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Machine learning for nanoparticle-based imaging: From rational design to precision diagnosis 基于纳米粒子成像的机器学习:从合理设计到精确诊断
IF 19.3 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-30 DOI: 10.1016/j.cis.2025.103773
Nan Kang , Zengyue Li , Fu Tan , Zimei Liu , Yao Yang , Xiaoqing Qian , Qian Zhang
Nanoparticles have become essential in nanomedicine due to their tunable physicochemical properties and multifunctional capabilities, particularly in biomedical imaging for early disease detection and real-time therapeutic monitoring. Nevertheless, the rational design of nanoparticles with predictable behavior in complex biological environments remains significant challenges. Recent advances in machine learning have created novel paradigms for the precise design and efficient application of nanoparticle-based imaging platforms. This review summarizes recent progress in this area, covering machine learning-guided nanoparticle design and fabrication, elucidating their dynamic behavior in biological systems, optimizing cellular uptake and intracellular delivery, and improving imaging sensitivity alongside quantitative analytical precision through intelligent signal processing methodologies. Overall, the integration of machine learning has accelerated the development of intelligent nanoparticulate systems by establishing critical correlations between material parameters and biological performance, thereby driving innovation in precision imaging technologies.
纳米粒子由于其可调节的物理化学性质和多功能能力,特别是在用于早期疾病检测和实时治疗监测的生物医学成像方面,已成为纳米医学中必不可少的材料。然而,在复杂的生物环境中合理设计具有可预测行为的纳米颗粒仍然是一个重大挑战。机器学习的最新进展为基于纳米粒子的成像平台的精确设计和有效应用创造了新的范例。本文综述了该领域的最新进展,包括机器学习引导的纳米颗粒设计和制造,阐明其在生物系统中的动态行为,优化细胞摄取和细胞内递送,以及通过智能信号处理方法提高成像灵敏度和定量分析精度。总的来说,通过建立材料参数和生物性能之间的关键相关性,机器学习的集成加速了智能纳米颗粒系统的发展,从而推动了精密成像技术的创新。
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引用次数: 0
Thermo/photo-responsive porous organic frameworks for sustainable gas separation and bio-applications 热/光响应多孔有机框架可持续气体分离和生物应用
IF 19.3 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-28 DOI: 10.1016/j.cis.2025.103771
Zunaira Maqsood , Qian Ma , Haonan Wu , Deyun Sun , Jinqiang Xu , Ningyuan Wang , Lin Yang , Lijuan Shi , Qun Yi , Hongbo Zeng
Porous organic frameworks including metal–organic frameworks (MOFs), covalent organic frameworks (COFs), and hydrogen-bonded organic frameworks (HOFs), have emerged as structurally diverse and functionally tunable platforms in advanced materials science. Among these, stimuli-responsive porous organic frameworks that undergo reversible structural or physicochemical transformations under external stimuli such as temperature and light have attracted increasing attention. This review provides a critical overview of recent advances in the design, mechanisms, and functions of thermal- and photo-responsive porous organic frameworks. We categorize response strategies according to framework type and responsive element, and highlight how these features contribute to dynamic performance across multiple length scales. Applications such as spatiotemporally controlled drug release, selective gas separation, and switchable enzyme-mimetic catalysis are discussed as model systems to illustrate the functional impact of stimuli responsiveness. Despite recent progress, challenges remain in achieving high responsiveness without compromising stability, in tuning selectivity toward specific stimuli, and in integrating these systems into real-world applications. Looking ahead, a deeper understanding of structure–response correlations, coupled with advances in in situ characterization and computational modeling, will be key to unlocking the full potential of stimuli-responsive porous organic frameworks in next-generation adaptive systems.
多孔有机框架包括金属-有机框架(MOFs)、共价有机框架(COFs)和氢键有机框架(HOFs),已成为先进材料科学中结构多样、功能可调的平台。其中,在温度和光等外界刺激下发生可逆结构或物理化学转变的刺激响应多孔有机框架越来越受到人们的关注。本文综述了热响应和光响应多孔有机框架的设计、机制和功能方面的最新进展。我们根据框架类型和响应元素对响应策略进行了分类,并强调了这些特征如何有助于跨多个长度尺度的动态性能。应用如时空控制的药物释放,选择性气体分离和可切换的酶模拟催化作为模型系统来说明刺激反应的功能影响进行了讨论。尽管最近取得了一些进展,但在不影响稳定性的情况下实现高响应性、针对特定刺激调整选择性以及将这些系统集成到实际应用中仍然存在挑战。展望未来,对结构-响应相关性的更深入理解,加上原位表征和计算建模的进步,将是释放下一代自适应系统中刺激响应多孔有机框架的全部潜力的关键。
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引用次数: 0
Polymeric nanocomposites in gas separation: Advancements in tailoring for environmental applications 气体分离中的高分子纳米复合材料:环境裁剪应用的进展
IF 19.3 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-27 DOI: 10.1016/j.cis.2025.103764
Iman Salahshoori , Narjes Montazeri , Majid Namayandeh Jorabchi
Gas separation plays a pivotal role in addressing environmental challenges, including air pollution control, carbon capture, and industrial gas purification. However, conventional gas separation technologies often face limitations, including low selectivity, high energy consumption, and operational inefficiencies. Polymeric nanocomposites (PNCs) have developed into capable materials by overcoming these challenges. Incorporating nanomaterials into polymer matrices empowers the advancement of sophisticated membrane technologies with superior mechanical stability, selectivity, and permeability, making them ideal candidates for sustainable gas separation treatments. This review provides an in-depth examination of the latest advancements in PNCs for gas separation, with a focus on their potential environmental applications. It covers key aspects, including the fundamentals of PNCs, their physical and chemical properties, polymer selection criteria, gas separation mechanisms, and their applications in environmental gas purification. Additionally, it discusses the limitations and challenges of these materials and presents perspectives on how innovations in material design and fabrication techniques can further enhance their efficiency. Given the increasing demand for efficient and environmentally friendly gas separation technologies, this review serves as a critical resource for scholars, policymakers, and industry professionals seeking to develop next-generation materials for environmental sustainability.
气体分离在解决环境挑战方面发挥着关键作用,包括空气污染控制、碳捕获和工业气体净化。然而,传统的气体分离技术往往面临着一些限制,包括低选择性、高能耗和操作效率低下。聚合物纳米复合材料(pnc)克服了这些挑战,发展成为高性能材料。将纳米材料结合到聚合物基质中,使先进的膜技术具有卓越的机械稳定性、选择性和渗透性,使其成为可持续气体分离处理的理想选择。本文综述了pnc用于气体分离的最新进展,重点介绍了其潜在的环境应用。它涵盖了关键方面,包括pnc的基本原理,它们的物理和化学性质,聚合物选择标准,气体分离机制以及它们在环境气体净化中的应用。此外,它还讨论了这些材料的局限性和挑战,并就材料设计和制造技术的创新如何进一步提高其效率提出了观点。鉴于对高效环保气体分离技术的需求日益增长,本综述为寻求开发下一代环境可持续性材料的学者、政策制定者和行业专业人士提供了重要资源。
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引用次数: 0
Applications and advances in characterizing pore-interface structures in coal using small angle scattering technology: A review 小角散射技术在煤中孔界面结构表征中的应用与进展
IF 19.3 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-26 DOI: 10.1016/j.cis.2025.103769
Yixin Zhao , Chengxi Wang , Xiaodong Guo , Shuaipeng Zhu , Yingfeng Sun
The multiscale pore-fracture interface in coal forms the fundamental physical basis governing both coalbed methane (CBM) storage-transport behavior and CO2 geological storage efficiency. This review systematically discusses the principle of small angle scattering (SAS) technology in the analysis of coal matrix pore interface, and focuses on the frontier application of coal-fluid interface in terms of geometry, physicochemical properties and dynamic evolution. Results indicate that SAS can nondestructively quantify the entire pore system, including closed pores. Moreover, the predominance of closed pores in quantity and distribution is strongly affected by coal type and tectonic stress. The unique advantages of in-situ SAS technology in real-time tracking of interface dynamics and complex response mechanisms (such as expansion/contraction, pore damage and structural rearrangement of coal matrix under external fields such as gas adsorption, stress loading and pyrolysis) are analyzed. Through the interface fractal, SAS provides key parameters for quantitative description of interface complexity and its internal correlation with coal chemical composition. The application of “contrast-matching small-angle neutron scattering” (CM-SANS) in visualization of fluid accessibility, the key role of time-resolved small angle scattering technology in capturing instantaneous dynamic structural response of rock mass, and the cutting-edge technology of multi-scale and multi-dimensional data fusion are systematically discussed. The purpose of this review is to provide robust micromechanical support for understanding the coal-fluid interaction, thereby promoting innovation in energy and environmental engineering technologies such as CBM efficient development and carbon capture, utilization, and storage (CCUS).
煤中多尺度孔隙-破裂界面是控制煤层气储输行为和CO2地质封存效率的基本物理基础。本文系统论述了小角散射(SAS)技术在煤基质孔隙界面分析中的原理,重点介绍了煤-流体界面在几何、理化性质和动态演化等方面的前沿应用。结果表明,SAS可以无损地量化包括封闭孔隙在内的整个孔隙系统。封闭孔隙在数量和分布上的优势性受煤型和构造应力的强烈影响。分析了原位SAS技术在气体吸附、应力加载、热解等外场作用下煤基体膨胀收缩、孔隙损伤、结构重排等复杂响应机制的实时跟踪方面的独特优势。通过界面分形,SAS为定量描述界面复杂性及其与煤化学成分的内在关联提供了关键参数。系统讨论了“对比匹配小角中子散射”(CM-SANS)技术在流体可达性可视化中的应用、时间分辨小角散射技术在捕捉岩体瞬时动力结构响应中的关键作用以及多尺度、多维数据融合的前沿技术。本文综述的目的是为理解煤流相互作用提供强有力的微观力学支持,从而促进能源和环境工程技术的创新,如煤层气高效开发和碳捕集、利用和封存(CCUS)。
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引用次数: 0
Programming superlyophobic interfaces via fine-tuning surface chemistry: From controllable fabrication to intelligent manipulation 通过微调表面化学来编程超疏水界面:从可控制造到智能操作
IF 19.3 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-26 DOI: 10.1016/j.cis.2025.103765
Lu Tie, Ran Lei, Dandan Xi
Recent advances have expanded superwetting system from single to multiple superlyophobicity, enabling diverse superlyophobic interfaces. However, current research lacks a comprehensive understanding of how surface chemistry governs superlyophobic properties-knowledge that is essential for rationally designing superwetting behaviors. This article highlights design principles of fine-tuning surface chemistry, fabrication strategies and multifunctional applications of diverse superlyophobic interfaces, emphasizing how lyophobic and lyophilic components of surface govern single and multiple superlyophobicity. Based on surface thermodynamics, the preparation methods, regulation strategies and underlying mechanism for various types of superlyophobic interfaces are systematically analyzed. Furthermore, the article distills representative applications that align with various single and multiple superlyophobic interfaces under complex environmental conditions and functional requirements, offering a foundational framework for their practical utilization. By establishing surface chemistry design criteria, we provide insights into the rational control of single or multiple superlyophobicity and the integration of additional functionalities, thereby enabling the exploration of novel wetting states and multifunctional interfaces. Finally, we outline future challenges and emerging trends, including advances in multiple superlyophobic mechanisms, innovative fabrication techniques, and next-generation performance enhancements for these interfaces.
最近的研究进展将超湿系统从单一的超疏水性扩展到多个超疏水性,从而实现了不同的超疏水性界面。然而,目前的研究缺乏对表面化学如何控制超疏水性的全面理解,而这种知识对于合理设计超润湿行为至关重要。本文重点介绍了各种超疏水界面的设计原理、制备策略和多功能应用,强调了表面的疏水和亲水组分如何影响单和多超疏水性。基于表面热力学,系统分析了各类超疏水界面的制备方法、调控策略和作用机理。此外,本文还提炼出在复杂环境条件和功能需求下,与各种单一和多个超疏水界面相匹配的代表性应用,为其实际应用提供了基础框架。通过建立表面化学设计标准,我们提供了对单个或多个超疏水性的合理控制以及附加功能的集成的见解,从而能够探索新的润湿状态和多功能界面。最后,我们概述了未来的挑战和新兴趋势,包括多种超疏水机制的进展,创新的制造技术,以及这些接口的下一代性能增强。
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引用次数: 0
Critical review of subsurface processes governing CO2 leakage mechanisms 控制CO2泄漏机制的地下过程的关键审查。
IF 19.3 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-26 DOI: 10.1016/j.cis.2025.103770
Haidar Ali AlAhmad, Shiqi Liu, Ali Alabdrabulrasul, Hussein Hoteit, Cunqi Jia
Geological storage of carbon dioxide is widely regarded as an effective approach to reduce atmospheric CO2. Several geological formations have been investigated for CO2 sequestration, including depleted hydrocarbon reservoirs, unmineable coal seams, and basaltic formations that enable mineral trapping. Confined saline aquifers are generally viewed as a favorable option because of their global distribution. Storage safety in confined saline aquifers remains a major public concern due to significant hydrological challenges, particularly the potential leakage of brine and CO2 into overlying freshwater aquifers. The leakage processes of brine and CO2 have been extensively studied, yet their distinct mechanisms are often conflated in the literature. Brine leakage is primarily pressure-driven, whereas CO2 leakage is governed by saturation dynamics. Leakage may also arise from compromised aquiclude integrity, microfractures, or poorly sealed abandoned wells that act as conduits for vertical fluid migration. In response, numerous analytical, semi-analytical, and numerical models have been developed to describe and quantify leakage behavior. This review critically examines these modeling approaches, highlighting their underlying assumptions, applicability, and limitations, and identifies key knowledge gaps to guide future research on subsurface CO2 containment.
地质封存二氧化碳被广泛认为是减少大气二氧化碳的有效途径。已经研究了几种封存二氧化碳的地质构造,包括枯竭的碳氢化合物储层、不可开采的煤层和能够捕获矿物的玄武岩构造。由于其全球分布,承压盐水含水层通常被视为一个有利的选择。由于重大的水文挑战,特别是盐水和二氧化碳可能泄漏到上覆的淡水含水层,承压盐水含水层的储存安全仍然是公众关注的主要问题。卤水和二氧化碳的泄漏过程已经得到了广泛的研究,但它们的不同机制在文献中经常被混为一谈。盐水泄漏主要是压力驱动的,而二氧化碳泄漏受饱和动力学控制。水层完整性受损、微裂缝或作为垂直流体运移管道的废弃井密封不良也可能导致泄漏。作为回应,许多解析、半解析和数值模型已经被开发出来,以描述和量化泄漏行为。这篇综述严格审查了这些建模方法,强调了它们的潜在假设、适用性和局限性,并确定了关键的知识空白,以指导未来对地下二氧化碳遏制的研究。
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引用次数: 0
Recent advances in molecular simulations of clays: From slit pore to clay matrix nanopore 粘土分子模拟的新进展:从狭缝孔到粘土基质纳米孔
IF 19.3 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-25 DOI: 10.1016/j.cis.2025.103767
Jiangtao Pang , Qi Li , Yunfeng Liang , Takeshi Tsuji
Clays play a critical role in natural and engineered systems due to their unique layered structures, surface reactivity, and capacity to regulate fluid and solute behavior. From carbon sequestration and contaminant containment to enhanced oil recovery and subsurface energy storage, understanding clay–fluid interactions is essential for predicting system performance of sediment complex. However, most atomistic studies have relied on idealized infinite-sheet models, which overlook critical features such as edge terminations, finite particle size, and morphological heterogeneity—elements that dominate in real clay aggregates. This review addresses this knowledge gap by synthesizing recent advances in finite-particle modeling, which capture edge chemistry, stacking disorder, and confinement-driven transport dynamics. We examine the structural construction of finite clay models, discuss key force field developments, and highlight how finite systems alter hydration, ion adsorption, and molecular diffusion. Particular focus is placed on the emergence of anisotropic pore geometries, dynamic confinement effects, and size-dependent mechanical behavior. By bridging infinite and finite modeling paradigms, this review aspires to contribute to on-going efforts in modeling, experimentation, and multiscale integration toward more representative depictions of clay behavior across diverse applications.
由于其独特的层状结构、表面反应性以及调节流体和溶质行为的能力,粘土在自然和工程系统中起着至关重要的作用。从固碳和污染物控制到提高采收率和地下能量储存,了解粘土-流体相互作用对于预测沉积物复体的系统性能至关重要。然而,大多数原子论研究都依赖于理想化的无限薄片模型,忽略了诸如边缘终止、有限粒径和形态异质性等关键特征——这些因素在实际粘土聚集体中占主导地位。这篇综述通过综合有限粒子模型的最新进展来解决这一知识差距,该模型捕获了边缘化学、堆叠无序和受限驱动的输运动力学。我们研究了有限粘土模型的结构结构,讨论了关键力场的发展,并强调了有限系统如何改变水合作用、离子吸附和分子扩散。特别关注的是各向异性孔隙几何形状的出现、动态约束效应和尺寸相关的力学行为。通过桥接无限和有限建模范式,本综述希望有助于在建模、实验和多尺度集成方面的持续努力,以便在不同的应用中对粘土行为进行更有代表性的描述。
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引用次数: 0
Challenges and perspectives of bioglass/chitosan-based coatings on solid supports 固体载体生物玻璃/壳聚糖基涂层的挑战与展望
IF 19.3 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-25 DOI: 10.1016/j.cis.2025.103768
A.E. Wiącek , M. Jurak , K. Przykaza , K. Pastuszak
Biomaterials are natural or synthetic materials designed to substitute or improve the performance of bone or living tissues. Over the past two decades, bioglass (BG) has emerged as a particularly promising biomaterial, consistently demonstrating its capacity to stimulate bone regeneration and osseointegration. Bioglass composites benefit from the addition of natural or synthetic polymers, which not only boost their mechanical integrity but also make them more versatile in terms of fabrication into different shapes and sizes. Of particular interest is typical polysaccharide, chitosan (Ch), a non-toxic, biocompatible, and biodegradable derived from renewable sources, which naturally possesses antibacterial activity. The strategic combination of bioglass and chitosan leverages their individual strengths to create bioactive composite coatings with significant potential for diverse biomedical applications. These novel multilayer/multicomponent coatings deposited on solid support/implant are being actively investigated for their utility in: antimicrobial applications, drug delivery systems, wound dressings, skin regeneration, bone repair, general tissue engineering. Ongoing research is focused on addressing the challenges and exploring the prospects of bioglass/chitosan-based biomaterials to optimize their design and tailor their properties for future advancements in these crucial biomedical fields.
生物材料是用于替代或改善骨或活组织性能的天然或合成材料。在过去的二十年里,生物玻璃(BG)已经成为一种特别有前途的生物材料,不断证明其刺激骨再生和骨整合的能力。生物玻璃复合材料受益于天然或合成聚合物的添加,这不仅提高了它们的机械完整性,而且使它们在制造成不同形状和尺寸方面更加通用。特别感兴趣的是典型的多糖,壳聚糖(Ch),一种无毒,生物相容性和可生物降解的可再生来源,天然具有抗菌活性。生物玻璃和壳聚糖的战略结合利用了它们各自的优势,创造出具有生物活性的复合涂层,在各种生物医学应用中具有巨大的潜力。这些新型的多层/多组分涂层沉积在固体支架/植入物上,正在积极研究其在抗菌应用、药物输送系统、伤口敷料、皮肤再生、骨修复、一般组织工程等方面的应用。正在进行的研究主要集中在解决挑战和探索基于生物玻璃/壳聚糖的生物材料的前景,以优化其设计和定制其特性,以便在这些关键的生物医学领域取得未来的进步。
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引用次数: 0
Dual-property enhancement of naphthenic mineral oil with ZnO nanoparticles for improved cooling and insulation performance 纳米氧化锌对环烷矿物油的双重性能增强及冷却和绝缘性能的改善
IF 19.3 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-22 DOI: 10.1016/j.cis.2025.103766
Khoirudin , Budi Kristiawan , Budi Santoso , Sukarman , Amri Abdulah
The reliability of power transformers is greatly influenced by properties of uninhibited naphthenic base mineral oil (UNMO) used as an insulating oil. This study aims to investigate effects of ZnO nanoparticles on the thermophysical and insulating properties of UNMO. X-ray diffraction testing was conducted to verify the nanoscale size of nanoparticles, with results analyzed using the Scherrer method and William Hall method, including UDM, USDM, and UDEDM approaches. Nanoparticles sizes determined by these methods were 21.65, 26.20, 35.92, 35.37, and 36.01 nm, respectively. These measurements confirmed the samples as nanoparticles with sizes below 100 nm. Nano insulating liquid was prepared using a two-step method with concentrations of 0.01, 0.05, and 0.1 wt%. The results demonstrate that the addition of ZnO nanoparticles simultaneously enhances dielectric breakdown strength and thermal conductivity, while also increasing dielectric losses and electrical conductivity. A highly significant improvement of 42.76% in ACBDV was observed, indicating superior resistance to electrical puncture. Thermal conductivity was also enhanced by up to 81.83%, promising improved heat dissipation and reduced operational temperatures, which contributes to extended transformer lifespan. Conversely, the tan δ and electrical conductivity increased by 44.83% and 49.00%, respectively, representing a trade-off in the form of higher dielectric losses and potential leakage currents.
作为绝缘油的环烷基矿物油的性能对电力变压器的可靠性有很大的影响。本研究旨在研究ZnO纳米颗粒对UNMO热物理和绝缘性能的影响。x射线衍射测试验证了纳米颗粒的纳米级尺寸,并使用Scherrer方法和William Hall方法(包括UDM、USDM和UDEDM方法)对结果进行了分析。测定的纳米颗粒尺寸分别为21.65、26.20、35.92、35.37和36.01 nm。这些测量证实了这些样品是尺寸小于100纳米的纳米颗粒。采用浓度分别为0.01、0.05和0.1 wt%的两步法制备纳米绝缘液。结果表明,ZnO纳米粒子的加入在提高介质击穿强度和导热系数的同时,也增加了介质损耗和电导率。ACBDV显著改善42.76%,表明ACBDV对电穿刺有较好的抵抗能力。导热系数也提高了81.83%,有望改善散热,降低工作温度,从而延长变压器的使用寿命。相反,tan δ和电导率分别增加了44.83%和49.00%,这代表了更高的介电损耗和潜在泄漏电流的权衡。
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引用次数: 0
Interfacial wettability evolution in underground hydrogen storage: Key factors, multiscale effects, and challenges 地下储氢界面润湿性演化:关键因素、多尺度效应和挑战
IF 19.3 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2025-12-20 DOI: 10.1016/j.cis.2025.103763
Xufeng Liang , Yongfei Yang , Haoyun Li , Qi Zhang , Yingwen Li , Hai Sun , Lei Zhang , Junjie Zhong , Kai Zhang , Jun Yao
Large-scale underground hydrogen storage (UHS) has emerged as a crucial strategy for mitigating fluctuations in hydrogen demand. Wettability at the hydrogen-fluid-rock interface is a critical factor controlling hydrogen storage capacity and recovery efficiency. This review systematically elucidates the evolution of multiphase interfacial wettability during hydrogen storage, covering reservoir types, characterization techniques, key influencing factors, and their multiscale impacts. 4D X-ray microscopy offers a promising approach for characterizing the dynamic evolution of interfacial wettability under in-situ conditions. The review provides an in-depth discussion of the factors governing wettability, including geological media, gas composition, salinity, bubble size, temperature, pressure, microorganisms, and organic acids. There is currently a lack of research on the evolution of interfacial wettability under the coupled influence of multiple factors. It is worth noting that nanofluids hold significant potential for wettability control. The discussion spans from the molecular to the macro scale, detailing how the evolution of interfacial wettability impacts adsorption, saturation, gas column height, and relative permeability modeling. The coupled interaction between interfacial wettability and dynamic behavior exerts a complex influence on hydrogen saturation. Macro-scale simulation of UHS requires incorporating mixed wettability into the relative permeability hysteresis model. This review provides fundamental insights into the evolution of interfacial wettability, offering guidance for enhancing the safety and efficiency of UHS.
大规模地下储氢(UHS)已成为缓解氢需求波动的关键战略。氢-流体-岩石界面的润湿性是控制储氢能力和采收率的关键因素。本文系统阐述了储氢过程中多相界面润湿性的演化过程,包括储氢层类型、表征技术、关键影响因素及其多尺度影响。4D x射线显微镜为表征原位条件下界面润湿性的动态演变提供了一种很有前途的方法。该综述深入讨论了影响润湿性的因素,包括地质介质、气体成分、盐度、气泡大小、温度、压力、微生物和有机酸。目前缺乏多因素耦合作用下界面润湿性演化的研究。值得注意的是,纳米流体具有显著的润湿性控制潜力。讨论范围从分子尺度到宏观尺度,详细介绍了界面润湿性的演变如何影响吸附、饱和度、气柱高度和相对渗透率模型。界面润湿性和动力学行为之间的耦合相互作用对氢饱和度有复杂的影响。UHS的宏观模拟需要将混合润湿性纳入相对渗透率滞后模型。本文综述了界面润湿性的演变过程,为提高UHS的安全性和效率提供了指导。
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引用次数: 0
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