The park-level integrated energy system(PIES)is essential for achieving carbon neutrality by managing multi-energy supply and demand while enhancing renewable energy integration.However,current carbon trading mechanis...The park-level integrated energy system(PIES)is essential for achieving carbon neutrality by managing multi-energy supply and demand while enhancing renewable energy integration.However,current carbon trading mechanisms lack sufficient incentives for emission reductions,and traditional optimization algorithms often face challenges with convergence and local optima in complex PIES scheduling.To address these issues,this paper introduces a low-carbon dispatch strategy that combines a reward-penalty tiered carbon trading model with P2G-CCS integration,hydrogen utilization,and the Secretary Bird Optimization Algorithm(SBOA).Key innovations include:(1)A dynamic reward-penalty carbon trading mechanism with coefficients(μ=0.2,λ=0.15),which reduces carbon trading costs by 47.2%(from$694.06 to$366.32)compared to traditional tiered models,incentivizing voluntary emission reductions.(2)The integration of P2G-CCS coupling,which lowers natural gas consumption by 41.9%(from$4117.20 to$2389.23)and enhances CO_(2) recycling efficiency,addressing the limitations of standalone P2G or CCS technologies.(3)TheSBOA algorithm,which outperforms traditionalmethods(e.g.,PSO,GWO)in convergence speed and global search capability,avoiding local optima and achieving 24.39%faster convergence on CEC2005 benchmark functions.(4)A four-energy PIES framework incorporating electricity,heat,gas,and hydrogen,where hydrogen fuel cells and CHP systems improve demand response flexibility,reducing gas-related emissions by 42.1%and generating$13.14 in demand response revenue.Case studies across five scenarios demonstrate the strategy’s effectiveness:total operational costs decrease by 14.7%(from$7354.64 to$6272.59),carbon emissions drop by 49.9%(from 5294.94 to 2653.39kg),andrenewable energyutilizationincreases by24.39%(from4.82%to8.17%).These results affirmthemodel’s ability to reconcile economic and environmental goals,providing a scalable approach for low-carbon transitions in industrial parks.展开更多
Herein,ionomer-free amorphous iridium oxide(IrO_(x))thin electrodes are first developed as highly active anodes for proton exchange membrane electrolyzer cells(PEMECs)via low-cost,environmentally friendly,and easily s...Herein,ionomer-free amorphous iridium oxide(IrO_(x))thin electrodes are first developed as highly active anodes for proton exchange membrane electrolyzer cells(PEMECs)via low-cost,environmentally friendly,and easily scalable electrodeposition at room temperature.Combined with a Nafion 117 membrane,the IrO_(x)-integrated electrode with an ultralow loading of 0.075 mg cm^(-2)delivers a high cell efficiency of about 90%,achieving more than 96%catalyst savings and 42-fold higher catalyst utilization compared to commercial catalyst-coated membrane(2 mg cm^(-2)).Additionally,the IrO_(x)electrode demonstrates superior performance,higher catalyst utilization and significantly simplified fabrication with easy scalability compared with the most previously reported anodes.Notably,the remarkable performance could be mainly due to the amorphous phase property,sufficient Ir^(3+)content,and rich surface hydroxide groups in catalysts.Overall,due to the high activity,high cell efficiency,an economical,greatly simplified and easily scalable fabrication process,and ultrahigh material utilization,the IrO_(x)electrode shows great potential to be applied in industry and accelerates the commercialization of PEMECs and renewable energy evolution.展开更多
The Ni/SBA-15 catalysts were synthesized using the in situ method and the influence of crystallization temperature on nickel utilization efficiency-a critical factor in mesoporous material design-was systematically in...The Ni/SBA-15 catalysts were synthesized using the in situ method and the influence of crystallization temperature on nickel utilization efficiency-a critical factor in mesoporous material design-was systematically investigated.The structural characteristics and nickel anchoring capacity were analyzed using XRD,BET,FT-IR,H2-TPR,and ICP-OES.The results demonstrated that the crystallization temperature significantly affected the framework order of SBA-15 and the surface anchoring efficiency of Ni ions.The nickel utilization efficiency increased from 8.4%at 80℃to 60.49%at 140℃,but then decreased to 47.25%at 160℃,indicating an optimal crystallization temperature window.This provides crucial guidance for tailoring high-performance metal-doped molecular sieves.The optimal catalyst exhibited excellent performance in the hydrogenation of 1,4-butynediol(BYD):the BYD conversion reached 97.25%with 88.99%selectivity of 1,4-butenediol(BED)within 5 h,and reached 99.73%with 87.34%selectivity of 1,4-butanediol(BDO)after 20 h reaction.These results revealed the critical role of crystallization temperature in metal utilization and provided theoretical support for designing highly active molecular sieve catalysts.展开更多
The traditional ammonia synthesis via the Haber–Bosch process requires large consumption of highpurity H_(2) and causes significant carbon emissions owing to the energy-intensive and complex hydrogen production steps...The traditional ammonia synthesis via the Haber–Bosch process requires large consumption of highpurity H_(2) and causes significant carbon emissions owing to the energy-intensive and complex hydrogen production steps conducted under harsh reaction conditions.Herein,we report a cyclic catalytic process for the production of NH_(3) by directly utilizing earth-abundant CH_(4) as a hydrogen source for N_(2) hydrogenation while simultaneously co-producing H_(2) over an alumina-supported iron catalyst(Fe/Al_(2)O_(3)).It achieves exceptional productivities of 2300μmol g^(-1)h^(-1)for NH_(3) and 400 mmol g^(-1)h^(-1)for H_(2) at700℃.By eliminating the coke that results from CH_(4) pyrolysis through a reaction with the greenhouse gas CO_(2) to produce valuable CO,we establish an atom-economic cyclic catalytic process while producing a CO stream intrinsically separated in the regeneration step.Mechanistic investigations indicate that the iron species in Fe/Al_(2) O_(3) serve as tri-functional active sites for CH_(4) pyrolysis,N_(2) hydrogenation,and coke elimination to produce CO,thus enabling an efficient and environmentally friendly cyclic catalytic process.展开更多
The development of catalytic materials for the recycling CO_(2) through a myriad of available processes is an attractive field,especially given the current climate change.While there is increasing publication in this ...The development of catalytic materials for the recycling CO_(2) through a myriad of available processes is an attractive field,especially given the current climate change.While there is increasing publication in this field,the reported catalysts rarely deviate from the traditionally supported metal nanoparticle morphology,with the most simplistic method of enhancement being the addition of more metals to an already complex composition.Encapsulated catalysts,especially yolk@shell catalysts with hollow voids,offer answers to the most prominent issues faced by this field,coking and sintering,and further potential for more advanced phenomena,for example,the confinement effect,to promote selectivity or offer greater protection against coking and sintering.This work serves to demonstrate the current position of catalyst development in the fields of thermal CO_(2) reforming and hydrogenation,summarizing the most recent work available and most common metals used for these reactions,and how yolk@shell catalysts can offer superior performance and survivability in thermal CO_(2) reforming and hydrogenation to the more traditional structure.Furthermore,this work will briefly demonstrate the bespoke nature and highly variable yolk@shell structure.Moreover,this review aims to illuminate the spatial confinement effect and how it enhances yolk@shell structured nanoreactors is presented.展开更多
Hydrogen,as a clean and versatile energy carrier,plays a vital role in the global transition toward carbon neutrality.Achieving a sustainable hydrogen economy requires safe,efficient,and cost‐effective technologies a...Hydrogen,as a clean and versatile energy carrier,plays a vital role in the global transition toward carbon neutrality.Achieving a sustainable hydrogen economy requires safe,efficient,and cost‐effective technologies across production,storage,transportation,and utilization.On the production side,electrolysis and solar‐driven photocatalysis are rapidly advancing toward industrial adoption,yet remain constrained by electrolysis efficiency,cost,and electrolyzer durability.For storage and transportation,lowering costs and energy consumption,improving system efficiency,and deploying safe,high‐capacity hydrogen storage and transportation solutions are key priorities.Regarding hydrogen utilization,particularly hydrogen fuel cells and hydrogen‐based power systems,require further enhancement in their durability,reliability,and integration flexibility to enable widespread deployment across sectors.Therefore,this review provides a comprehensive overview of green hydrogen technologies,emphasizing recent advances,key challenges,and industrial demonstrations.By integrating insights from electrochemical and photochemical production,solid‐state and liquid‐phase storage,and hydrogen end‐use pathways,we propose a roadmap toward the scalable deployment of green hydrogen infrastructure.Coordinated progress across these domains will position hydrogen as a cornerstone of a sustainable,secure,and decarbonized global energy solution.展开更多
Xylitol,one of the top twelve chemical building blocks,is commercially synthesized through the xylose hy-drogenation reaction using a metal catalyst.Biochar has emerged as an eco-efficient catalyst support material.In...Xylitol,one of the top twelve chemical building blocks,is commercially synthesized through the xylose hy-drogenation reaction using a metal catalyst.Biochar has emerged as an eco-efficient catalyst support material.In this study,biochar derived from corn stover(BCS)was first used as a metal catalyst support material for xylose hydrogenation into xylitol.The catalyst was prepared by carbonizing corn stover(CS),impregnating the resulting biochar with metal,and reducing the metal-impregnated BCS.The catalyst characteristics were comprehensively explored.The Ru/BCS catalyst was employed in xylose conversion to xylitol at different process temperatures(100-160℃),retention times(3-12 h),H_(2)pressures(2-5 MPa),and Ru contents(1-5%).The highest xylitol yield(87.0 wt.%)and selectivity(91.6%)were derived at 120℃ for 6 h under 4 MPa H_(2)using 5%Ru.Interestingly,the Ru/BCS catalyst showed high stability under the promising process condition.Additionally,xylitol production from hydrolysates enriched with CS xylose was subsequently explored.On the other hand,the catalyst characterization results revealed that the superior catalytic efficiency of 5Ru/BCS was mainly due to the metal nanoparticles embedded in the biochar.Additionally,BCS proved to be an outstanding support material for a bimetallic hydrogenation catalyst(Ru-Ni/BCS).Therefore,these results indicate that BCS can be a competitive support material for metal hydrogenation catalysts,enhancing environmental friendliness and potentially being employed in industrial-scale xylitol production.展开更多
Industrial ebullated-bed is an important device for promoting the cleaning and upgrading of oil products. The lumped kinetic model is a powerful tool for predicting the product yield of the ebullated-bed residue hydro...Industrial ebullated-bed is an important device for promoting the cleaning and upgrading of oil products. The lumped kinetic model is a powerful tool for predicting the product yield of the ebullated-bed residue hydrogenation (EBRH) unit, However, during the long-term operation of the device, there are phenomena such as low frequency of material property analysis leading to limited operating data and diverse operating modes at the same time scale, which poses a huge challenge to building an accurate product yield prediction model. To address these challenges, a data augmentation-based eleven lumped reaction kinetics mechanism model was constructed. This model combines generative adversarial networks, outlier elimination, and L2 norm data filtering to expand the dataset and utilizes kernel principal component analysis-fuzzy C-means for operating condition partitioning. Based on the hydrogenation reaction mechanism, a single and sub operating condition eleven lumped reaction kinetics model of an ebullated-bed residue hydrogenation unit, comprising 55 reaction paths and 110 parameters, was constructed before and after data augmentation. Compared to the single model before data enhancement, the average absolute error of the sub-models under data enhancement division was reduced by 23%. Thus, these findings can help guide the operation and optimization of the production process.展开更多
Carbon capture,utilization,and storage(CCUS)is widely recognized as a technological system capable of achieving large-scale carbon dioxide emission reductions.However,its high costs and potential risks have limited it...Carbon capture,utilization,and storage(CCUS)is widely recognized as a technological system capable of achieving large-scale carbon dioxide emission reductions.However,its high costs and potential risks have limited its large-scale implementation.This study focuses on enhancing the economic viability of traditional CCUS by proposing a novel technological concept and system that integrates CCUS with water extraction,geothermal energy harvesting,hydrogen production,and energy storage.The system comprises three interconnected modules:(1)upstream CO_(2)-enhanced water recovery(CO_(2)-EWR),(2)midstream green hydrogen synthesis,and(3)downstream energy utilization.Through detailed explanations of the fundamental concept and related technological systems,its feasibility is demonstrated.Preliminary estimates indicate that under current conditions,the system lacks economic advantages.However,significant reductions in hydrogen production costs could enable the system to yield a profit of nearly 1000 Chinese Yuan(approximately 145 US dollars)per ton of CO_(2)in the future.Following an in-depth investigation,priority implementation in China's Tarim Basin and Ordos Basin is recommended.This technological system could significantly extend the industrial chain of traditional CCUS projects,promising additional social and ecnomic benefits.Furthermore,the involved gas-water displacement technology can help manage formation pressure and reduce leakage risks in large-scale carbon storage projects.展开更多
Propylene oxide(PO),with its reactive three-membered epoxide functional group,exhibits remarkable functional versatility and serves as a crucial bridge connecting the gaps between fossil energy utilization and chemica...Propylene oxide(PO),with its reactive three-membered epoxide functional group,exhibits remarkable functional versatility and serves as a crucial bridge connecting the gaps between fossil energy utilization and chemical intermediate generation for new material innovation [1].For instance,PO's downstream derivatives,such as polyether polyols,carbonic esters,and polyurethanes,are widely utilized in wind power generation,battery electrolytes,solar cells,and CO_(2)-based degradable polymers,contributing to sustainable decarbonization in industry [2].展开更多
The development of clean and sustainable energy sources is vital to address energy and environmental challenges.The generation of green hydrogen using efficient hydrogen evolution electrocatalysts is one of the promis...The development of clean and sustainable energy sources is vital to address energy and environmental challenges.The generation of green hydrogen using efficient hydrogen evolution electrocatalysts is one of the promising approaches towards this goal.Among various HER electrocatalysts studied to date,Pt remains one of the most active catalysts which shows superior HER performance.However,its high cost due to scarcity impedes its potential large-scale commercialization at low cost.Therefore,increasing the Pt utilization efficiency without hampering its catalytic activity is the prime goal.In this review we will discuss recent progress made in increasing Pt utilization efficiency.The review starts by summarizing the basic mechanism and fundamentals of the HER.Then,in the next three sections recent progress made towards increasing Pt utilization efficiency by forming Pt alloys,heterostructures and single-atom Pt catalysts is discussed in detail.In the last section we discuss the role of pH and supporting cations in altering the HER rate on the surface of Pt catalysts.This research topic has not been much discussed in reviews and various mechanisms have been proposed for its basis,which are also presented.We hope that this review will help researchers better understand the recent advances made in improving Pt utilization efficiency.展开更多
基金funded by State Grid Beijing Electric Power Company Technology Project,grant number 520210230004.
文摘The park-level integrated energy system(PIES)is essential for achieving carbon neutrality by managing multi-energy supply and demand while enhancing renewable energy integration.However,current carbon trading mechanisms lack sufficient incentives for emission reductions,and traditional optimization algorithms often face challenges with convergence and local optima in complex PIES scheduling.To address these issues,this paper introduces a low-carbon dispatch strategy that combines a reward-penalty tiered carbon trading model with P2G-CCS integration,hydrogen utilization,and the Secretary Bird Optimization Algorithm(SBOA).Key innovations include:(1)A dynamic reward-penalty carbon trading mechanism with coefficients(μ=0.2,λ=0.15),which reduces carbon trading costs by 47.2%(from$694.06 to$366.32)compared to traditional tiered models,incentivizing voluntary emission reductions.(2)The integration of P2G-CCS coupling,which lowers natural gas consumption by 41.9%(from$4117.20 to$2389.23)and enhances CO_(2) recycling efficiency,addressing the limitations of standalone P2G or CCS technologies.(3)TheSBOA algorithm,which outperforms traditionalmethods(e.g.,PSO,GWO)in convergence speed and global search capability,avoiding local optima and achieving 24.39%faster convergence on CEC2005 benchmark functions.(4)A four-energy PIES framework incorporating electricity,heat,gas,and hydrogen,where hydrogen fuel cells and CHP systems improve demand response flexibility,reducing gas-related emissions by 42.1%and generating$13.14 in demand response revenue.Case studies across five scenarios demonstrate the strategy’s effectiveness:total operational costs decrease by 14.7%(from$7354.64 to$6272.59),carbon emissions drop by 49.9%(from 5294.94 to 2653.39kg),andrenewable energyutilizationincreases by24.39%(from4.82%to8.17%).These results affirmthemodel’s ability to reconcile economic and environmental goals,providing a scalable approach for low-carbon transitions in industrial parks.
基金the support from the U.S. Department of Energy's Office of Energy Efficiency and Renewable Energy (EERE) under the Hydrogen and Fuel Cell Technologies Office Awards DE-EE0008426 and DE-EE0008423National Energy Technology Laboratory under Award DEFE0011585.
文摘Herein,ionomer-free amorphous iridium oxide(IrO_(x))thin electrodes are first developed as highly active anodes for proton exchange membrane electrolyzer cells(PEMECs)via low-cost,environmentally friendly,and easily scalable electrodeposition at room temperature.Combined with a Nafion 117 membrane,the IrO_(x)-integrated electrode with an ultralow loading of 0.075 mg cm^(-2)delivers a high cell efficiency of about 90%,achieving more than 96%catalyst savings and 42-fold higher catalyst utilization compared to commercial catalyst-coated membrane(2 mg cm^(-2)).Additionally,the IrO_(x)electrode demonstrates superior performance,higher catalyst utilization and significantly simplified fabrication with easy scalability compared with the most previously reported anodes.Notably,the remarkable performance could be mainly due to the amorphous phase property,sufficient Ir^(3+)content,and rich surface hydroxide groups in catalysts.Overall,due to the high activity,high cell efficiency,an economical,greatly simplified and easily scalable fabrication process,and ultrahigh material utilization,the IrO_(x)electrode shows great potential to be applied in industry and accelerates the commercialization of PEMECs and renewable energy evolution.
文摘The Ni/SBA-15 catalysts were synthesized using the in situ method and the influence of crystallization temperature on nickel utilization efficiency-a critical factor in mesoporous material design-was systematically investigated.The structural characteristics and nickel anchoring capacity were analyzed using XRD,BET,FT-IR,H2-TPR,and ICP-OES.The results demonstrated that the crystallization temperature significantly affected the framework order of SBA-15 and the surface anchoring efficiency of Ni ions.The nickel utilization efficiency increased from 8.4%at 80℃to 60.49%at 140℃,but then decreased to 47.25%at 160℃,indicating an optimal crystallization temperature window.This provides crucial guidance for tailoring high-performance metal-doped molecular sieves.The optimal catalyst exhibited excellent performance in the hydrogenation of 1,4-butynediol(BYD):the BYD conversion reached 97.25%with 88.99%selectivity of 1,4-butenediol(BED)within 5 h,and reached 99.73%with 87.34%selectivity of 1,4-butanediol(BDO)after 20 h reaction.These results revealed the critical role of crystallization temperature in metal utilization and provided theoretical support for designing highly active molecular sieve catalysts.
基金financial support from the National Key R&D Program of China(2022YFA1504500 and 2023YFA1506300)the National Natural Science Foundation of China(22588201,22225204,and 22472169)+1 种基金the Strategic Priority Research Program of the Chinese Academy of Sciences(XDB0600100)Liaoning Binhai Laboratory(LBLG-2024-03)。
文摘The traditional ammonia synthesis via the Haber–Bosch process requires large consumption of highpurity H_(2) and causes significant carbon emissions owing to the energy-intensive and complex hydrogen production steps conducted under harsh reaction conditions.Herein,we report a cyclic catalytic process for the production of NH_(3) by directly utilizing earth-abundant CH_(4) as a hydrogen source for N_(2) hydrogenation while simultaneously co-producing H_(2) over an alumina-supported iron catalyst(Fe/Al_(2)O_(3)).It achieves exceptional productivities of 2300μmol g^(-1)h^(-1)for NH_(3) and 400 mmol g^(-1)h^(-1)for H_(2) at700℃.By eliminating the coke that results from CH_(4) pyrolysis through a reaction with the greenhouse gas CO_(2) to produce valuable CO,we establish an atom-economic cyclic catalytic process while producing a CO stream intrinsically separated in the regeneration step.Mechanistic investigations indicate that the iron species in Fe/Al_(2) O_(3) serve as tri-functional active sites for CH_(4) pyrolysis,N_(2) hydrogenation,and coke elimination to produce CO,thus enabling an efficient and environmentally friendly cyclic catalytic process.
基金Financial support was provided by the Chinese Academy of Sciences–The World Academy of Sciences(CAS-TWAS)president fellowship。
文摘The development of catalytic materials for the recycling CO_(2) through a myriad of available processes is an attractive field,especially given the current climate change.While there is increasing publication in this field,the reported catalysts rarely deviate from the traditionally supported metal nanoparticle morphology,with the most simplistic method of enhancement being the addition of more metals to an already complex composition.Encapsulated catalysts,especially yolk@shell catalysts with hollow voids,offer answers to the most prominent issues faced by this field,coking and sintering,and further potential for more advanced phenomena,for example,the confinement effect,to promote selectivity or offer greater protection against coking and sintering.This work serves to demonstrate the current position of catalyst development in the fields of thermal CO_(2) reforming and hydrogenation,summarizing the most recent work available and most common metals used for these reactions,and how yolk@shell catalysts can offer superior performance and survivability in thermal CO_(2) reforming and hydrogenation to the more traditional structure.Furthermore,this work will briefly demonstrate the bespoke nature and highly variable yolk@shell structure.Moreover,this review aims to illuminate the spatial confinement effect and how it enhances yolk@shell structured nanoreactors is presented.
基金supported by the National Key R&D Program of China(no.2022YFB3803700)the National Natural Science Foundation(52401386)the SINOPEC Research Institute of Petroleum Processing Co.Ltd.Fund(25H010102119).
文摘Hydrogen,as a clean and versatile energy carrier,plays a vital role in the global transition toward carbon neutrality.Achieving a sustainable hydrogen economy requires safe,efficient,and cost‐effective technologies across production,storage,transportation,and utilization.On the production side,electrolysis and solar‐driven photocatalysis are rapidly advancing toward industrial adoption,yet remain constrained by electrolysis efficiency,cost,and electrolyzer durability.For storage and transportation,lowering costs and energy consumption,improving system efficiency,and deploying safe,high‐capacity hydrogen storage and transportation solutions are key priorities.Regarding hydrogen utilization,particularly hydrogen fuel cells and hydrogen‐based power systems,require further enhancement in their durability,reliability,and integration flexibility to enable widespread deployment across sectors.Therefore,this review provides a comprehensive overview of green hydrogen technologies,emphasizing recent advances,key challenges,and industrial demonstrations.By integrating insights from electrochemical and photochemical production,solid‐state and liquid‐phase storage,and hydrogen end‐use pathways,we propose a roadmap toward the scalable deployment of green hydrogen infrastructure.Coordinated progress across these domains will position hydrogen as a cornerstone of a sustainable,secure,and decarbonized global energy solution.
基金supported by Specific League Funds from Mahidol University,and partially supported by Office of the Permanent Secretary,Ministry of Higher Education,Science,Research and Inno-vation(OPS MHESI),Thailand Science Research and Innovation(TSRI)(Grant No.RGNS 63-167).
文摘Xylitol,one of the top twelve chemical building blocks,is commercially synthesized through the xylose hy-drogenation reaction using a metal catalyst.Biochar has emerged as an eco-efficient catalyst support material.In this study,biochar derived from corn stover(BCS)was first used as a metal catalyst support material for xylose hydrogenation into xylitol.The catalyst was prepared by carbonizing corn stover(CS),impregnating the resulting biochar with metal,and reducing the metal-impregnated BCS.The catalyst characteristics were comprehensively explored.The Ru/BCS catalyst was employed in xylose conversion to xylitol at different process temperatures(100-160℃),retention times(3-12 h),H_(2)pressures(2-5 MPa),and Ru contents(1-5%).The highest xylitol yield(87.0 wt.%)and selectivity(91.6%)were derived at 120℃ for 6 h under 4 MPa H_(2)using 5%Ru.Interestingly,the Ru/BCS catalyst showed high stability under the promising process condition.Additionally,xylitol production from hydrolysates enriched with CS xylose was subsequently explored.On the other hand,the catalyst characterization results revealed that the superior catalytic efficiency of 5Ru/BCS was mainly due to the metal nanoparticles embedded in the biochar.Additionally,BCS proved to be an outstanding support material for a bimetallic hydrogenation catalyst(Ru-Ni/BCS).Therefore,these results indicate that BCS can be a competitive support material for metal hydrogenation catalysts,enhancing environmental friendliness and potentially being employed in industrial-scale xylitol production.
基金supported by National Natural Science Foundation of China(Basic Science Center Program:61988101)National Natural Science Foundation of China(62394345,62373155,62173147)the Major Science and Technology Project of Xinjiang(No.2022A01006-4).
文摘Industrial ebullated-bed is an important device for promoting the cleaning and upgrading of oil products. The lumped kinetic model is a powerful tool for predicting the product yield of the ebullated-bed residue hydrogenation (EBRH) unit, However, during the long-term operation of the device, there are phenomena such as low frequency of material property analysis leading to limited operating data and diverse operating modes at the same time scale, which poses a huge challenge to building an accurate product yield prediction model. To address these challenges, a data augmentation-based eleven lumped reaction kinetics mechanism model was constructed. This model combines generative adversarial networks, outlier elimination, and L2 norm data filtering to expand the dataset and utilizes kernel principal component analysis-fuzzy C-means for operating condition partitioning. Based on the hydrogenation reaction mechanism, a single and sub operating condition eleven lumped reaction kinetics model of an ebullated-bed residue hydrogenation unit, comprising 55 reaction paths and 110 parameters, was constructed before and after data augmentation. Compared to the single model before data enhancement, the average absolute error of the sub-models under data enhancement division was reduced by 23%. Thus, these findings can help guide the operation and optimization of the production process.
基金Joint Funds of the National Natural Science Foundation of China,Grant/Award Number:U2344226。
文摘Carbon capture,utilization,and storage(CCUS)is widely recognized as a technological system capable of achieving large-scale carbon dioxide emission reductions.However,its high costs and potential risks have limited its large-scale implementation.This study focuses on enhancing the economic viability of traditional CCUS by proposing a novel technological concept and system that integrates CCUS with water extraction,geothermal energy harvesting,hydrogen production,and energy storage.The system comprises three interconnected modules:(1)upstream CO_(2)-enhanced water recovery(CO_(2)-EWR),(2)midstream green hydrogen synthesis,and(3)downstream energy utilization.Through detailed explanations of the fundamental concept and related technological systems,its feasibility is demonstrated.Preliminary estimates indicate that under current conditions,the system lacks economic advantages.However,significant reductions in hydrogen production costs could enable the system to yield a profit of nearly 1000 Chinese Yuan(approximately 145 US dollars)per ton of CO_(2)in the future.Following an in-depth investigation,priority implementation in China's Tarim Basin and Ordos Basin is recommended.This technological system could significantly extend the industrial chain of traditional CCUS projects,promising additional social and ecnomic benefits.Furthermore,the involved gas-water displacement technology can help manage formation pressure and reduce leakage risks in large-scale carbon storage projects.
基金supported by the National Natural Science Foundation of China (29792072, 22278441, 22478452)National Key Research and Development Program of China (937) (2006CB202508)the SINOPEC Project (419019-2, 413108)。
文摘Propylene oxide(PO),with its reactive three-membered epoxide functional group,exhibits remarkable functional versatility and serves as a crucial bridge connecting the gaps between fossil energy utilization and chemical intermediate generation for new material innovation [1].For instance,PO's downstream derivatives,such as polyether polyols,carbonic esters,and polyurethanes,are widely utilized in wind power generation,battery electrolytes,solar cells,and CO_(2)-based degradable polymers,contributing to sustainable decarbonization in industry [2].
基金support from NSERC Canada,CFI Canada,Ministry of Colleges and Universities,Ontario,Mitacs Canada,and the University of Waterloo.
文摘The development of clean and sustainable energy sources is vital to address energy and environmental challenges.The generation of green hydrogen using efficient hydrogen evolution electrocatalysts is one of the promising approaches towards this goal.Among various HER electrocatalysts studied to date,Pt remains one of the most active catalysts which shows superior HER performance.However,its high cost due to scarcity impedes its potential large-scale commercialization at low cost.Therefore,increasing the Pt utilization efficiency without hampering its catalytic activity is the prime goal.In this review we will discuss recent progress made in increasing Pt utilization efficiency.The review starts by summarizing the basic mechanism and fundamentals of the HER.Then,in the next three sections recent progress made towards increasing Pt utilization efficiency by forming Pt alloys,heterostructures and single-atom Pt catalysts is discussed in detail.In the last section we discuss the role of pH and supporting cations in altering the HER rate on the surface of Pt catalysts.This research topic has not been much discussed in reviews and various mechanisms have been proposed for its basis,which are also presented.We hope that this review will help researchers better understand the recent advances made in improving Pt utilization efficiency.
