙醇和糖生物精炼厂整合在一起,以较低的成本获取原料,是使该工艺在经济上有利可图的关键。该工艺具有捕获 0.088-0.204 千克二氧化碳/千克 DEC 的潜力,为延长可再生碳的生命周期提供了一条前景广阔的途径。
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引用次数: 0
Enhanced biohydrogen production from thermally hydrolysed pulp and paper sludge via Al2O3 and Fe3O4 nanoparticles 通过 Al2O3 和 Fe3O4 纳米颗粒提高热水解纸浆和造纸污泥的生物制氢能力
IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-08-25 DOI: 10.1016/j.cherd.2024.08.019

The growing demand for sustainable and green energy sources has led to increasing interest in biohydrogen production from renewable biomass feedstocks. In this study, pulp and paper sludge (PPS), a widely available waste residue, was thermally treated at different temperatures (90°C, 130°C, and 165°C) for varying durations (15, 30, and 60 min). Thermal hydrolysis of PPS increased the chemical oxygen demand (COD) solubilization from 11 % to 24.7 %, and volatile suspended solids (VSS) solubilization up to 15 % with increasing both hydrolysis temperature and reaction time. The resulting thermally treated samples were then evaluated for biohydrogen production through a batch assay. Among the different thermal treatment conditions, the sample treated at 165°C for 60 min exhibited the highest biohydrogen production potential and yield (1287 mL-H2 and 201 mL-H2/g volatile solids (VS)), which is 72 % higher the control untreated PPS (747 mL-H2 and 117 mL-H2/gVS). To further enhance the biohydrogen yield, this optimal sample was mixed with two types of chemically synthesized nanoparticles, namely aluminium oxide (Al2O3) and magnetite (Fe3O4), at various concentrations (50, 100, and 200 mg/g VS). The addition of nanoparticles significantly influenced the biohydrogen production from the thermal-treated PPS. Remarkably, the batch assay mixed with 200 mg of Fe3O4 nanoparticles per gram of VS demonstrated the highest biohydrogen production potential, compared to the thermally treated PPS (1577 vs. 1226 mL-H2). This finding suggests that the presence of Fe3O4 nanoparticles enhances the biohydrogen production process, possibly through improved microbial activity and substrate accessibility. The results of this study highlight the potential of utilizing PPS, an abundant waste product, as a valuable feedstock for biohydrogen production. Overall, this study contributes to the advancement of green energy technologies and underscores the potential of biohydrogen as a renewable and sustainable energy source.

随着对可持续绿色能源需求的不断增长,人们对利用可再生生物质原料生产生物氢越来越感兴趣。在这项研究中,纸浆和造纸污泥(PPS)是一种广泛存在的废渣,在不同温度(90°C、130°C 和 165°C)和不同持续时间(15、30 和 60 分钟)下进行热处理。随着水解温度和反应时间的增加,PPS 的热水解使化学需氧量 (COD) 溶解度从 11% 增加到 24.7%,挥发性悬浮固体 (VSS) 溶解度增加到 15%。然后,通过批量试验对热处理后的样品进行生物制氢评估。在不同的热处理条件下,165°C 下处理 60 分钟的样品具有最高的生物制氢潜力和产量(1287 mL-H2 和 201 mL-H2/g挥发性固体(VS)),比未经处理的 PPS 对照组(747 mL-H2 和 117 mL-H2/gVS)高出 72%。为了进一步提高生物氢产量,该最佳样品与两种化学合成的纳米颗粒(即氧化铝(Al2O3)和磁铁矿(Fe3O4))以不同浓度(50、100 和 200 mg/g VS)混合。纳米颗粒的添加明显影响了热处理 PPS 的生物产氢量。值得注意的是,与经过热处理的 PPS 相比,每克 VS 混合 200 毫克 Fe3O4 纳米粒子的批次试验具有最高的生物氢生产潜力(1577 mL-H2 与 1226 mL-H2)。这一结果表明,Fe3O4 纳米颗粒的存在可能通过提高微生物活性和底物可及性来增强生物制氢过程。本研究的结果凸显了利用 PPS(一种丰富的废物)作为生物制氢的宝贵原料的潜力。总之,这项研究有助于推动绿色能源技术的发展,并强调了生物氢作为可再生和可持续能源的潜力。
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引用次数: 0
Free radical quantification in chemical systems: Challenges and future perspectives 化学系统中的自由基定量:挑战与未来展望
IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-08-25 DOI: 10.1016/j.cherd.2024.08.021

The importance of free radicals in several chemical and biological systems has been extensively documented in the literature. Free radical detection is possible through techniques such as electron spin resonance (ESR), chemically induced dynamic nuclear polarization (CIDNP), and biochemiluminescence. Herein, we provide a comprehensive review of free radical detection, with an emphasis on free radical quantification. The ability to control free radical reactions of various matrices necessitates measuring free radical concentration, which can be obtained by quantifying free radicals. In the current work, we provide a review of various methods and procedures employed for free radical quantification in chemical systems. Procedures were discussed in detail and then grouped based on the instrument used, the operating conditions, and the methodology employed to convert the ESR signal obtained to free radical spins per unit mass of sample. We also provide a comparison with free radical quantification in biological systems. It was found that there is a notable dearth of work focused on quantification in chemical systems despite its potential to enhance control over free radicals. In the last part of this manuscript, we provide a summary and suggested methodology for free radical quantification in chemical systems using ESR focusing on factors affecting quantification.

自由基在多个化学和生物系统中的重要性已被大量文献记载。自由基检测可通过电子自旋共振(ESR)、化学诱导动态核极化(CIDNP)和生化发光等技术实现。在此,我们将对自由基检测进行全面综述,重点介绍自由基定量。要想控制各种基质的自由基反应,就必须测量自由基的浓度,而自由基的浓度可以通过自由基定量来获得。在目前的工作中,我们对化学体系中用于自由基定量的各种方法和程序进行了综述。我们详细讨论了各种程序,然后根据所用仪器、操作条件以及将获得的 ESR 信号转换为单位质量样品中自由基自旋的方法进行了分组。我们还提供了与生物系统中自由基定量的比较。我们发现,尽管在化学系统中进行定量分析有可能加强对自由基的控制,但这方面的工作明显不足。在本手稿的最后一部分,我们针对影响定量的因素,总结并建议了使用 ESR 对化学体系中的自由基进行定量的方法。
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引用次数: 0
The impact of varying cold end diameter on the energy separation in Ranque-Hilsch vortex tube for different working gases: A CFD simulation and thermodynamic analysis 不同冷端直径对不同工作气体在兰克-希尔施涡旋管中能量分离的影响:CFD 模拟和热力学分析
IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-08-25 DOI: 10.1016/j.cherd.2024.08.023

The vortex tube is a potential candidate for sustainable cooling due to its unique feature of energy separation without using any synthetic refrigerant. However, the investigation of energy separation and performance optimization always has been challenging due to its complex physics. In previous literature, the performance of vortex tube has been found affected by several parameters. In order to find the impact of varying cold end diameters with different gases, this paper investigates temperature separation in seven vortex tubes of different cold end diameters operating with three different working gases: He, N2, and CO2. A detailed thermodynamic analysis of their thermal separation performances at different cold mass fractions is presented for each working gas. Exergy analysis has also been conducted and discussed separately. As a result of this extensive investigation, it is found that the larger cold end diameter improves the performance of the vortex tube. The cold and hot temperature separation, cooling, and heating power at higher cold mass fractions are found to improve when operated with helium compared to other gas. However, the COP of cooling and COP of heating at higher cold mass fractions is found to be lower with helium. Improvements in the physical and kinetic exergies at the inlet and both outlets are observed with increasing cold end diameter, except for the kinetic exergy at the hot outlet. Helium gas is found to show more exergy at the inlet and both outlets among all three gases. The performance of vortex tube operating at higher cold mass fraction shows an improvement in exergies at outlets, except kinetic exergies at hot outlet. The total exergy efficiency decreases at cold outlet on increasing cold end diameter. However, the results of actual (physical) exergy efficiency shows an improvement at both outlet for larger cold end diameter. The actual exergy efficiency is calculated by considering the physical exergy alone because the kinetic exergy completely lost into the open atmosphere. Physical exergy efficiency at hot outlet is also found to increase on increasing cold mass fraction, while it decreases at cold outlet. Physical exergy efficiency of cooling and heating are found to more when operated with helium compared to nitrogen and carbon dioxide.

涡流管具有无需使用任何合成制冷剂即可实现能量分离的独特功能,因此是可持续冷却的潜在候选方案。然而,由于其复杂的物理特性,对能量分离和性能优化的研究一直具有挑战性。在以往的文献中,涡流管的性能受到多个参数的影响。为了找出不同冷端直径和不同气体的影响,本文研究了在三种不同工作气体下运行的七种不同冷端直径涡旋管的温度分离情况:He、N2 和 CO2。本文对每种工作气体在不同冷质量分数下的热分离性能进行了详细的热力学分析。此外,还分别进行了能耗分析和讨论。通过广泛的研究发现,冷端直径越大,涡流管的性能越好。与其他气体相比,在使用氦气时,冷质量分数较高时的冷热温度分离、冷却和加热功率都有所提高。然而,在使用氦气时,较高冷质量分数下的冷却 COP 和加热 COP 较低。除了热出口的动能外,随着冷端直径的增加,入口和两个出口的物理和动能都有所改善。在所有三种气体中,氦气在入口和两个出口处显示出更大的能效。涡流管在较高的冷质量分数下运行时,除热出口的动能外,其他出口的能效都有所提高。冷端直径增大时,冷出口的总能效降低。然而,实际(物理)能效结果表明,冷端直径越大,两个出口的能效都会提高。实际放能效率的计算只考虑了物理放能,因为动能完全损失到了大气中。研究还发现,热出口的物理能效随冷质量分数的增加而增加,而冷出口的物理能效则随冷质量分数的增加而降低。与氮气和二氧化碳相比,使用氦气时冷却和加热的物理能效更高。
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引用次数: 0
An inductive transfer regression framework for small sample modeling in power plants 电厂小样本建模的归纳转移回归框架
IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-08-24 DOI: 10.1016/j.cherd.2024.08.020

Small sample size presents a significant challenge in process modeling, making machine learning (ML) models prone to overfitting and reduced accuracy. To address this issue, this study develops a novel inductive transfer regression framework called double-weight least squares support vector regression (DWLSSVR). First, sample weights are incorporated to minimize the multi-kernel maximum mean discrepancy (MK-MMD) between domains, thereby promoting joint distribution adaptation and decreasing domain discrepancy. Second, the impact of unrelated source domain samples is further mitigated by iterative weights derived from fitting errors. In addition, a two-step strategy is developed to optimize the hyperparameters in DWLSSVR, which introduces a new criterion based on Wasserstein distance (WD). A numerical simulation demonstrates the effectiveness of the developed framework. Then, the proposed method is applied to the small sample modeling of a complex chemical process. The results of predicting NOx emissions from a coal-fired boiler demonstrate that the DWLSSVR model achieves superior prediction accuracy, with a coefficient of determination (R2) of 0.942 under the new operating condition. In contrast, the best LSSVR model achieves an R2 of 0.844 under the same condition.

小样本量是过程建模中的一个重大挑战,它使机器学习(ML)模型容易出现过度拟合并降低准确性。为解决这一问题,本研究开发了一种新颖的归纳转移回归框架,称为双权重最小二乘支持向量回归(DWLSSVR)。首先,加入样本权重以最小化域之间的多核最大均值差异(MK-MMD),从而促进联合分布适应并减少域差异。其次,根据拟合误差得出的迭代权重可进一步减轻不相关源域样本的影响。此外,还开发了一种两步策略来优化 DWLSSVR 中的超参数,该策略引入了基于 Wasserstein 距离(WD)的新标准。数值模拟证明了所开发框架的有效性。然后,将所提出的方法应用于复杂化学过程的小样本建模。预测燃煤锅炉氮氧化物排放的结果表明,DWLSSVR 模型的预测精度更高,在新运行条件下的决定系数 (R2) 为 0.942。相比之下,最佳 LSSVR 模型在相同条件下的 R2 为 0.844。
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引用次数: 0
Kinetic model implementation in raceway pond reactors with hydrodynamic and radiation fields 在带有流体动力场和辐射场的竞赛池反应器中实施动力学模型
IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-08-24 DOI: 10.1016/j.cherd.2024.08.030

Vertical mixing plays a critical role in solar-driven processes using raceway pond reactors (RPRs). However, incorporating the time history of radiation for each fluid element is still an open issue. This work aims to develop an effective methodology using Computational Fluid Dynamics (CFD) tools that couples hydrodynamics and radiation fields into kinetic models of biomass growth or cell lysis enhanced from radiation. First, three methodologies to assess vertical mixing were investigated. It was found that, under typical RPR flow conditions, the velocity in the direction of solar light incidence can maintain particles in constant motion and a near-homogenous particle distribution. In addition, two RPR applications were studied regarding radiation influence analysis: the production of microalgae and an innovative approach for waste activated sludge (WAS) pre-treatment, fostering biogas production. Regarding microalgae production, coupling the biokinetic models with CFD data enables the development of a cost-effective computational methodology to describe the growth of microalgae cultures accounting for hydrodynamics and radiation fields. This work was successful in introducing hydrodynamics and radiation conditions in models to design and optimise RPRs. Reduced geometries based in 2D and Periodic Boundary Conditions were used for CFD simulations to make it feasible for RPRs design purposes.

垂直混合在使用滚道池反应器(RPRs)的太阳能驱动过程中起着至关重要的作用。然而,将每个流体元素的辐射时间历史纳入其中仍是一个未决问题。这项工作旨在利用计算流体动力学(CFD)工具开发一种有效的方法,将流体力学和辐射场结合到生物质生长或细胞裂解的动力学模型中,从而增强辐射。首先,研究了三种评估垂直混合的方法。研究发现,在典型的 RPR 流动条件下,太阳光入射方向上的速度可以使颗粒保持恒定运动和接近均匀的颗粒分布。此外,在辐射影响分析方面还研究了两种 RPR 应用:微藻生产和一种用于废物活性污泥 (WAS) 预处理的创新方法,以促进沼气生产。在微藻类生产方面,将生物动力学模型与 CFD 数据相结合,可以开发出一种具有成本效益的计算方法,用于描述微藻类培养物的生长,同时考虑流体动力学和辐射场。这项工作成功地在模型中引入了流体力学和辐射条件,以设计和优化 RPR。在 CFD 模拟中使用了基于二维和周期边界条件的简化几何图形,使其能够用于 RPRs 的设计目的。
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引用次数: 0
Modelling the predictive analysis of turbidity removal efficiency in the in-line coagulation and flocculation process 在线混凝和絮凝过程中浊度去除效率的预测分析建模
IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-08-23 DOI: 10.1016/j.cherd.2024.08.028

Coagulation and flocculation processes are commonly used in conventional water treatment plants to remove suspended solids from water. However, these methods often suffer from drawbacks such as high chemical consumption, sludge generation, and the need for huge areas, leading to high construction costs. To address these limitations, this study investigated the performance of in-line coagulation and flocculation processes as an alternative to conventional methods. The objectives were to determine the efficiency of in-line coagulation and flocculation, understand the underlying mechanisms, establish optimal operating conditions and design criteria, and to develop theoretical models for predicting turbidity removal efficiency in the in-line coagulation-flocculation process. Experiments were conducted using a continuous setup consisting of a static mixer and a 35-m helically coiled hydraulic tube flocculator.

Various operating parameters, including water flow rate (100 – 800 L/hr), initial turbidity (20 – 200 NTU), and coagulant types (aluminum sulfate, poly aluminum chloride, aluminum chlorohydrate, and ferric chloride), were examined. The results demonstrated that aluminum sulfate was the appropriate coagulant for the water characteristics studied, and the in-line coagulation and flocculation processes achieved turbidity removal efficiencies of approximately 91 % under all operating conditions, with a notable 97 % removal efficiency achieved at a liquid flow rate of 600 L/hr, with a Gt value of 21,715 and an overflow rate of 2 m/hr. A prediction model of turbidity removal efficiency was developed, showing good agreement between experimental and predicted removal efficiency model, with an average deviation of about 20 %. This model can aid in determining optimal operating conditions and serve as a hybrid process in future water treatment systems, potentially applicable to other separation processes as well.

传统水处理厂通常采用混凝和絮凝工艺去除水中的悬浮固体。然而,这些方法往往存在一些缺点,如化学药剂消耗量大、产生污泥以及需要占地面积大,从而导致建设成本高昂。为了解决这些局限性,本研究调查了在线混凝和絮凝工艺的性能,以替代传统方法。目标是确定在线混凝和絮凝的效率,了解其基本机制,确定最佳操作条件和设计标准,并开发理论模型来预测在线混凝-絮凝过程中的浊度去除效率。实验使用了一个由静态混合器和 35 米螺旋卷曲液压管絮凝器组成的连续装置。研究了各种运行参数,包括水流量(100 - 800 升/小时)、初始浊度(20 - 200 NTU)和混凝剂类型(硫酸铝、聚合氯化铝、氯水铝和氯化铁)。结果表明,硫酸铝是适合所研究水质特征的混凝剂,在线混凝和絮凝工艺在所有运行条件下的浊度去除率都达到了约 91%,在液体流速为 600 升/小时、Gt 值为 21,715 和溢流率为 2 米/小时的情况下,浊度去除率达到了 97%。开发的浊度去除效率预测模型显示,实验和预测去除效率模型之间的一致性很好,平均偏差约为 20%。该模型有助于确定最佳运行条件,可作为未来水处理系统的混合工艺,也可能适用于其他分离工艺。
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引用次数: 0
Multi-objective robust optimization design framework for low-pollution emission burners 低污染排放燃烧器的多目标稳健优化设计框架
IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-08-22 DOI: 10.1016/j.cherd.2024.08.025

The optimal design of low-pollution emission burners plays an important role in controlling pollutant emissions of industrial equipment, and is crucial for the sustainable development of the national economy and environmental protection. However, many uncertain factors challenge the optimal design of low-pollution emission burners. The Latin hypercube sampling (LHS) method was used to obtain sampling data representing the distribution of the uncertain variable. The training dataset was obtained using the turbulent combustion coupling model. A high-precision sparse polynomial chaos expansion (PCE) model was constructed by the degree-adaptive scheme and least angle regression (LAR) algorithm. Furthermore, the Legendre polynomial is introduced to establish a continuous robust optimization model. The model is carried out by the non-dominated sorting genetic algorithm II (NSGA-II). The results show that the excess air coefficient of 1.227 is optimal. Compared with the excess air coefficient of 1.20 under the discrete robust optimization, the optimal coefficient can further reduce pollutant emissions and bring strong robustness to the ethylene cracking furnace. It has also been proven that the continuous robust optimization scheme improves the optimization granularity. Compared with discrete robust optimization, this method reduces the number of samples by 66.7 %.

低污染排放燃烧器的优化设计在控制工业设备污染物排放方面发挥着重要作用,对国民经济的可持续发展和环境保护至关重要。然而,许多不确定因素对低污染排放燃烧器的优化设计提出了挑战。本文采用拉丁超立方采样(LHS)方法获取代表不确定变量分布的采样数据。训练数据集是通过湍流燃烧耦合模型获得的。通过度自适应方案和最小角度回归(LAR)算法构建了高精度稀疏多项式混沌扩展(PCE)模型。此外,还引入 Legendre 多项式建立了连续鲁棒优化模型。该模型采用非支配排序遗传算法 II(NSGA-II)。结果表明,1.227 的过量空气系数是最优的。与离散鲁棒优化下的过量空气系数 1.20 相比,最优系数可进一步减少污染物排放,并为乙烯裂解炉带来较强的鲁棒性。实践还证明,连续稳健优化方案提高了优化粒度。与离散鲁棒优化相比,该方法减少了 66.7% 的样本数量。
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引用次数: 0
Study of the stability of model emulsions mimicking petroleum with different types of non-ionic surfactants 用不同类型的非离子表面活性剂模拟石油模型乳液的稳定性研究
IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-08-22 DOI: 10.1016/j.cherd.2024.08.022

This study conducted experiments to mimic petroleum emulsions for application in laboratory flow circuits. The science of emulsion formulation is still quite restricted when it comes to parameters that stabilize emulsions. The challenge is even greater when formulating emulsions of low dynamic viscosity. In this work, model emulsions were prepared with different oil phases, with 0.1 and 1.0 % v/v of the surfactants Span 60, Span 80, Triton X-100, and Triton X-114, with 10 and 30 % v/v of aqueous phase. The kinetic stability of the emulsions evaluated in terms of aqueous phase separation, droplet size distribution, dynamic viscosity, and interfacial tension. The homogenization process assessed to identify the emulsification regime of the emulsions, inertial or viscous, through the calculation of the smallest vortices formed. A study of the maximum superficial flow velocity conducted to provide users with a better understanding of the emulsions produced here. The results indicate that seven emulsions can used in laboratory flow circuits. Span 80 provided better stabilization of the emulsions for over 72 hours with droplet sizes in the range of 0.2–100.0 µm. As a novelty in this work, increasing the concentration of surfactant Span 80 causes a decrease in average velocity in flow, a reduction in droplet size, and a regime of turbulent viscous emulsification in axial flow.

这项研究进行了模拟石油乳液的实验,以应用于实验室流动回路。就稳定乳液的参数而言,乳液配方的科学依据仍然十分有限。在配制低动态粘度乳液时,面临的挑战更大。在这项工作中,我们用不同的油相(表面活性剂 Span 60、Span 80、Triton X-100 和 Triton X-114 的含量分别为 0.1% 和 1.0%(体积分数))和 10%(体积分数)和 30%(体积分数)的水相制备了模型乳液。根据水相分离、液滴大小分布、动态粘度和界面张力评估了乳液的动力学稳定性。通过计算形成的最小漩涡,对均质过程进行评估,以确定乳液的乳化机制是惯性乳化还是粘性乳化。对最大表面流速进行了研究,以便用户更好地了解此处产生的乳化液。结果表明,有七种乳液可用于实验室流动回路。斯盘 80 能更好地稳定乳液超过 72 小时,液滴大小在 0.2-100.0 微米之间。这项研究的一个新发现是,增加表面活性剂 Span 80 的浓度会导致流动的平均速度降低、液滴尺寸减小以及轴向流中的湍流粘性乳化机制。
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Chemical Engineering Research & Design
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