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23 pages, 3247 KB  
Article
Charging Response of an Air-Based Reverse Brayton Pumped Thermal Energy Storage System Under Industrial Waste Heat Fluctuations
by Cuiping Meng, Dong Zhang, Huangxia Shi, Gang Wang, Pengjie Hu and Jiakun Lv
Energies 2026, 19(12), 2942; https://doi.org/10.3390/en19122942 (registering DOI) - 22 Jun 2026
Abstract
The growing share of intermittent renewable electricity has increased the need for long-duration storage in industrial energy systems. Meanwhile, many industrial processes still release recoverable low-grade waste heat. Introducing this heat into pumped thermal energy storage (PTES) can improve thermal integration, but industrial [...] Read more.
The growing share of intermittent renewable electricity has increased the need for long-duration storage in industrial energy systems. Meanwhile, many industrial processes still release recoverable low-grade waste heat. Introducing this heat into pumped thermal energy storage (PTES) can improve thermal integration, but industrial waste heat is often unsteady, and its temperature and mass flow fluctuations may disturb the charging process. This study investigates an air-based reverse Brayton PTES system assisted by an industrial hot-water waste heat stream of approximately 100 °C. A dynamic model was developed in Simulink/Simscape. The shaft speed is fixed at 3000 rpm, and a PID controller regulates the molten-salt flow rate to maintain the thermal storage temperature. The results show that increasing the waste heat temperature from 95 °C to 105 °C mainly changes the charging-side heat distribution. The waste heat utilization power increases from 36.0 MW to 37.9 MW, while the regenerator power decreases from 126.8 MW to 122.0 MW. The thermal storage power increases slightly from 117.0 MW to 119.0 MW, with the mechanical input fixed at 81.0 MW. The influence of waste heat temperature is concentrated near the low-temperature heat exchanger, regenerator, and turbine outlet. Under dynamic disturbances, faster temperature ramps increase short-term deviations, but the PID-based molten-salt flow regulation keeps the storage temperature close to 550 °C, indicating that the proposed control strategy can suppress moderate thermal disturbances during charging. When waste heat temperature and mass flow rate vary together, same-direction changes strengthen the disturbance, whereas opposite-direction changes partly offset it. These results clarify the disturbance propagation mechanism of fluctuating industrial waste heat in the PTES charging loop and provide a basis for the dynamic design and temperature-control strategy of waste-heat-assisted PTES systems. Full article
(This article belongs to the Section D: Energy Storage and Application)
16 pages, 2336 KB  
Article
Numerical Study on Thermodynamic Performance of Shell-and-Tube and Compact Printed-Circuit Heat Exchangers for Aero-Engine Lubricating Oil System
by Huiqing Jiang, Guangle Li, Qian Huang, Wang Li and Yaguo Lyu
Energies 2026, 19(12), 2941; https://doi.org/10.3390/en19122941 (registering DOI) - 22 Jun 2026
Abstract
To address the continuously increasing thermal load of aero-engines, fuel/lubricating oil heat exchangers are evolving toward higher heat transfer efficiency, lower flow resistance, and lighter weight. This paper numerically compares the thermo-hydraulic performance of a conventional shell-and-tube heat exchanger (STHE) and three typical [...] Read more.
To address the continuously increasing thermal load of aero-engines, fuel/lubricating oil heat exchangers are evolving toward higher heat transfer efficiency, lower flow resistance, and lighter weight. This paper numerically compares the thermo-hydraulic performance of a conventional shell-and-tube heat exchanger (STHE) and three typical types of printed-circuit heat exchangers (PCHEs) for aero-engine applications. The three PCHE configurations fall into two categories based on their flow channel geometries: continuous-rib structures (straight and Z channels) and a discontinuous-rib structure (airfoil channel). All models are established under identical core volume and equivalent diameter to ensure a fair comparison. The results show that the airfoil-channel PCHE achieves the best overall performance. Compared with the STHE, it increases the heat transfer rate by 63%, reduces flow resistance by 76%, expands heat transfer area by 125%, and reduces operating weight by 60%. Flow field analysis reveals that the airfoil channel enables efficient heat transfer without excessive flow resistance through three key mechanisms: leading-edge impingement, periodic boundary layer reconstruction, and uniform flow mixing. This study provides an important reference for the selection and optimization of high-efficiency compact heat exchangers in aero-engines. Full article
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18 pages, 12271 KB  
Article
Physiology-Mimicking Microfluidic Oxygenator with Good Hemocompatibility for In Vitro Respiratory Support of Preterm Infants
by Yu Tao, Yao Lu, Weijun Zeng, Donggen Xiao and Haixuan Sun
Micromachines 2026, 17(6), 745; https://doi.org/10.3390/mi17060745 (registering DOI) - 20 Jun 2026
Abstract
Preterm infants, especially extremely preterm infants under 28 weeks of gestation, face high mortality rates due to respiratory distress resulting from pulmonary immaturity. Conventional mechanical ventilation and extracorporeal membrane oxygenation (ECMO) therapy inevitably cause irreversible lung injury or severe complications, respectively. Here, we [...] Read more.
Preterm infants, especially extremely preterm infants under 28 weeks of gestation, face high mortality rates due to respiratory distress resulting from pulmonary immaturity. Conventional mechanical ventilation and extracorporeal membrane oxygenation (ECMO) therapy inevitably cause irreversible lung injury or severe complications, respectively. Here, we developed a microfluidic oxygenator (MO) mimicking the human alveolar-capillary barrier to provide respiratory support for preterm infants. These structures promoted uniform flow distribution, reduced high-shear stress and flow stagnation, and improved gas exchange efficiency. In vitro experiments demonstrated that a single-layer MO raised blood oxygen saturation from 64.7% to 96.5% at 8 mL/min, with a corrected vol% oxygen transfer of 5.24% (52.4 mL O2/L blood). Hemolysis and coagulation measurements after a 6 h circulation confirmed good hemocompatibility, with most blood damage attributable to the pump. An eight-layer stacked MO was configured with a total priming volume of approximately 5.6 mL and a pressure drop of 25–35 mmHg at 24–40 mL/min, indicating its potential in pumpless extracorporeal circulation for preterm neonates. This MO holds promise for providing minimally invasive and customizable respiratory support in an artificial uterus system. Full article
(This article belongs to the Section B2: Biofabrication and Tissue Engineering)
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16 pages, 1777 KB  
Article
Study on Analytical Model of Heat Transfer and Long-Term Operation Characteristics of Energy Tunnels
by Zhigang Shi, Zheng Xu, Chaozheng Wang, Yu Wang, Shiwei Xia, Lin Zhang, Jin Tu and Peng He
Energies 2026, 19(12), 2918; https://doi.org/10.3390/en19122918 (registering DOI) - 20 Jun 2026
Abstract
Existing studies on energy tunnels mainly focus on short-term heat transfer and neglect long-term thermal accumulation. This paper establishes a one-dimensional unsteady heat transfer model using Robin boundary conditions, considering air–lining coupled heat transfer and seasonal tunnel air temperature variations. The model is [...] Read more.
Existing studies on energy tunnels mainly focus on short-term heat transfer and neglect long-term thermal accumulation. This paper establishes a one-dimensional unsteady heat transfer model using Robin boundary conditions, considering air–lining coupled heat transfer and seasonal tunnel air temperature variations. The model is verified with experimental and numerical results, and the relative error is less than 1%. Simulations of 20-year continuous operation show that the host rock temperature presents obvious periodic fluctuations. The thermal influence zone expands rapidly at the initial operation stage and gradually stabilizes. Sensitivity analysis indicates that thermal conductivity, air flow velocity and circulating fluid velocity significantly affect the long-term thermal performance. Higher thermal conductivity speeds up heat diffusion, higher air velocity strengthens convective heat transfer, and higher fluid velocity improves heat exchange efficiency but increases pumping consumption. The model can accurately predict long-term temperature evolution, providing theoretical support for the design and operation optimization of energy tunnels. Full article
23 pages, 6843 KB  
Article
Simulation of Purging and Injection in Long-Distance Liquid Ammonia Pipeline Commissioning Process
by Pengbo Yin, Bo Wang, Peiyan Zeng, Wen Yang, Junwen Chen, Zhenchao Li, Weidong Li, Jiaqing Li, Lin Teng and Lilong Jiang
Processes 2026, 14(12), 2008; https://doi.org/10.3390/pr14122008 (registering DOI) - 20 Jun 2026
Abstract
With the expansion of ammonia energy applications, long-distance liquid ammonia pipelines are expected to support large-scale cross-regional ammonia transport. In the liquid ammonia pipeline commissioning process, gaseous ammonia purging involves ammonia–nitrogen mixing and possible liquefaction, while liquid ammonia injection may induce flashing and [...] Read more.
With the expansion of ammonia energy applications, long-distance liquid ammonia pipelines are expected to support large-scale cross-regional ammonia transport. In the liquid ammonia pipeline commissioning process, gaseous ammonia purging involves ammonia–nitrogen mixing and possible liquefaction, while liquid ammonia injection may induce flashing and severe local cooling, all of which can affect commissioning safety. To characterize these thermodynamic phenomena, a transient gas–liquid two-phase flow model was established and validated using OLGA 2022.1.0 software for simulating the long-distance liquid ammonia pipeline commissioning. The model adopts the cross-sectionally averaged one-dimensional approach. A volume-corrected Soave–Redlich–Kwong (SRK) equation of state for ammonia was adapted, validated, and used to generate OLGA-compatible thermodynamic property tables. The results show that, during gaseous ammonia purging, a higher flowrate shortens the displacement time by accelerating nitrogen removal, and this effect is more pronounced at higher ambient temperatures due to enhanced molecular diffusion. Along the pipeline, pressure gradually decreases from frictional resistance, with a steeper drop near the outlet caused by gas acceleration, and temperature gradually approaches ambient through heat exchange with the pipe wall and surrounding soil. A high gaseous ammonia flowrate can cause partial liquefaction, regasification, and temperature fluctuations. During liquid ammonia injection, local condensation and slight liquid accumulation occur before the liquid front arrives, and the low-temperature region moves with the liquid front. The liquid ammonia mass flowrate has the strongest influence on the injection process, as it reduces the completion time but increases the outlet temperature, outlet pressure, and the low-temperature risk downstream of the valve. Therefore, it should be controlled within an appropriate range to balance efficiency and low-temperature safety risks. This work provides a rapid and efficient prediction model for key thermo-hydraulic parameters during liquid ammonia pipeline commissioning, and the overall analyses offer insights for on-site process design and safety control. Full article
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30 pages, 1772 KB  
Review
Horizontal Gene Transfer in Listeria monocytogenes: Evolution of Antimicrobial Resistance and Virulence in a One Health Context
by Georgeta Stefan, Maria Rodica Gurau, Nicoleta Ciocîrlie, Laurențiu Tudor, Stelian Bărăităreanu, Diana-Lidia Tache-Codreanu, Corina Sporea, Alexandru Gligor, Ionica Iancu and Viorel Herman
Biology 2026, 15(12), 961; https://doi.org/10.3390/biology15120961 (registering DOI) - 19 Jun 2026
Viewed by 227
Abstract
Listeria monocytogenes is a ubiquitous Gram-positive bacterium responsible for listeriosis, a foodborne zoonotic disease affecting humans and animals. Although infection in immunocompetent individuals is often asymptomatic or limited to mild self-limiting gastroenteritis, Listeria monocytogenes may cause severe invasive disease in vulnerable groups, including [...] Read more.
Listeria monocytogenes is a ubiquitous Gram-positive bacterium responsible for listeriosis, a foodborne zoonotic disease affecting humans and animals. Although infection in immunocompetent individuals is often asymptomatic or limited to mild self-limiting gastroenteritis, Listeria monocytogenes may cause severe invasive disease in vulnerable groups, including pregnant women, neonates, elderly individuals, and immunocompromised patients. Although the incidence of listeriosis is relatively low compared with many other foodborne pathogens, the high hospitalization and mortality rates associated with clinical cases make this bacterium a major concern for food safety and public health. The evolutionary success of L. monocytogenes reflects the interaction between a conserved core genome and a dynamic accessory genome shaped by horizontal gene transfer (HGT), ecological selection, and expansion of specific clones. Transient intestinal carriage in humans and animals, potentially influenced by gut microbiome composition, creates ecological interfaces where plasmids, transposons, prophages, and integrative conjugative elements contribute to the exchange of antimicrobial resistance determinants, virulence factors, and stress tolerance systems. Virulence diversification is further influenced by the differential distribution of pathogenicity islands such as LIPI-1, LIPI-3, and LIPI-4 across specific clonal lineages. These evolutionary processes occur across interconnected farm, food-production, environmental, and clinical ecosystems consistent with the One Health framework. Advances in whole-genome sequencing have clarified lineage-specific gene flow, expansion of specific clones, and the dynamics of the resistome and mobilome in L. monocytogenes populations. This narrative review aims to synthesize current knowledge on the mobile genetic elements and ecological interfaces that shape horizontal gene transfer in L. monocytogenes. Its novelty lies in integrating antimicrobial resistance, virulence-associated genomic islands, stress adaptation, and gut microbiome-mediated selection within a One Health and metapopulation framework. The main message of this review is that HGT should be interpreted as a context-dependent contributor to L. monocytogenes adaptation, acting together with clonal background, ecological selection, and mobile genetic elements. Full article
(This article belongs to the Section Microbiology)
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28 pages, 2016 KB  
Article
Hydrochemical Characteristics and Water–Rock Interaction of Typical Geothermal Reservoirs in Northern China: A Case Study from Tianjin Geothermal Field
by Qiuxia Zhang, Zhaolong Feng, Donglin Liu, Shengtao Li, Xiaofeng Jia, Jian Song and Yahui Yao
Energies 2026, 19(12), 2894; https://doi.org/10.3390/en19122894 - 18 Jun 2026
Viewed by 87
Abstract
Tianjin, nestled on the North China Plain, possesses abundant geothermal resources with tremendous potential for development and utilization. This study employs hydrogeochemical and isotopic analysis techniques to thoroughly explore the geochemical characteristics and circulation patterns of geothermal fluids in Tianjin, shedding light on [...] Read more.
Tianjin, nestled on the North China Plain, possesses abundant geothermal resources with tremendous potential for development and utilization. This study employs hydrogeochemical and isotopic analysis techniques to thoroughly explore the geochemical characteristics and circulation patterns of geothermal fluids in Tianjin, shedding light on the mechanisms underlying the formation and evolution of deep geothermal fluids. The findings reveal that atmospheric precipitation serves as the primary recharge source for the region’s geothermal fluids, with the calculated recharge heights coinciding with those of the Jixian mountainous area. This precipitation infiltrates through permeable layers and the deep, large faults surrounding the southern plain, entering relatively enclosed or semi-enclosed geothermal reservoirs. As they circulate, the geothermal fluids undergo intricate interactions with the surrounding rocks, including processes such as leaching, adsorption, carbonate reprecipitation, cation exchange, and decarbonation. The fluids circulate at depths ranging from 1.6 to 3.5 km, with temperatures spanning from 67 to 133 °C. Along the flow path, the anionic composition of the geothermal fluids shifts from HCO3 dominance in the north to a coexistence of Cl and SO42−, ultimately dominated by Cl in the south, accompanied by an increase in total dissolved solids (TDS). The results indicate that Tianjin geothermal fluids are mainly recharged by meteoric water and evolve along their flow paths through dissolution of evaporitic and carbonate minerals, cation exchange, and carbonate precipitation. Hydrochemical and Sr-isotope differences suggest generally limited vertical connectivity among the studied reservoirs, although local hydraulic interaction may occur near conductive faults. These results provide constraints on the hydrogeochemical evolution and management of geothermal resources in the Tianjin sedimentary basin. Full article
25 pages, 5988 KB  
Article
Geoelectrical Characterization as a Criterion for the Implementation of a Riverbank Filtration System in the Roldanillo–Unión–Toro (RUT) Agricultural Irrigation District, Colombia
by Leonardo Castillo-Sánchez, Luis Darío Sánchez-Torres, María Fernanda Jaramillo-Llorente, Edgar Leonardo Quiroga-Rubiano, Diego Gómez-Calle and Andrés Fernando Echeverri-Sánchez
Water 2026, 18(12), 1496; https://doi.org/10.3390/w18121496 - 18 Jun 2026
Viewed by 227
Abstract
Increasing pressure on surface water resources in intensive agricultural regions has driven the search for sustainable alternatives for irrigation supply, especially in areas where water quality limits crop safety and export opportunities. In this context, riverbank filtration (RBF) systems offer a nature-based solution [...] Read more.
Increasing pressure on surface water resources in intensive agricultural regions has driven the search for sustainable alternatives for irrigation supply, especially in areas where water quality limits crop safety and export opportunities. In this context, riverbank filtration (RBF) systems offer a nature-based solution by utilizing physical, chemical, and biological processes associated with river–aquifer exchange. However, their implementation depends on suitable site selection supported by hydrogeological, geomorphological, and hydraulic criteria. This study developed an integrated methodology to identify zones with potential for implementing RBF systems in the Roldanillo–Unión–Toro irrigation district, located in northern Valle del Cauca, Colombia. This region requires irrigation water over 10,256 ha of agricultural land (mainly sugarcane, maize, grapes, and guava). We combined geophysical methods (vertical electrical soundings, 2D electrical resistivity tomography, and passive seismic), geotechnical methods (CPTu tests), and hydraulic characterization of the river reach to evaluate subsurface stratigraphy, preliminary hydrogeological suitability, inferred river–aquifer connectivity conditions, and channel stability. The evaluation covered four sectors along an approximately 21 km stretch of the Cauca River’s left-bank alluvial valley. The results revealed pronounced lateral and vertical heterogeneity of alluvial materials. However, the “El Palmar” sector was identified as the best-supported priority sector for future RBF validation, due to the presence of profile-scale evidence of potentially permeable sandy and gravelly units with intermediate resistivity values (52–61 Ω·m), favorable stratigraphic organization, and stable river-reach conditions during the field campaign. In contrast, the other three sectors (La Esperanza, Candelaria, and Cayetana) showed more fine-grained sediments with deeper permeable strata. River-flow measurements during the July 2025 field campaign indicated high discharge conditions at the evaluated reach, while river-channel observations showed active fine-sediment transport; these findings provide hydraulic and sedimentary context for the future evaluation of induced infiltration and potential clogging, but do not constitute direct evidence of river–aquifer exchange. This study highlights the value of integrated screening approaches for prioritizing candidate RBF sites in agricultural alluvial settings, while indicating that pumping tests, piezometric monitoring, hydraulic-gradient analysis, and water-quality validation remain necessary before engineering implementation. Full article
(This article belongs to the Special Issue Application of Geophysical Techniques in Hydrogeological Research)
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44 pages, 690 KB  
Article
Optimal Scheduling of Integrated Energy System Based on Flexibility Rule-Embedded TD3
by Hongyang Jin, Ruifeng Wang and Dong Zhang
Electronics 2026, 15(12), 2673; https://doi.org/10.3390/electronics15122673 - 16 Jun 2026
Viewed by 121
Abstract
The high penetration of renewable energy has exposed integrated energy systems (IES) to stronger source-load uncertainties. Traditional scheduling methods that primarily pursue economic optimality often fail to account for system regulation margins, which may lead to excessive charging and discharging of energy storage [...] Read more.
The high penetration of renewable energy has exposed integrated energy systems (IES) to stronger source-load uncertainties. Traditional scheduling methods that primarily pursue economic optimality often fail to account for system regulation margins, which may lead to excessive charging and discharging of energy storage systems, frequent fluctuations in unit output, and insufficient supply–demand matching capability under uncertain operating scenarios. To address these issues, this paper proposes a Flex-TD3 optimal scheduling method for IESs with embedded flexibility rules. First, a regional IES model incorporating photovoltaic generation, wind power, micro-gas turbines, gas boilers, electric chillers, waste heat recovery units, heat exchangers, and battery energy storage systems is established to describe the coupling relationships among electricity, heat, cooling, and gas flows, as well as the operational constraints of key devices. Second, active regulation flexibility indicators are constructed from the perspectives of system upward regulation capability, downward regulation capability, energy storage state health, and electro-thermal decoupling regulation margin. A comprehensive flexibility score is then formulated to characterize the system’s capability to cope with renewable energy fluctuations and load disturbances under the current operating state. Third, the flexibility indicators are embedded into the state space and reward function of the Twin Delayed Deep Deterministic Policy Gradient (TD3) algorithm, and a rule-based physical feasibility mapping mechanism is introduced to modify the raw scheduling actions generated by the agent according to device operational constraints, thereby enhancing the physical consistency and operational safety of the scheduling strategy. Case study results show that, compared with traditional optimal scheduling methods, the proposed method achieves better overall performance in terms of training convergence speed, operational economy, and scheduling stability. It can effectively reduce system operating costs, improve renewable energy accommodation capability, and decrease renewable energy curtailment, supply shortages, and constraint violations. Under uncertain scenarios involving renewable energy prediction errors, load disturbances, and high renewable energy penetration, the proposed method still maintains favorable scheduling performance, demonstrating its effectiveness and robustness. Full article
(This article belongs to the Special Issue Design and Control of Renewable Energy Systems in Smart Cities)
36 pages, 4490 KB  
Review
Reconsidering Fluidity in Architectural Design in the Digital Era: A Conceptual Review of Scientific Articles from the Past Three Decades (1995–2025)
by Bojana Jerković-Babović and Ana Nikezić
Buildings 2026, 16(12), 2396; https://doi.org/10.3390/buildings16122396 - 16 Jun 2026
Viewed by 200
Abstract
This study critically explores theoretical concepts of fluidity in architectural design, addressing its positioning, challenges, and evolving role within digital-era developments in scientific research over the past three decades. The aim of this article is to critically review the fluidity research gap in [...] Read more.
This study critically explores theoretical concepts of fluidity in architectural design, addressing its positioning, challenges, and evolving role within digital-era developments in scientific research over the past three decades. The aim of this article is to critically review the fluidity research gap in architectural design, shifting the concept away from ambiguous and inconsistent formal metaphors toward recognizing its importance within the interdisciplinary context of digitization and networking. The research method employs a four-level content analysis based on a deductive approach. The development of an interdisciplinary conceptual framework of fluidity is examined, alongside its changing scope, meanings, and positioning within the field of architectural design research. The study employs the definition and systematization of key terms and spatial aspects to trace the transformation of fluidity. This is achieved through the analysis of a selected corpus of peer-reviewed scientific articles, structured along cultural and technological lines of thought. The results reveal (1) the manner in which fluidity is situated within the domain of architecture in relation to adjacent scientific fields, along technological and cultural lines, and (2) the manner in which corresponding spatial aspects and demands for new forms of knowledge in architectural design have emerged and transformed from predominantly formal and expressive interpretations and metaphors towards a more operational and methodological role. This paper contributes to architectural design research through the development of a structured conceptual and analytical framework that positions fluidity within architectural inquiry. The study addresses the opportunities and challenges of conceptualizing the continuous variability of the notion of fluidity and the spatial aspects it is based on in architectural design processes in response to cultural and technological transformations. Furthermore, the study extends fluidity beyond its role as a design language for articulating complex spatial formations and their experiential implications by establishing a conceptual bridge between digital notions of fluidity and constructural design thinking, thereby reframing fluidity as a performative condition that structures access, movement, and exchange within evolving socio-technical flow systems. Full article
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19 pages, 3735 KB  
Article
Rheological Transformation of Waxy Crude Oil During Transition to a Viscoplastic State
by Uzak Zhapbasbayev, Timur Bekibayev, Gaukhar Ramazanova and Olzhas Kenzhaliev
Appl. Sci. 2026, 16(12), 5999; https://doi.org/10.3390/app16125999 - 13 Jun 2026
Viewed by 103
Abstract
This study investigates non-isothermal laminar flow of waxy crude oil in a pipe. Due to heat exchange with the surroundings, the flow cools along the pipe length, resulting in a gradual transformation of the oil rheology from Newtonian to viscoplastic behavior. The mathematical [...] Read more.
This study investigates non-isothermal laminar flow of waxy crude oil in a pipe. Due to heat exchange with the surroundings, the flow cools along the pipe length, resulting in a gradual transformation of the oil rheology from Newtonian to viscoplastic behavior. The mathematical model is based on the generalized Navier–Stokes equations coupled with the Shvedov–Bingham rheological model and the effective viscosity approach. The governing equations were solved numerically using the control volume method in the velocity–pressure formulation. The numerical simulations produced velocity, temperature, and effective viscosity fields, as well as pressure-drop data characterizing the rheological state of the waxy crude oil throughout the pipe flow domain. It was established that, in the central region of the inlet flow, the oil retains Newtonian behavior, whereas viscoplastic behavior begins to develop near the pipe wall. Further downstream, the flow progressively transforms into a viscoplastic state over the entire pipe cross-section, accompanied by the formation of stagnant near-wall regions and a plug-flow core. Full article
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35 pages, 2239 KB  
Article
A Hybrid Model for Standardized, Flexible, and Intelligent Metadata-Based Description of Electronic Documents in Digital Library and Archival Information Systems
by Adilbek Dauletov, Bahodir Muminov, Noila Matyakubova, Tozagul Matyakubova, Kholisxon Akhmedova, Zarnigor Kholmatova and Bobur Buriev
Information 2026, 17(6), 590; https://doi.org/10.3390/info17060590 - 12 Jun 2026
Viewed by 203
Abstract
The increasing flow of documents in digital libraries, archives and electronic document management systems makes the standardization, adaptation and automation of the process of creating metadata an urgent scientific problem. Metadata directly affects the efficiency of document search, identification, semantic interpretation, long-term storage [...] Read more.
The increasing flow of documents in digital libraries, archives and electronic document management systems makes the standardization, adaptation and automation of the process of creating metadata an urgent scientific problem. Metadata directly affects the efficiency of document search, identification, semantic interpretation, long-term storage and intersystem exchange. However, while standardized description based on MARC21, a flexible approach to creating a dynamic field, and intelligent methods based on deep learning, cover these requirements separately, the issue of their full integration into a single methodological system has not been sufficiently resolved. In this study, an integrated hybrid model for describing electronic documents based on standardized, flexible, and intelligent metadata was proposed. A mixed electronic document corpus of 1500 documents was formed for evaluation. The corpus consisted of books, dissertations, scientific articles, archival documents, and heterogeneous electronic documents, with 300 samples selected from each group. Key metadata elements for each document were manually identified and used as ground truth. According to experimental results, the MARC21-based constructor achieved 96.8% structural compatibility and 95.6% metadata completeness, but the average description time was 6.8 min. The dynamic field approach achieved 93.4% structural compatibility and 94.1% metadata completeness, and reduced the description time to 4.1 min. The deep learning-based intelligent module achieved a structural matching score of 91.7%, a metadata extraction score of 93.8% F1, and reduced the processing time to 1.9 min. The proposed hybrid model achieved a structural matching score of 95.9%, a metadata F1 score of 95.1%, and an average description time of 2.3 min. The results showed that the hybrid model is a balanced solution between metadata quality, flexibility, and automation. Full article
15 pages, 7263 KB  
Article
A New Model of Sub-Diffusion in a Divergent Flow Tracer Test with Vertical Advection and Dispersion in the Wellbore
by Shanglei Pan and Dongbao Zhou
Appl. Sci. 2026, 16(12), 5907; https://doi.org/10.3390/app16125907 - 11 Jun 2026
Viewed by 85
Abstract
The characterization of solute transport dynamics in both the injection wellbore and the aquifer is essential for parameter estimation in the divergent flow tracer test. However, many previous studies usually ignore the transport dynamics in the wellbore and represent it with simple injection [...] Read more.
The characterization of solute transport dynamics in both the injection wellbore and the aquifer is essential for parameter estimation in the divergent flow tracer test. However, many previous studies usually ignore the transport dynamics in the wellbore and represent it with simple injection modes. In this study, a new model was developed by considering the transport dynamic in the injection wellbore. A semi-analytical solution of the new model was derived and validated to better analyze the effects of the wellbore and aquifer on the anomalous transport dynamic and mass exchange in the injection wellbore–aquifer system. The results show that the injection wellbore has a significant effect on solute transport in the aquifer. As the Peclet number (Pe1) in the wellbore increases, the value of peak concentration of the breakthrough curves (BTCs) in the aquifer increases and the value of late-time tailing of the BTC decreases. Particularly, the simulated BTC by the new model reduces to the traditional model when the Pe1 is large enough. The aquifer inversely influences the sub-diffusion in the wellbore such that an increase in porosity in the aquifer leads to a stronger sub-diffusion in the wellbore, while a decrease in dispersivity in the aquifer leads to weaker sub-diffusion in the wellbore. These findings shed light on the quantification of sub-diffusion in the wellbore–aquifer system. Full article
(This article belongs to the Section Environmental Sciences)
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12 pages, 2233 KB  
Proceeding Paper
Structural Assessment of a Compact Offset Strip Fin Heat Exchanger for Hydrogen Fuel Cell Electric Aircraft
by Sahil Bhapkar, Siddharth Patkar, Markus Kober and Stefan Kazula
Eng. Proc. 2026, 133(1), 195; https://doi.org/10.3390/engproc2026133195 - 10 Jun 2026
Viewed by 120
Abstract
Hydrogen fuel cells offer strong potential for decarbonizing aviation, yet their megawatt-scale integration is limited by thermal management system (TMS) challenges. In low-temperature Proton Exchange Membrane Fuel Cell (PEMFC) systems, the heat exchanger (HEX) is the key TMS component influencing thermal efficiency, mass, [...] Read more.
Hydrogen fuel cells offer strong potential for decarbonizing aviation, yet their megawatt-scale integration is limited by thermal management system (TMS) challenges. In low-temperature Proton Exchange Membrane Fuel Cell (PEMFC) systems, the heat exchanger (HEX) is the key TMS component influencing thermal efficiency, mass, and reliability. While prior work has focused on thermo-hydraulic optimization, structural behavior under flight conditions remains insufficiently addressed. This study introduces a coupled CFD–FEA methodology for a nacelle-integrated, megawatt-class plate–fin HEX. The model captures the effects of non-uniform thermal loads, constrained thermal expansion, and dynamic excitation. Local flow-induced vibrations are assessed through pre-stressed modal analysis, and global dynamic behavior is predicted using a homogenized approach. Results show that thermally induced stresses dominate over pressure loads, and the introduction of coolant-fin geometries with suitable expansion tolerances mitigates stress and resonance risks. The approach provides design guidance for structurally robust, vibration-tolerant, and aero-thermally efficient HEXs for next-generation PEMFC-powered aircraft. Full article
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20 pages, 7348 KB  
Article
Multi-Decadal Impacts of Coastal Reclamation on Tidal Hydrodynamics in a Semi-Enclosed Bay: A Case Study of Yueqing Bay
by Jiabao Liu, Xinkai Wang, Tinglu Cai, Xiaoming Xia and Fuyuan Chen
J. Mar. Sci. Eng. 2026, 14(12), 1077; https://doi.org/10.3390/jmse14121077 - 10 Jun 2026
Viewed by 182
Abstract
Coastal reclamation reshapes tidal hydrodynamics in semi-enclosed bays by removing intertidal storage, modifying channel conveyance, and redistributing tidal exchange among connected sub-regions. This study quantifies the multi-decadal cumulative impacts of reclamation on tidal currents and tidal prism in Yueqing Bay, China, using shoreline [...] Read more.
Coastal reclamation reshapes tidal hydrodynamics in semi-enclosed bays by removing intertidal storage, modifying channel conveyance, and redistributing tidal exchange among connected sub-regions. This study quantifies the multi-decadal cumulative impacts of reclamation on tidal currents and tidal prism in Yueqing Bay, China, using shoreline and bathymetric reconstructions for 1978, 2002, 2013, and 2020; hydrological observations; and a two-dimensional MIKE21 FM tidal hydrodynamic model. Characteristic cross-sections were used to estimate bay-wide and sub-regional tidal prisms, and representative stations were used to diagnose current-speed responses. The bay-wide tidal prism decreased from 15.235 × 108 m3 in 1978 to 12.316 × 108 m3 in 2020, corresponding to a reduction of 2.919 × 108 m3 (19.16%). The strongest loss occurred during 1978–2002, when large-scale reclamation and closure of the Xuanmen Channel removed tidal storage and redirected flow into the remaining main-channel system. Although reclamation intensity weakened after 2013, mean current speed still changed by −0.050 to 0.033 m/s and sub-regional tidal-prism shares continued to adjust, indicating delayed hydrodynamic reorganization rather than immediate stabilization. These results show that reclamation impacts cannot be explained by reclaimed area alone; they depend on project timing, spatial layout, and the connectivity with key tidal pathways. The findings support staged assessment and pathway-sensitive shoreline management in reclaimed semi-enclosed bays. Full article
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