Energy & FuelsPub Date : 2026-11-05Epub Date: 2026-10-21DOI: 10.1021/acs.energyfuels.6c03567
Victoria Bishop, Xianglin Li, Halil Tetik, Dong Lin, Wei Wei
{"title":"Integrated Photovoltaic-Supercapacitor Systems: Structural Architectures, Materials Innovations, and Emerging Multifunctional Designs","authors":"Victoria Bishop, Xianglin Li, Halil Tetik, Dong Lin, Wei Wei","doi":"10.1021/acs.energyfuels.6c03567","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c03567","url":null,"abstract":"<p>Renewable energytechnologies that simultaneously harvestand storeenergy are attracting increasing attention as next-generation powersolutions for portable, wearable, and self-powered electronic systems.Among these technologies, monolithically integrated solar energy conversionand storage devices that combine solar cells (SCs) with supercapacitorsinto singular, encapsulated structures offer a promising pathway toaddress the intermittency of solar power while enabling compact andmultifunctional energy platforms. This review systematically summarizesrecent progress in monolithically integrated solar energy harvestingand storage systems, with particular emphasis on structural architectures,photovoltaic configurations, electrode/electrolyte engineering, andmultifunctional device designs. The advantages and limitations oftwo-electrode, three-electrode, and shared-substrate configurationsare critically compared in terms of internal resistance, power matching,fabrication complexity, mechanical flexibility, and overall energyconversion-storage efficiency. Recent advances in rigid, flexible,and fibrous integrated systems based on silicon, dye-sensitized, perovskite,organic, and quantum-dot solar cells are comprehensively discussed,alongside emerging developments in photorechargeable supercapacitors,electrochromic systems, and multifunctional photovoltaic–triboelectrichybrid devices. Particular attention is given to the roles of advancedmaterials, including graphene, carbon nanotubes, MXenes, conductivepolymers, and other low-dimensional materials, in enhancing electrochemicalperformance, flexibility, and device stability. Current challengesassociated with electrolyte compatibility, device mismatch, mechanicaldurability, long-term cycling stability, scalability, and performancestandardization are further analyzed. Finally, future perspectivestoward high-efficiency, mechanically robust, and commercially viableintegrated energy systems for wearable electronics, smart textiles,and distributed energy applications are outlined.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 44","pages":"24099–24130"},"PeriodicalIF":6.0,"publicationDate":"2026-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149330288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Coupled Two-Phase Flow and Density-Driven Convective Dissolution in a Deep Saline Aquifer during CO2 Sequestration","authors":"Relli Dileep Kumar, Tummuri Naga Venkata Pavan, Khumujam Jeffry Singh, Suresh Kumar Govindarajan","doi":"10.1021/acs.energyfuels.6c04063","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c04063","url":null,"abstract":"<p>Therise in greenhouse gas emissions has led to an increase inthe Earth’s temperature. Carbon dioxide sequestration is chosenas a critical technology for reducing CO<sub>2</sub> emissions intothe atmosphere. Significant progress has already been made in CO<sub>2</sub> sequestration, with numerous pilot projects and field-scaleoperations underway. The trapping mechanisms involved in deep salineaquifers help in long-term storage. However, the studies on the coupledeffects of flow and various trapping mechanisms are limited. Therefore,in the current work, the coupled two-phase flow and density-drivenconvective dissolution were studied using numerical simulations inCOMSOL Multiphysics. The model is assumed to be isothermal and homogeneous.The primary results showed that pressure and saturation changes duringinjection and after shutdown have a significant impact on convectivedissolution, which differs from single-phase models. In the mathematicalframework, a solubility model is implemented to understand the effectof equilibrium concentration on convective dissolution quantitatively,followed by a sensitivity analysis conducted by varying the compositionof brine, permeability, and Rayleigh number. From the brine compositionsensitivity study, brine density, viscosity, and equilibrium concentrationvariation with brine composition were identified as crucial for convectivedissolution as well as CO<sub>2</sub> plume migration. Later, permeabilityvariation showed that convective dissolution accelerated with an increasein permeability. Then, the combination of fluid and rock propertiesused in the Rayleigh number investigation showed a significant impacton saturation and pressure changes in the aquifer. Hence, the integrationof two-phase flow dynamics is found to be pivotal for characterizingthe convective dissolution trapping in a deep saline aquifer.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 44","pages":"24421–24439"},"PeriodicalIF":6.0,"publicationDate":"2026-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149330341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Energy & FuelsPub Date : 2026-11-05Epub Date: 2026-10-26DOI: 10.1021/acs.energyfuels.6c03565
Kevin N. Lichinga, Archana Balikram, Keka Ojha
{"title":"Interfacial and Bulk Stabilization Mechanisms of Thermally Stable anionic–zwitterionic Foam Fracturing Fluids for Unconventional-Reservoir Applications","authors":"Kevin N. Lichinga, Archana Balikram, Keka Ojha","doi":"10.1021/acs.energyfuels.6c03565","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c03565","url":null,"abstract":"<p>Foam fracturing fluids can reduce water consumption andimproveproppant transport compared with conventional water-based fracturingfluids, but maintaining foam stability as temperature increases remainschallenging because of accelerated drainage, film thinning, and bubblecoalescence. This study aimed to develop and mechanistically evaluatethermally stable foam systems based on α-olefin sulfonate (AOS),sodium dodecylbenzenesulfonate (SDBS), and lauryl sulfobetaine (LB),with cetyltrimethylammonium bromide (CTAB) included as a referenceindividual surfactant and AOS–LB and SDBS–LB investigatedas binary mixtures. Interfacial and thermodynamic properties werecharacterized at 25 °C, while foam performance was evaluatedat 30–70 °C. The mixed surfactant systems exhibited superiorfoam performance compared with the individual surfactants. AOS–LBshowed a stronger tendency toward bulk micellization and drainageresistance, whereas SDBS–LB exhibited more favorable interfacialcharacteristics, bulk viscoelasticity, and the highest overall foamstability. At 70 °C, SDBS–LB maintained a foam half-lifeof 65 min and reduced proppant settling velocity by approximately46% relative to AOS. The combined results revealed distinct but complementarystabilization pathways, with AOS–LB dominated by bulk structuralorganization and SDBS–LB benefiting from favorable interfacialcharacteristics and bulk viscoelasticity. The novelty of this worklies in establishing an integrated framework that relates interfacialcharacteristics, bulk rheology, drainage, bubble morphology, and proppanttransport to the temperature-dependent stability of anionic–zwitterionicfoam systems. These findings identify SDBS–LB as a promisingformulation for further development of foam fracturing fluids forunconventional-reservoir applications.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 44","pages":"24258–24273"},"PeriodicalIF":6.0,"publicationDate":"2026-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149330411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Energy & FuelsPub Date : 2026-11-05Epub Date: 2026-10-26DOI: 10.1021/acs.energyfuels.6c03454
Jiahao Guo, Shuxia Li, Xin Lei, Xiaohan Zhang, Huiyun Wen, Lu Liu, Hongxi Mai, Zhenhao Ren, Yongmao Hao
{"title":"Numerical Study on Multiphase Production Dynamics and Sand Migration in Deepwater Unconsolidated Shallow Gas Reservoirs with Hydrate-Bearing Layer","authors":"Jiahao Guo, Shuxia Li, Xin Lei, Xiaohan Zhang, Huiyun Wen, Lu Liu, Hongxi Mai, Zhenhao Ren, Yongmao Hao","doi":"10.1021/acs.energyfuels.6c03454","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c03454","url":null,"abstract":"<p>Deepwater shallow gas reservoirspossess substantialresource potential.However, because they are commonly hosted in unconsolidated sandstonesand overlain by a hydrate-bearing layer (HBL), their development isaccompanied by complex fluid–solid interactions and significantsand production risks. In this study, a three-dimensional radial multiphaseand multicomponent numerical model incorporating sand migration wasestablished using CMG STARS to investigate the production behaviorand spatiotemporal evolution of gas, water, and sand during depressurizationproduction of a shallow gas layer (SGL) beneath an HBL. The resultsshow that gas, water, and sand production rates rapidly reach peakvalues at the early production stage. Thereafter, gas production graduallydeclines with reservoir pressure depletion, whereas the gradual restorationof water-phase mobility leads to a slow increase in water productionrate and water–gas ratio. Hydrate dissociation remains limitedto the gas–water interface, while the sand production zoneevolves from rapid expansion to gradual contraction. increases inpore volume and flow capacity induced by sand migration contributeslittle to gas production enhancement, with a maximum increase of only1.2%. Higher reservoir permeability results in greater gas and waterproduction, a higher water–gas ratio, and higher sand production.In contrast, a higher initial water saturation of the SGL reducesgas production but increases water production and water–gasratio while suppressing sand production. A larger overall pressuredrawdown enhances gas and water productivity but aggravates sand production.A smaller single-step pressure reduction causes a more pronounceddelay in productivity release and induces alternating expansion–contractionfluctuations of the sand production zone. These findings provide guidancefor sand-control design and production optimization in deepwater shallowgas reservoirs.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 44","pages":"24390–24406"},"PeriodicalIF":6.0,"publicationDate":"2026-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149330330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Energy & FuelsPub Date : 2026-11-05Epub Date: 2026-10-26DOI: 10.1021/acs.energyfuels.6c03176
Md. Rubel, Sasipa Boonyubol, A. H. Ahmad, Cries Avian, A. S. M. Bakibillah, Muhammad Aziz, Jeffrey S. Cross
{"title":"HEFA-Derived Sustainable Aviation Fuel: A Review of Catalytic Upgrading, Techno-economic Viability, and Machine Learning-Guided Optimization","authors":"Md. Rubel, Sasipa Boonyubol, A. H. Ahmad, Cries Avian, A. S. M. Bakibillah, Muhammad Aziz, Jeffrey S. Cross","doi":"10.1021/acs.energyfuels.6c03176","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c03176","url":null,"abstract":"<p>Commercial aviation contributes approximately 2% of globalanthropogenicCO<sub>2</sub> emissions, while non-CO<sub>2</sub> effects, includingnitrogen oxides (NO<sub><em>x</em></sub>), soot/black carbonparticles, and contrail-induced cirrus formation, substantially increasethe total climate impact. Hydroprocessed esters and fatty acids syntheticparaffinic kerosene (HEFA-SPK) remains the most commercially deployedASTM-certified sustainable aviation fuel (SAF) pathway, reducing life-cyclegreenhouse gas (GHG) emissions by approximately 55–92% on aCO<sub>2</sub>-equivalent basis relative to conventional Jet A-1,with variations driven by feedstock type, hydrogen source, and life-cycleassessment methodology and assumptions. However, large-scale HEFA-SAFdeployment remains constrained by catalyst deactivation, limited jet-rangeselectivity, high hydrogen demand, and volatile lipid feedstock costs.Unlike previous HEFA-SAF reviews that evaluated catalyst development,process conversion, and economic assessment in isolation, this workprovides a multiscale integration framework that systematically linksmolecular-level catalyst mechanisms with techno-economic performanceand machine learning (ML) optimization. Within this framework, catalystselectivity among the “hydrodeoxygenation” (HDO), “decarboxylation”(DCX), and “decarbonylation” (DCN) pathways is directlyconnected to hydrogen consumption and the feedstock-dependent minimumjet fuel selling price (MJFSP), whereas “hydrocracking”and “hydroisomerization” efficiency are linked to hydrogencosts and process configurations. Drawing on the literature from 2017to June 2026, this review critically evaluates the opportunities andlimitations of ML across the HEFA-SAF value chain, emphasizing thatML-guided catalyst discovery requires rigorous experimental validationbefore industrial implementation. To address data fragmentation acrossthe published literature, a standardized, integrated HEFA data setframework─combining catalyst-level descriptors, process-levelparameters, techno-economic indicators and a 2025–2030 researchroadmap─is introduced as the primary contribution. The roadmapidentifies four critical priorities: extending catalyst lifetime underrealistic feeds, reducing external hydrogen dependence, establishingreliable low-cost feedstock supply chains, and developing validateddata sets for ML-driven optimization. By establishing explicit linkagesacross catalytic science, process engineering, techno-economic analysis,and data-driven tools, this review accelerates cost-competitive andscalable HEFA-SAF deployment.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 44","pages":"24051–24076"},"PeriodicalIF":6.0,"publicationDate":"2026-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149330415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Energy & FuelsPub Date : 2026-11-05Epub Date: 2026-10-21DOI: 10.1021/acs.energyfuels.6c03070
Camille Pellegrin, Antoine Daudin, Nadège Charon, Christophe Geantet, Dorothée Laurenti
{"title":"Catalytic Enzymatic Hydrolysis Lignin Hydroconversion Targeting Sustainable Aviation Fuels: Solvent Effect","authors":"Camille Pellegrin, Antoine Daudin, Nadège Charon, Christophe Geantet, Dorothée Laurenti","doi":"10.1021/acs.energyfuels.6c03070","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c03070","url":null,"abstract":"<p>In this study, we investigated the effect of the solventon thehydroconversion of enzymatic hydrolysis lignin (EHL) using a NiMoScatalyst supported on an alumina-zeolite extrudate. The lignin wascharacterized via standard complementary techniques (size exclusionchromatography (SEC), NMR, and elemental analyses), with its low solubilityto be taken into account. A comparison of the solvents for the conversionof EHL indicated that a H-donor solvent such as tetralin was indeedmore effective in recovering a liquid fraction than hydrocarbon- andalcohol-based solvents. Alcohol solvents such as ethanol, in mixturewith heptane, and isobutanol resulted only in a slight improvementin liquefaction under these operating conditions. The main drawbacksof alcohol and tetralin solvents are their tendency to react duringhydroconversion, which complicates the analysis of the liquid fractions,making it difficult to assess the catalytic impact. Notably, the useof heptane enabled the production of a fully deoxygenated liquid fractionfrom EHL, consisting of a mixture of cycloalkanes, alkanes, and aromatics.Even if it is obtained with quite low yield from raw EHL, this mixtureis fully consistent with the composition of jet fuel in terms of chemicalgroups and could easily be used, probably after finishing treatments,in the formulation of sustainable aviation fuels (SAFs).</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 44","pages":"24338–24349"},"PeriodicalIF":6.0,"publicationDate":"2026-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149330250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Energy & FuelsPub Date : 2026-11-05Epub Date: 2026-10-25DOI: 10.1021/acs.energyfuels.6c02652
Ana Carolina Silva da Cunha, Fernanda Paludetto Pelaquim, Juliana Otavia Bahú, Suelen Gauna Trindade, Vanessa Cristina Bizotto Guersoni, Carlos Eduardo Perles, Paulo de Tarso Vieira e Rosa, Marcelo Souza de Castro
{"title":"Density and Viscosity of “Live” Water-in-Heavy-Oil Emulsions under Reservoir/Production Conditions: Experimental and Modeling Approaches","authors":"Ana Carolina Silva da Cunha, Fernanda Paludetto Pelaquim, Juliana Otavia Bahú, Suelen Gauna Trindade, Vanessa Cristina Bizotto Guersoni, Carlos Eduardo Perles, Paulo de Tarso Vieira e Rosa, Marcelo Souza de Castro","doi":"10.1021/acs.energyfuels.6c02652","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c02652","url":null,"abstract":"<p>Water-in-heavy-oil (W/O) emulsions represent significantflow assurancechallenges in the oil and gas industry, affecting oil recovery, energyconsumption, and equipment integrity. Understanding their physicalproperties under reservoir and production conditions is essential,as these properties directly influence fluid flow behavior. This studyevaluates the density and viscosity of heavy oil emulsion recombinedwith methane (5 m<sup>3</sup>·m<sup>–3</sup>) over a rangeof pressures (40–250 bar), temperatures (323.15–368.15K), and water cut (3–30 wt %). Measurements were performedusing a U-tube oscillation densimeter and a capillary viscometer abovethe bubble point pressure. Density and viscosity were modeled usingSoave–Redlich–Kwong (SRK) and Peng–Robinson (PR)cubic equations of state (EoS) coupled with an emulsion viscosityformulation. The experimental results indicate that increasing temperaturesignificantly reduces density and viscosity due to thermal expansionand enhanced molecular mobility, whereas pressure intensifies intermolecularinteractions, which leads to higher values of these properties. Increasingwater cut promotes stronger droplet–droplet interactions andmicrostructural organization within the emulsion. Density variationsremained below 3%, while viscosity exhibited changes of up to 80%,which underscores the dominant role of interfacial and multiscalephenomena. All EoS provided satisfactory predictions, with averagedeviations below 1.46% for density and 9.30% for viscosity; SRK showedbetter overall agreement than PR and PR78, while the use of PR78 didnot lead to systematic improvements over the conventional PR formulation.Overall, the results provide new insights into heavy oil emulsionbehavior and support the development of improved thermodynamic modelsand flow assurance strategies under realistic conditions.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 44","pages":"24161–24177"},"PeriodicalIF":6.0,"publicationDate":"2026-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149330440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Energy & FuelsPub Date : 2026-11-05Epub Date: 2026-10-23DOI: 10.1021/acs.energyfuels.6c03299
Yun Xie, Mahdi Khishvand, Ziqiang Qin, Mohammad Piri
{"title":"Evolution of In Situ Wettability and Capillary Displacements in Carbonate Rocks: The Effect of Injection Brine Composition","authors":"Yun Xie, Mahdi Khishvand, Ziqiang Qin, Mohammad Piri","doi":"10.1021/acs.energyfuels.6c03299","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c03299","url":null,"abstract":"<p>Ion-specific interactions at fluid-mineralinterfaces play a criticalrole in controlling wettability and multiphase flow in porous materials.In this study, a series of two-phase flow experiments were conductedon miniature oil-wet carbonate cores to investigate how aqueous chemistryregulates dynamic wettability evolution and pore-scale displacementbehavior. Companion cores were conditioned using a common aging protocolto establish comparable mean oil-wet states and subsequently subjectedto waterflooding under controlled chemical environments. Fluid configurationsand in situ geometric contact angles were characterized at successiveimaging stages using high-resolution X-ray microcomputed tomography.As wettability evolved in response to controlled aqueous chemistrytoward less oil-wet states, the pathways of pore-scale invasion werecorrespondingly reorganized. Morphology-based analysis of the oildisplaced between consecutive imaging stages quantified the relativevolume contributions of piston-like invasion and wetting-layer drainageto incremental oil recovery. Piston-like invasion dominated initialdisplacement, whereas wetting-layer drainage accounted for most later-stagerecovery during low-salinity flooding. These stage-dependent contributionsconnect brine-associated wettability changes with the pore-scale processesresponsible for oil mobilization.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 44","pages":"24187–24200"},"PeriodicalIF":6.0,"publicationDate":"2026-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149330223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Energy & FuelsPub Date : 2026-11-05Epub Date: 2026-10-26DOI: 10.1021/acs.energyfuels.6c05211
Eric B. Sirota
{"title":"Correction to “The Viscosity of Oils”","authors":"Eric B. Sirota","doi":"10.1021/acs.energyfuels.6c05211","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c05211","url":null,"abstract":"","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 44","pages":"24468–24468"},"PeriodicalIF":6.0,"publicationDate":"2026-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149330369","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}