Pub Date : 2026-10-22Epub Date: 2026-10-12DOI: 10.1021/acs.energyfuels.6c03690
Hyeonsu Jeong, Ye Hwan Lee, Younghee Jang, Jae Heon Kim, Byung Hyun Moon, Sung Su Kim
SO2 removal in marine exhaust gas cleaningsystems isevaluated together with the CO2 concentration. Absorbentdesign must therefore consider selective SO2 removal inthe presence of CO2. This study compared the SO2 absorption performance, pH stability, and SO2/CO2 selectivity of NaOH, NaHCO3, and Na2CO3 under SO2-only conditions and in the presenceof 8% CO2 using simulated marine exhaust gas. At an equalcompound molarity of 0.25 M under SO2-only conditions,Na2CO3 showed the highest conversion retentionand pH stability. Its average SO2 conversion was 99.6%,the duration at pH ≥ 7 was 98.6 min, and t90 exceeded120 min. Na2CO3 also exhibited the highest overallgas-phase mass transfer coefficient, KG, of 8.932 ×10–3 mol·m–2 · s–1 · kPa–1 in wetted-wall column(WWC) tests. In the presence of 8% CO2, all three absorbentsmaintained approximately 99% SO2 conversion. NaHCO3 showed the highest uptake-based apparent SO2/CO2 selectivity of 0.213. These results guided the design ofNaHCO3–Na2CO3–NaOHbuffer-type mixed absorbents. The 1%-A and 5%-B formulations wereselected from the 1 and 5 wt % groups, respectively, as candidatesfor subsequent wet scrubber evaluation. Both maintained pH ≥7 for 180 min in the bubble reactor. Their apparent CO2 uptakes were 36.6 and 22.9 mmol·L-solution–1, respectively. In the wet scrubber, 1%-A and 5%-B achieved SO2 conversions of 96.5% and 94.6%, respectively, while the outletCO2 concentration remained close to the inlet level. Thestudy identifies bicarbonate-rich, low-NaOH buffer-type formulationsthat maintain SO2 removal while showing a small decreasein outlet CO2 concentration.
{"title":"Selective SO2 Absorption in CO2-Containing Simulated Marine Exhaust Gas: Optimization of Sodium-Based Buffer-Type Mixed Absorbents","authors":"Hyeonsu Jeong, Ye Hwan Lee, Younghee Jang, Jae Heon Kim, Byung Hyun Moon, Sung Su Kim","doi":"10.1021/acs.energyfuels.6c03690","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c03690","url":null,"abstract":"<p>SO<sub>2</sub> removal in marine exhaust gas cleaningsystems isevaluated together with the CO<sub>2</sub> concentration. Absorbentdesign must therefore consider selective SO<sub>2</sub> removal inthe presence of CO<sub>2</sub>. This study compared the SO<sub>2</sub> absorption performance, pH stability, and SO<sub>2</sub>/CO<sub>2</sub> selectivity of NaOH, NaHCO<sub>3</sub>, and Na<sub>2</sub>CO<sub>3</sub> under SO<sub>2</sub>-only conditions and in the presenceof 8% CO<sub>2</sub> using simulated marine exhaust gas. At an equalcompound molarity of 0.25 M under SO<sub>2</sub>-only conditions,Na<sub>2</sub>CO<sub>3</sub> showed the highest conversion retentionand pH stability. Its average SO<sub>2</sub> conversion was 99.6%,the duration at pH ≥ 7 was 98.6 min, and t<sub>90</sub> exceeded120 min. Na<sub>2</sub>CO<sub>3</sub> also exhibited the highest overallgas-phase mass transfer coefficient, K<sub>G</sub>, of 8.932 ×10<sup>–3</sup> mol·m<sup>–2</sup> · s<sup>–1</sup> · kPa<sup>–1</sup> in wetted-wall column(WWC) tests. In the presence of 8% CO<sub>2</sub>, all three absorbentsmaintained approximately 99% SO<sub>2</sub> conversion. NaHCO<sub>3</sub> showed the highest uptake-based apparent SO<sub>2</sub>/CO<sub>2</sub> selectivity of 0.213. These results guided the design ofNaHCO<sub>3</sub>–Na<sub>2</sub>CO<sub>3</sub>–NaOHbuffer-type mixed absorbents. The 1%-A and 5%-B formulations wereselected from the 1 and 5 wt % groups, respectively, as candidatesfor subsequent wet scrubber evaluation. Both maintained pH ≥7 for 180 min in the bubble reactor. Their apparent CO<sub>2</sub> uptakes were 36.6 and 22.9 mmol·L-solution<sup>–1</sup>, respectively. In the wet scrubber, 1%-A and 5%-B achieved SO<sub>2</sub> conversions of 96.5% and 94.6%, respectively, while the outletCO<sub>2</sub> concentration remained close to the inlet level. Thestudy identifies bicarbonate-rich, low-NaOH buffer-type formulationsthat maintain SO<sub>2</sub> removal while showing a small decreasein outlet CO<sub>2</sub> concentration.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 42","pages":"23406–23416"},"PeriodicalIF":6.0,"publicationDate":"2026-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149233542","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}
Gel polymer electrolytes (GPEs) are emerging as a promisingsolutionfor rechargeable lithium batteries because they combine the high ionicconductivity of liquid electrolytes with the mechanical stabilityand enhanced safety of solid polymer systems. GPEs immobilize liquidcomponents within a polymer matrix while maintaining efficient ionicconductivity and electrochemical performance. This review discusseshow in situ polymerization has emerged as a promising fabricationstrategy for developing high-performance gel polymer electrolytes(GPEs) with enhanced safety, improved interfacial compatibility, andsuperior electrochemical stability. It further highlights recent advancementsin GPE design, with particular emphasis on electrode–electrolyteinterphase engineering through cathode surface modification and structuraloptimization. Special emphasis is given to the formation, stability,and improvement of the electrode–electrolyte interphase, whichplay critical roles in suppressing electrolyte decomposition and stabilizingbattery performance. Furthermore, the performance of GPEs under extremeenvironments, particularly low-temperature conditions, is criticallydiscussed, including the influence of low temperature on Li+ ion transport kinetics and solid electrolyte interphase (SEI) stability.Strategies to overcome these limitations are also been summarized.In addition, advanced characterization techniques such as electrochemicalimpedance spectroscopy (EIS), X-ray photoelectron spectroscopy, andtransmission electron microscopy are highlighted for understandingthe dynamic, chemical, and structural evolution of interphases duringcycling. This review also outlines the future prospects and majorchallenges associated with GPEs and provides conceptual strategiesfor the development of safe and high-performance lithium batteries.
{"title":"Gel Polymer Electrolytes for Next-Generation Lithium Batteries: A Review of Interface Engineering and In Situ Polymerization","authors":"Udit Singh, Ramesh Chand Thakur, Shivani, Sandeep Chauhan","doi":"10.1021/acs.energyfuels.6c02975","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c02975","url":null,"abstract":"<p>Gel polymer electrolytes (GPEs) are emerging as a promisingsolutionfor rechargeable lithium batteries because they combine the high ionicconductivity of liquid electrolytes with the mechanical stabilityand enhanced safety of solid polymer systems. GPEs immobilize liquidcomponents within a polymer matrix while maintaining efficient ionicconductivity and electrochemical performance. This review discusseshow in situ polymerization has emerged as a promising fabricationstrategy for developing high-performance gel polymer electrolytes(GPEs) with enhanced safety, improved interfacial compatibility, andsuperior electrochemical stability. It further highlights recent advancementsin GPE design, with particular emphasis on electrode–electrolyteinterphase engineering through cathode surface modification and structuraloptimization. Special emphasis is given to the formation, stability,and improvement of the electrode–electrolyte interphase, whichplay critical roles in suppressing electrolyte decomposition and stabilizingbattery performance. Furthermore, the performance of GPEs under extremeenvironments, particularly low-temperature conditions, is criticallydiscussed, including the influence of low temperature on Li<sup>+</sup> ion transport kinetics and solid electrolyte interphase (SEI) stability.Strategies to overcome these limitations are also been summarized.In addition, advanced characterization techniques such as electrochemicalimpedance spectroscopy (EIS), X-ray photoelectron spectroscopy, andtransmission electron microscopy are highlighted for understandingthe dynamic, chemical, and structural evolution of interphases duringcycling. This review also outlines the future prospects and majorchallenges associated with GPEs and provides conceptual strategiesfor the development of safe and high-performance lithium batteries.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 42","pages":"23008–23036"},"PeriodicalIF":6.0,"publicationDate":"2026-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149230445","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}
We estimate the solubility of wateras an impurity in fluid CO2 by calculating the chemicalpotential from intermolecularinteractions. The evaluation is conducted across a broad range oftemperatures and pressures relevant to CO2 transport andstorage. The formation of hydrate from impurity of water reduces thesolubility relative to the value expected for fluid CO2 coexisting with the metastable aqueous solution without hydrateformation. The solubility of water obtained shows good agreement withexperimental measurements and model calculations. Compression leadsto a lower solubility in a range of the gaseous state when the solubilityis expressed in the conventionally used mole fraction. We show thatthis is merely an apparently strange behavior and disappears by changingthe unit to molarity. The molarity-based solubility is beneficialnot only for the present study to understand temperature and pressuredependence of solubility in terms of intermolecular interactions butalso for correlating it with the driving force for water-induced corrosion.These fundamental insights into the phase equilibria of fluid CO2 and water are valuable for technological development to preventpipeline blockages caused by hydrate formation and to mitigate water-inducedcorrosion in CO2 transport and storage.
{"title":"Molecular Insights into Water Solubility in Fluid Carbon Dioxide for CCS Applications","authors":"Hideki Tanaka, Masakazu Matsumoto, Takuma Yagasaki, Munetaka Takeuchi, Takumi Kono","doi":"10.1021/acs.energyfuels.6c04094","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c04094","url":null,"abstract":"<p>We estimate the solubility of wateras an impurity in fluid CO<sub>2</sub> by calculating the chemicalpotential from intermolecularinteractions. The evaluation is conducted across a broad range oftemperatures and pressures relevant to CO<sub>2</sub> transport andstorage. The formation of hydrate from impurity of water reduces thesolubility relative to the value expected for fluid CO<sub>2</sub> coexisting with the metastable aqueous solution without hydrateformation. The solubility of water obtained shows good agreement withexperimental measurements and model calculations. Compression leadsto a lower solubility in a range of the gaseous state when the solubilityis expressed in the conventionally used mole fraction. We show thatthis is merely an apparently strange behavior and disappears by changingthe unit to molarity. The molarity-based solubility is beneficialnot only for the present study to understand temperature and pressuredependence of solubility in terms of intermolecular interactions butalso for correlating it with the driving force for water-induced corrosion.These fundamental insights into the phase equilibria of fluid CO<sub>2</sub> and water are valuable for technological development to preventpipeline blockages caused by hydrate formation and to mitigate water-inducedcorrosion in CO<sub>2</sub> transport and storage.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 42","pages":"23427–23435"},"PeriodicalIF":6.0,"publicationDate":"2026-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149233334","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}
Pub Date : 2026-10-22Epub Date: 2026-10-09DOI: 10.1021/acs.energyfuels.6c04018
Jiacheng Wang, Ming Huang
Metal cyanamides represent an emerging class of functionalsolidswhose properties extend beyond those of traditional oxides and sulfides.While the dianionic [NCN]2– moiety shares the samecharge as O2– and S2–, givingrise to structural similarities with established metal chalcogenides,its inherent electronic delocalization and dynamic bonding flexibilitydistinguish it from conventional ligands. Crucially, the reversibleinterconversion between distinct bonding configurations within theNCN framework in specific metal cyanamides provides opportunitiesfor regulating redox activity and electronic transport. This reviewsummarizes recent advances in understanding the structure–propertyrelationships of metal cyanamides, covering rational synthesis andtheir emerging applications in catalysis and rechargeable batteries.We highlight how the dynamic nature of the cyanamide ligand facilitatesmultifunctionality, positioning these architectures as versatile platformsfor next-generation catalysis and energy technologies while identifyingcritical challenges and opportunities for future materials design.
{"title":"Minireview and Perspective of Emerging Metal Cyanamide Architectures for Catalytic and Energy Storage Applications","authors":"Jiacheng Wang, Ming Huang","doi":"10.1021/acs.energyfuels.6c04018","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c04018","url":null,"abstract":"<p>Metal cyanamides represent an emerging class of functionalsolidswhose properties extend beyond those of traditional oxides and sulfides.While the dianionic [NCN]<sup>2–</sup> moiety shares the samecharge as O<sup>2–</sup> and S<sup>2–</sup>, givingrise to structural similarities with established metal chalcogenides,its inherent electronic delocalization and dynamic bonding flexibilitydistinguish it from conventional ligands. Crucially, the reversibleinterconversion between distinct bonding configurations within theNCN framework in specific metal cyanamides provides opportunitiesfor regulating redox activity and electronic transport. This reviewsummarizes recent advances in understanding the structure–propertyrelationships of metal cyanamides, covering rational synthesis andtheir emerging applications in catalysis and rechargeable batteries.We highlight how the dynamic nature of the cyanamide ligand facilitatesmultifunctionality, positioning these architectures as versatile platformsfor next-generation catalysis and energy technologies while identifyingcritical challenges and opportunities for future materials design.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 42","pages":"23104–23117"},"PeriodicalIF":6.0,"publicationDate":"2026-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149233353","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}
Pub Date : 2026-10-22Epub Date: 2026-10-12DOI: 10.1021/acs.energyfuels.6c02717
Jiaying Wang, Da Liu, Yi Wu, Ci Yu, Zhe Kong, Qianchen Hu
Solar photovoltaic (PV) is recognized as one of the effectivepathwaysto achieving carbon neutrality, receiving extensive advocacy and themost widespread implementation in China. However, the expansion ofthe photovoltaic industry has created significant challenges for wastemanagement. Current research on the comprehensive resource potentialand sustainable benefits of decommissioned PV systems in China remainsinsufficient, particularly when climate commitments and PV industrydevelopment stages are considered together. Accordingly, this studyproposes a comprehensive evaluation framework to assess the multidimensionalsustainable benefits of decommissioned PV recycling across integratedscenario combinations. The results indicate that (1) by 2050, cumulativedecommissioned PV will range from 1164.2 to 1402.7 GW, generating6.43 × 107–7.86 × 107 MT ofresource potential. (2) An estimated 93.83% of the PV waste may consistof PV modules, 6.04% may be inverters, and 0.13% may be cables andbrackets. Among these, glass (61%), aluminum (16%), and steel (14%)are projected to constitute the largest proportions. (3) Recyclingdecommissioned PV could generate cumulative net economic benefitsranging from CNY 903.49 to 1088.60 billion (USD 140.40 to 161.99 billion),save between 2.19 × 108 and 3.81 × 108 GJ of primary energy, reduce carbon emissions by 111.44 to 142.05million tons of CO2-eq, decrease wastewater generationby 2.52 to 3.43 billion m3, and prevent the accumulationof solid waste by 47.27 to 56.95 billion tons. This study offers valuableinsights into photovoltaic waste management and recycling in China,as well as guides other countries facing challenges in the disposalof decommissioned PV systems.
{"title":"The Coming Wave of PV Waste in China: A Systematic Assessment of Recycling Potentials toward a Circular Economy","authors":"Jiaying Wang, Da Liu, Yi Wu, Ci Yu, Zhe Kong, Qianchen Hu","doi":"10.1021/acs.energyfuels.6c02717","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c02717","url":null,"abstract":"<p>Solar photovoltaic (PV) is recognized as one of the effectivepathwaysto achieving carbon neutrality, receiving extensive advocacy and themost widespread implementation in China. However, the expansion ofthe photovoltaic industry has created significant challenges for wastemanagement. Current research on the comprehensive resource potentialand sustainable benefits of decommissioned PV systems in China remainsinsufficient, particularly when climate commitments and PV industrydevelopment stages are considered together. Accordingly, this studyproposes a comprehensive evaluation framework to assess the multidimensionalsustainable benefits of decommissioned PV recycling across integratedscenario combinations. The results indicate that (1) by 2050, cumulativedecommissioned PV will range from 1164.2 to 1402.7 GW, generating6.43 × 10<sup>7</sup>–7.86 × 10<sup>7</sup> MT ofresource potential. (2) An estimated 93.83% of the PV waste may consistof PV modules, 6.04% may be inverters, and 0.13% may be cables andbrackets. Among these, glass (61%), aluminum (16%), and steel (14%)are projected to constitute the largest proportions. (3) Recyclingdecommissioned PV could generate cumulative net economic benefitsranging from CNY 903.49 to 1088.60 billion (USD 140.40 to 161.99 billion),save between 2.19 × 10<sup>8</sup> and 3.81 × 10<sup>8</sup> GJ of primary energy, reduce carbon emissions by 111.44 to 142.05million tons of CO<sub>2</sub>-eq, decrease wastewater generationby 2.52 to 3.43 billion m<sup>3</sup>, and prevent the accumulationof solid waste by 47.27 to 56.95 billion tons. This study offers valuableinsights into photovoltaic waste management and recycling in China,as well as guides other countries facing challenges in the disposalof decommissioned PV systems.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 42","pages":"23520–23539"},"PeriodicalIF":6.0,"publicationDate":"2026-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149233506","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}
Pub Date : 2026-10-22Epub Date: 2026-10-09DOI: 10.1021/acs.energyfuels.6c01134
Norihiro Okinaka, Yoshihiro Nakatsuka, Satoshi Ohtsuki, Ray Boswell, Timothy S. Collett, Douglas Cismoski, Kyojiro Kawaguchi
A 10-month gas production test from a gas hydrate-bearingsandreservoir was successfully conducted on the Alaska North Slope tobetter understand reservoir depressurization-based gas production.The JOGMEC-DOE-USGS Collaborative Gas Hydrate R&D Project in Alaskawas implemented collaboratively by Japan Organization for Metals andEnergy Security (JOGMEC) under the MH21-S R&D consortium, U.S.Department of Energy (DOE) National Energy Technology Laboratory (NETL),and U.S. Geological Survey (USGS), continuing over a quarter centuryof joint research. Using findings from the “Stratigraphic TestWell” drilled in 2018, a testing program was designed withtwo production wells and a geoscience data acquisition well supportedby “built-for-purpose” surface production test facilities.During the operations, testing was conducted in only one of the dedicatedproduction test wells, with production monitoring being conductedin the other three test site wells. Lessons from past field testsin Japan, the U.S., and Canada informed key system designs such assand control, artificial lift, and sensor installations (temperature,pressure, strain, and acoustic). Production testing began on September19, 2023. Despite periodic disruptions due to artificial lift systemproblems, the tested gas hydrate-bearing reservoir was subjected todepressurization for a total of 216 days, which included a periodof stable borehole pressure drawdown of ∼400 psi (from an initialin situ pressure of 1250 psi) that was maintained for over two months,allowing continuous data collection. In the test’s final phase,an alternative artificial lift system was installed to achieve lowerbottom-hole pressures. Key findings from the 2-month continuous productionperiod at constant bottom-hole pressure include (1) stable production,showing no indication of either increases or declines in productionrates; (2) pressure and temperature impacts were observed in all monitoringwells, indicating the rate and nature of hydrate dissociation; and(3) gas–water ratio (GWR) averaging around 600 m3/m3─far exceeding values from previous short durationtests or from numerical simulations.
{"title":"Project Overview of the 2023–2024 Production Test of Gas Hydrate on the Alaska North Slope","authors":"Norihiro Okinaka, Yoshihiro Nakatsuka, Satoshi Ohtsuki, Ray Boswell, Timothy S. Collett, Douglas Cismoski, Kyojiro Kawaguchi","doi":"10.1021/acs.energyfuels.6c01134","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c01134","url":null,"abstract":"<p>A 10-month gas production test from a gas hydrate-bearingsandreservoir was successfully conducted on the Alaska North Slope tobetter understand reservoir depressurization-based gas production.The JOGMEC-DOE-USGS Collaborative Gas Hydrate R&D Project in Alaskawas implemented collaboratively by Japan Organization for Metals andEnergy Security (JOGMEC) under the MH21-S R&D consortium, U.S.Department of Energy (DOE) National Energy Technology Laboratory (NETL),and U.S. Geological Survey (USGS), continuing over a quarter centuryof joint research. Using findings from the “Stratigraphic TestWell” drilled in 2018, a testing program was designed withtwo production wells and a geoscience data acquisition well supportedby “built-for-purpose” surface production test facilities.During the operations, testing was conducted in only one of the dedicatedproduction test wells, with production monitoring being conductedin the other three test site wells. Lessons from past field testsin Japan, the U.S., and Canada informed key system designs such assand control, artificial lift, and sensor installations (temperature,pressure, strain, and acoustic). Production testing began on September19, 2023. Despite periodic disruptions due to artificial lift systemproblems, the tested gas hydrate-bearing reservoir was subjected todepressurization for a total of 216 days, which included a periodof stable borehole pressure drawdown of ∼400 psi (from an initialin situ pressure of 1250 psi) that was maintained for over two months,allowing continuous data collection. In the test’s final phase,an alternative artificial lift system was installed to achieve lowerbottom-hole pressures. Key findings from the 2-month continuous productionperiod at constant bottom-hole pressure include (1) stable production,showing no indication of either increases or declines in productionrates; (2) pressure and temperature impacts were observed in all monitoringwells, indicating the rate and nature of hydrate dissociation; and(3) gas–water ratio (GWR) averaging around 600 m<sup>3</sup>/m<sup>3</sup>─far exceeding values from previous short durationtests or from numerical simulations.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 42","pages":"23172–23190"},"PeriodicalIF":6.0,"publicationDate":"2026-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149233333","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}
Pub Date : 2026-10-22Epub Date: 2026-10-12DOI: 10.1021/acs.energyfuels.6c04568
Joachim Moortgat, Felipe Mourão Coelho, Abbas Firoozabadi
We present an ion-specific parameterization of the electrolyteCubic-Plus-Association (eCPA) equation of state, which we refer toas ms-eCPA, for phase equilibria of CO2 and CH4 in multisalt aqueous brines containing Na+, Cl–, K+, Ca2+, Mg2+, and SO42–. The model includes a Soave–Redlich–Kwongphysical term with a Huron–Vidal mixing rule, Wertheim 4C associationof water with CO2 cross-association, and Debye–Hückelplus Born electrostatic contributions on an ionic basis; the staticpermittivity is closed self-consistently through the Onsager–Kirkwoodrelation. The parameterization is hierarchical─each level ofadded physical description (nonpolar fluids, the associating solvent,ions in the solvent, gases over brine) introduces only parametersfitted to that level’s own data─with the top-level gas–ioninteraction energies and ion volume translations calibrated against1,931 experimental CO2–brine VLE points in fivesalts (T = 283–473 K, P =1.3–1200 bar, ms = 0.09–6 mol kg–1), 581 CH4–brinepoints in six salts (T = 298–598 K, P = 4–1379 bar, ms = 0.25–6 mol kg–1), and 905 high-accuracybrine densities (T = 283–473 K, P = 9–686 bar). A colligative verification of the inheritedion parameters against the Pitzer osmotic-coefficient standard uncovers,and corrects, two defects in the published ion set (the Ca2+ parameters and the Mg2+ polarizability). Across the parametrizedrange, at salt molalities to 6 mol kg–1, the modelpredicts CO2 solubility to within 4.3–11.1% AAREper salt and CH4 solubility within 1.6–10.2% AAREper salt, reproduces brine density across the full salinity and temperaturerange through a temperature-dependent ion-specific Pénelouxvolume translation with a single ion-additive coefficient set, predictsCO2 solubility in mixed-salt brines with no mixed-brinetuning, and predicts measured calorimetric enthalpies of CO2 dissolution in water and NaCl brines to 0.6 kJ mol–1 with no adjusted parameters. The parameterization provides the thermodynamicbasis for subsurface CO2 sequestration and CH4 production in realistic formation brines. In a separate study, themodel is paired with robust two- and three-phase stability and flashcomputations and extended to N2, H2, C2H6, C3H8, and CH4–CO2 gas mixtures.
我们提出了一种离子特异性参数化的电解cubic + association (eCPA)状态方程,我们称之为ms-eCPA,用于在含有Na+、Cl -、K+、Ca2+、Mg2+和SO42 -的多盐盐水中CO2和CH4的相平衡。该模型包括带有休伦-维达尔混合规则的sove - redlich - kwong物理项,水与CO2交叉结合的Wertheim 4C缔合,以及离子基础上的debye - h ckelplus Born静电贡献;通过onsager - kirkwood关系,静态介电常数是闭自洽的。参数化是分层的──每一层添加的物理描述(非极性流体、伴生溶剂、溶剂中的离子、卤水上的气体)只引入与该层自身数据相匹配的参数──最顶层的气体-离子相互作用能和离子体积转换是根据5种盐(T = 283-473 K, P = 1.3-1200 bar, ms = 0.09-6 mol kg-1)中的1,931个实验co2 -卤水VLE点、6种盐(T = 298-598 K, P = 4-1379 bar)中的581个ch4 -卤水点进行校准的。ms = 0.25-6 mol kg-1), 905高精度盐水密度(T = 283-473 K, P = 9-686 bar)。根据Pitzer渗透系数标准对遗传参数进行综合验证,发现并纠正了已公布离子集中的两个缺陷(Ca2+参数和Mg2+极化率)。在整个参数化范围内,当盐的摩尔浓度为6 mol kg-1时,该模型预测CO2溶解度在4.3-11.1% AAREper盐之间,CH4溶解度在1.6-10.2% AAREper盐之间,通过单一离子加性系数集的温度依赖离子特异性p体积转换,再现了整个盐度和温度范围内的盐水密度,预测了混合盐卤水中sco2的溶解度,没有混合卤水调节。在不调整参数的情况下,预测CO2在水和NaCl盐水中溶解的热焓为0.6 kJ mol-1。参数化为实际地层盐水的地下CO2固存和CH4生成提供了热力学依据。在另一项研究中,该模型与稳健的两相和三相稳定性和快速计算相匹配,并扩展到N2, H2, C2H6, C3H8和CH4-CO2气体混合物。
{"title":"Phase Equilibria of CO2 and CH4 in Multisalt Brines: Parametrization and Validation of an Ion-Specific Electrolyte Cubic-Plus-Association Equation of State","authors":"Joachim Moortgat, Felipe Mourão Coelho, Abbas Firoozabadi","doi":"10.1021/acs.energyfuels.6c04568","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c04568","url":null,"abstract":"<p>We present an ion-specific parameterization of the electrolyteCubic-Plus-Association (eCPA) equation of state, which we refer toas ms-eCPA, for phase equilibria of CO<sub>2</sub> and CH<sub>4</sub> in multisalt aqueous brines containing Na<sup>+</sup>, Cl<sup>–</sup>, K<sup>+</sup>, Ca<sup>2+</sup>, Mg<sup>2+</sup>, and SO<sub>4</sub><sup>2–</sup>. The model includes a Soave–Redlich–Kwongphysical term with a Huron–Vidal mixing rule, Wertheim 4C associationof water with CO<sub>2</sub> cross-association, and Debye–Hückelplus Born electrostatic contributions on an ionic basis; the staticpermittivity is closed self-consistently through the Onsager–Kirkwoodrelation. The parameterization is hierarchical─each level ofadded physical description (nonpolar fluids, the associating solvent,ions in the solvent, gases over brine) introduces only parametersfitted to that level’s own data─with the top-level gas–ioninteraction energies and ion volume translations calibrated against1,931 experimental CO<sub>2</sub>–brine VLE points in fivesalts (<em>T</em> = 283–473 K, <em>P</em> =1.3–1200 bar, <em>m</em><sub><em>s</em></sub> = 0.09–6 mol kg<sup>–1</sup>), 581 CH<sub>4</sub>–brinepoints in six salts (<em>T</em> = 298–598 K, <em>P</em> = 4–1379 bar, <em>m</em><sub><em>s</em></sub> = 0.25–6 mol kg<sup>–1</sup>), and 905 high-accuracybrine densities (<em>T</em> = 283–473 K, <em>P</em> = 9–686 bar). A colligative verification of the inheritedion parameters against the Pitzer osmotic-coefficient standard uncovers,and corrects, two defects in the published ion set (the Ca<sup>2+</sup> parameters and the Mg<sup>2+</sup> polarizability). Across the parametrizedrange, at salt molalities to 6 mol kg<sup>–1</sup>, the modelpredicts CO<sub>2</sub> solubility to within 4.3–11.1% AAREper salt and CH<sub>4</sub> solubility within 1.6–10.2% AAREper salt, reproduces brine density across the full salinity and temperaturerange through a temperature-dependent ion-specific Pénelouxvolume translation with a single ion-additive coefficient set, predictsCO<sub>2</sub> solubility in mixed-salt brines with no mixed-brinetuning, and predicts measured calorimetric enthalpies of CO<sub>2</sub> dissolution in water and NaCl brines to 0.6 kJ mol<sup>–1</sup> with no adjusted parameters. The parameterization provides the thermodynamicbasis for subsurface CO<sub>2</sub> sequestration and CH<sub>4</sub> production in realistic formation brines. In a separate study, themodel is paired with robust two- and three-phase stability and flashcomputations and extended to N<sub>2</sub>, H<sub>2</sub>, C<sub>2</sub>H<sub>6</sub>, C<sub>3</sub>H<sub>8</sub>, and CH<sub>4</sub>–CO<sub>2</sub> gas mixtures.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 42","pages":"23472–23484"},"PeriodicalIF":6.0,"publicationDate":"2026-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149233413","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}
Pub Date : 2026-10-22Epub Date: 2026-10-09DOI: 10.1021/acs.energyfuels.6c03723
Ping Feng, Ziyang Yuan, Lei Mei, Mingyang Jiang, Ao Hou, Xueshuai Zhu
Theefficiency of CO2-enhanced oil recovery (EOR) inshale reservoirs is critically influenced by formation water and thecomplex chemistry of the crude oil. However, the roles of componentsin shale oil and its underlying mechanisms are lacking. In this work,molecular dynamics simulations were performed to investigate the CO2 flooding process in water-bearing shale nanopores, comparingrepresentative nonpolar and polar multicomponent oil models. The resultsreveal that nanopore oil displacement efficiency is governed jointlyby shale oil composition and water content, with polarity being thepredominant factor. Specifically, nonpolar oil shows a monotonic decreasein efficiency with water content, whereas polar oil exhibits persistentlylower efficiency that declines gradually with increasing water content,attributed to the tenacious hydrogen-bonding adsorption of heteroatomicspecies. Water reduces CO2 adsorption near the quartz surfaceand promotes clustering of oil components such as hexadecane, therebyincreasing transport resistance. For polar oil, recovery is consistentlylower and also declines with increasing water content, governed bythe tenacious adsorption of heteroatomic compounds via hydrogen bonding.Amphiphilic molecules such as 1-nonanethiol act as molecular bridges.The thiol groups anchor strongly to the surface, while their alkylchains link to nonpolar components via van der Waals interactions,forming a resistant network. Additionally, hydrogen bonding amongpolar components leads to stable aggregates that further restrictCO2 access to the oil phase. This study offers a theoreticalbasis for optimizing CO2-based recovery processes in water-bearingshale reservoirs rich in polar components.
{"title":"Competitive Behavior of Polar and Nonpolar Shale Oil During CO2-Induced Mobilization in Water-Bearing Nanopores","authors":"Ping Feng, Ziyang Yuan, Lei Mei, Mingyang Jiang, Ao Hou, Xueshuai Zhu","doi":"10.1021/acs.energyfuels.6c03723","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c03723","url":null,"abstract":"<p>Theefficiency of CO<sub>2</sub>-enhanced oil recovery (EOR) inshale reservoirs is critically influenced by formation water and thecomplex chemistry of the crude oil. However, the roles of componentsin shale oil and its underlying mechanisms are lacking. In this work,molecular dynamics simulations were performed to investigate the CO<sub>2</sub> flooding process in water-bearing shale nanopores, comparingrepresentative nonpolar and polar multicomponent oil models. The resultsreveal that nanopore oil displacement efficiency is governed jointlyby shale oil composition and water content, with polarity being thepredominant factor. Specifically, nonpolar oil shows a monotonic decreasein efficiency with water content, whereas polar oil exhibits persistentlylower efficiency that declines gradually with increasing water content,attributed to the tenacious hydrogen-bonding adsorption of heteroatomicspecies. Water reduces CO<sub>2</sub> adsorption near the quartz surfaceand promotes clustering of oil components such as hexadecane, therebyincreasing transport resistance. For polar oil, recovery is consistentlylower and also declines with increasing water content, governed bythe tenacious adsorption of heteroatomic compounds via hydrogen bonding.Amphiphilic molecules such as 1-nonanethiol act as molecular bridges.The thiol groups anchor strongly to the surface, while their alkylchains link to nonpolar components via van der Waals interactions,forming a resistant network. Additionally, hydrogen bonding amongpolar components leads to stable aggregates that further restrictCO<sub>2</sub> access to the oil phase. This study offers a theoreticalbasis for optimizing CO<sub>2</sub>-based recovery processes in water-bearingshale reservoirs rich in polar components.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 42","pages":"23283–23298"},"PeriodicalIF":6.0,"publicationDate":"2026-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149233454","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}
Determining the concentrations of rare earth elementsand yttrium(REY) in coal is essential for evaluating coal-hosted critical metalresources and understanding their geochemical controls. However, conventionallaboratory analyses are costly, time-consuming, and spatially sparse,limiting regional-scale assessment. In this study, we compiled 527coal samples from 30 coalfields across China’s five major coal-bearingregions and developed an explainable machine learning framework forREY prediction. Unlike previous site-specific models, this frameworkintegrates feature selection, Bayesian optimization, and SHAP interpretationfor REY prediction at a broad regional scale. After data preprocessing,multicollinearity diagnosis, and correlation-based feature selection,16 predictors were retained for model construction. Four ensembleregression models, including Random Forest (RF), Extra Trees (ET),CatBoost (CAT), and Gradient Boosting Decision Tree (GBDT), were optimizedusing Bayesian hyperparameter search and 5-fold cross-validation.The ET model achieved the best test-set performance among the fourensemble models, with RMSE = 39.962, MAE = 29.669, and R2 = 0.716, although predictions for highly enriched samples remaineduncertain because of the long-tailed REY distribution. SHAP analysisidentified Ga as the most influential predictor, followed by geologicalage and P2O5, suggesting that clay-related terrigenousinput, stratigraphic context, and minor phosphate-associated phasesmay jointly influence model-predicted REY enrichment. These resultsdemonstrate that the proposed framework can serve as an effectiveprescreening tool to prioritize coal samples for detailed REY analysis,while independent validation is recommended for high-value targetareas.
{"title":"Explainable Machine Learning Combined with Feature Selection and Bayesian Optimization for Predicting Rare Earth Elements and Yttrium in Coal: A Case Study of China’s Five Major Coal-Bearing Regions","authors":"Jingrui Li, Chuncai Zhou, Yuan Yuan, Feng Wang, Xiangdi Xu, Guijian Liu","doi":"10.1021/acs.energyfuels.6c03787","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c03787","url":null,"abstract":"<p>Determining the concentrations of rare earth elementsand yttrium(REY) in coal is essential for evaluating coal-hosted critical metalresources and understanding their geochemical controls. However, conventionallaboratory analyses are costly, time-consuming, and spatially sparse,limiting regional-scale assessment. In this study, we compiled 527coal samples from 30 coalfields across China’s five major coal-bearingregions and developed an explainable machine learning framework forREY prediction. Unlike previous site-specific models, this frameworkintegrates feature selection, Bayesian optimization, and SHAP interpretationfor REY prediction at a broad regional scale. After data preprocessing,multicollinearity diagnosis, and correlation-based feature selection,16 predictors were retained for model construction. Four ensembleregression models, including Random Forest (RF), Extra Trees (ET),CatBoost (CAT), and Gradient Boosting Decision Tree (GBDT), were optimizedusing Bayesian hyperparameter search and 5-fold cross-validation.The ET model achieved the best test-set performance among the fourensemble models, with RMSE = 39.962, MAE = 29.669, and R<sup>2</sup> = 0.716, although predictions for highly enriched samples remaineduncertain because of the long-tailed REY distribution. SHAP analysisidentified Ga as the most influential predictor, followed by geologicalage and P<sub>2</sub>O<sub>5</sub>, suggesting that clay-related terrigenousinput, stratigraphic context, and minor phosphate-associated phasesmay jointly influence model-predicted REY enrichment. These resultsdemonstrate that the proposed framework can serve as an effectiveprescreening tool to prioritize coal samples for detailed REY analysis,while independent validation is recommended for high-value targetareas.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 42","pages":"23142–23158"},"PeriodicalIF":6.0,"publicationDate":"2026-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149233519","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}
Transition-metal selenides (TMSes) show considerablepotentialas anodes of sodium-ion batteries, benefiting from their diverse redoxreactions and large theoretical capacities. Despite these merits,TMSes suffer from drastic volumetric changes and sluggish electrontransport, leading to a degraded cycling stability and poor rate performance.Herein, an integrated CoSe2@NC nanoarchitecture was developedthrough a Co-hexamethylenetetramine precursor-mediated selenizationstrategy, yielding ultrafine CoSe2 nanoparticles encapsulatedwithin interconnected nitrogen-doped carbon nanosheets. The two-dimensionalnanosheet morphology maximizes the accessible electrochemical interfaceand facilitates rapid Na+ migration, while the nitrogen-dopedcarbon nanosheet serves as a conductive network for efficient electrontransport and a structural scaffold that accommodates the volumetricvariation. Benefiting from this synergy, CoSe2@NC deliversa considerable reversible capacity, superior rate capability, androbust cycling capability. Quantitative kinetic analyses reveal thatthe superior performance originates from dominant pseudocapacitivecharge storage, lowered interfacial impedance, and accelerated Na+ diffusion. Additionally, CoSe2@NC exhibits a competentperformance when assembled into sodium-ion capacitors, further demonstratingits potential for practical sodium-based energy storage.
{"title":"N-Doped Carbon Nanosheet-Confined CoSe2 Enabling High-Rate and Durable Sodium Storage","authors":"Jingjing Chen, Xiang Zhang, Huihua Min, Hao Yang, Jin Wang, Zisheng Guan","doi":"10.1021/acs.energyfuels.6c02904","DOIUrl":"https://doi.org/10.1021/acs.energyfuels.6c02904","url":null,"abstract":"<p>Transition-metal selenides (TMSes) show considerablepotentialas anodes of sodium-ion batteries, benefiting from their diverse redoxreactions and large theoretical capacities. Despite these merits,TMSes suffer from drastic volumetric changes and sluggish electrontransport, leading to a degraded cycling stability and poor rate performance.Herein, an integrated CoSe<sub>2</sub>@NC nanoarchitecture was developedthrough a Co-hexamethylenetetramine precursor-mediated selenizationstrategy, yielding ultrafine CoSe<sub>2</sub> nanoparticles encapsulatedwithin interconnected nitrogen-doped carbon nanosheets. The two-dimensionalnanosheet morphology maximizes the accessible electrochemical interfaceand facilitates rapid Na<sup>+</sup> migration, while the nitrogen-dopedcarbon nanosheet serves as a conductive network for efficient electrontransport and a structural scaffold that accommodates the volumetricvariation. Benefiting from this synergy, CoSe<sub>2</sub>@NC deliversa considerable reversible capacity, superior rate capability, androbust cycling capability. Quantitative kinetic analyses reveal thatthe superior performance originates from dominant pseudocapacitivecharge storage, lowered interfacial impedance, and accelerated Na<sup>+</sup> diffusion. Additionally, CoSe<sub>2</sub>@NC exhibits a competentperformance when assembled into sodium-ion capacitors, further demonstratingits potential for practical sodium-based energy storage.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":"40 42","pages":"23540–23548"},"PeriodicalIF":6.0,"publicationDate":"2026-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149233541","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}