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Modeling and Multi-objective Optimization of Refinery Hydrogen Network 被引量:12
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作者 焦云强 苏宏业 +1 位作者 廖祖维 侯卫锋 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2011年第6期990-998,共9页
The demand of hydrogen in oil refinery is increasing as market forces and environmental legislation, so hydrogen network management is becoming increasingly important in refineries. Most studies focused on single-obje... The demand of hydrogen in oil refinery is increasing as market forces and environmental legislation, so hydrogen network management is becoming increasingly important in refineries. Most studies focused on single-objective optimization problem for the hydrogen network, but few account for the multi-objective optimization problem. This paper presents a novel approach for modeling and multi-objective optimization for hydrogen network in refineries. An improved multi-objective optimization model is proposed based on the concept of superstructure. The optimization includes minimization of operating cost and minimization of investment cost of equipment. The proposed methodology for the multi-objective optimization of hydrogen network takes into account flow rate constraints, pressure constraints, purity constraints, impurity constraints, payback period, etc. The method considers all the feasible connections and subjects this to mixed-integer nonlinear programming (MINLP). A deterministic optimization method is applied to solve this multi-objective optimization problem. Finally, a real case study is intro-duced to illustrate the applicability of the approach. 展开更多
关键词 REFINERY multi-objective optimization hydrogen network mixed integer nonlinear programming
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Pinch Location of the Hydrogen Network with Purification Reuse 被引量:8
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作者 刘桂莲 黎浩 +1 位作者 冯霄 邓春 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2013年第12期1332-1340,共9页
In the hydrogen network with the minimum hydrogen utility flow rate,the pinch appears at the point with zero hydrogen surplus,while the hydrogen surpluses of all the other points are positive.In the hydrogen purity pr... In the hydrogen network with the minimum hydrogen utility flow rate,the pinch appears at the point with zero hydrogen surplus,while the hydrogen surpluses of all the other points are positive.In the hydrogen purity profiles,the pinch can only lie at the sink-tie-line intersecting the source purity profile.According to the alternative distribution of the negative and positive regions,the effect of the purification to the hydrogen surplus is analyzed.The results show that when the purification is applied,the pinch point will appear neither above the purification feed nor between the initial pinch point and the purification feed,no matter the purification feed lies above or below the initial pinch point.This is validated by two case studies. 展开更多
关键词 PURIFICATION PINCH hydrogen network hydrogen surplus hydrogen utility flow rate
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Fuzzy optimization design of multicomponent refinery hydrogen network 被引量:1
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作者 Chun Deng Xuantong Lu +3 位作者 Qixin Zhang Jian Liu Jui-Yuan Lee Xiao Feng 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2022年第8期125-139,共15页
Hydrogen and light hydrocarbon components are essential resources of the refinery.The optimization of the refinery hydrogen system and recovery of the light hydrocarbon components contained in the gas streams are key ... Hydrogen and light hydrocarbon components are essential resources of the refinery.The optimization of the refinery hydrogen system and recovery of the light hydrocarbon components contained in the gas streams are key strategies to reduce the operating costs for sustainable development.Many research efforts have been focused on the optimization of single impurity hydrogen network,and the flowrates of the hydrogen sources and sinks are assumed to be constant.However,their flowrates vary along with the quality of crude oil and refinery processing plans.A general superstructure of multicomponent refinery hydrogen network is proposed,which considers four components,namely H_(2),H_(2)S,CH_(4) and C_(2+),as well as the flowrate variations of hydrogen source and hydrogen sink.The mathematical model based on the superstructure is developed with objective functions,including the minimization of total annualized cost and the maximization of overall satisfaction of the hydrogen network.Moreover,the model considers the removal of hydrogen sulfide and the recovery of light hydrocarbon components(i.e.,C_(2+))in the optimization.To verify the applicability of the proposed mathematical model,a simplified industrial case study with four scenarios is solved.The optimization results show that the economic benefit can be maximized by considering both the direct reuse of gas streams from high-pressure separator(HP gas stream)and from low-pressure separator(LP gas stream)and the recovery of the light hydrocarbon streams.The fuzzy optimization method can be used to guide the optimal design of the refinery hydrogen system with multi-period variable flowrates. 展开更多
关键词 hydrogen network Mathematical programming MULTICOMPONENT Fuzzy optimization Light hydrocarbon recovery
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Integration strategies of hydrogen network in a refinery based on operational optimization of hydrotreating units 被引量:4
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作者 Le Wu Xiaoqiang Liang +1 位作者 Lixia Kang Yongzhong Liu 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2017年第8期1061-1068,共8页
Inferior crude oil and fuel oil upgrading lead to escalating increase of hydrogen consumption in refineries.It is imperative to reduce the hydrogen consumption for energy-saving operations of refineries.An integration... Inferior crude oil and fuel oil upgrading lead to escalating increase of hydrogen consumption in refineries.It is imperative to reduce the hydrogen consumption for energy-saving operations of refineries.An integration strategy of hydrogen network and an operational optimization model of hydrotreating(HDT)units are proposed based on the characteristics of reaction kinetics of HDT units.By solving the proposed model,the operating conditions of HDT units are optimized,and the parameters of hydrogen sinks are determined by coupling hydrodesulfurization(HDS),hydrodenitrification(HDN)and aromatic hydrogenation(HDA)kinetics.An example case of a refinery with annual processing capacity of eight million tons is adopted to demonstrate the feasibility of the proposed optimization strategies and the model.Results show that HDS,HDN and HDA reactions are the major source of hydrogen consumption in the refinery.The total hydrogen consumption can be reduced by 18.9%by applying conventional hydrogen network optimization model.When the hydrogen network is optimized after the operational optimization of HDT units is performed,the hydrogen consumption is reduced by28.2%.When the benefit of the fuel gas recovery is further considered,the total annual cost of hydrogen network can be reduced by 3.21×10~7CNY·a^(-1),decreased by 11.9%.Therefore,the operational optimization of the HDT units in refineries should be imposed to determine the parameters of hydrogen sinks base on the characteristics of reaction kinetics of the hydrogenation processes before the optimization of the hydrogen network is performed through the source-sink matching methods. 展开更多
关键词 hydrogenation reaction kinetics hydrogen network Integration strategies Optimization
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Optimization of hydrogen networks with multiple impurities and impurity removal 被引量:4
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作者 Xuexue Jia Guilian Liu 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2016年第9期1236-1242,共7页
To explore the effect of removing different impurities to hydrogen networks, an MINLP model is proposed with all matching possibilities and the trade-off between operation cost and capital cost is considered. Furtherm... To explore the effect of removing different impurities to hydrogen networks, an MINLP model is proposed with all matching possibilities and the trade-off between operation cost and capital cost is considered. Furthermore,the impurity remover, hydrogen distribution, compressor and pipe setting are included in the model. Based on this model, the impurity and source(s) that are in higher priority for impurity removal, the optimal targeted concentration, and the hydrogen network with the minimum annual cost can be identified. The efficiency of the proposed model is verified by a case study. 展开更多
关键词 Impurity removal MINLP model Optimization Multiple impurities hydrogen network
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Unified Model of Purification Units in Hydrogen Networks 被引量:1
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作者 吴思东 王彧斐 冯霄 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2014年第6期730-733,共4页
Purification processes are widely used in hydrogen networks of refineries to increase hydrogen reuse. In refineries, hydrogen purification techniques include hydrocarbon, hydrogen sulfide and CO removal units. In addi... Purification processes are widely used in hydrogen networks of refineries to increase hydrogen reuse. In refineries, hydrogen purification techniques include hydrocarbon, hydrogen sulfide and CO removal units. In addition, light hydrocarbon recovery from the hydrogen source streams can also result in hydrogen purification. In order to simplify the superstructure and mathematical model of hydrogen network integration, the models of different purification processes are unified in this paper, including mass balance and the expressions for hydrogen recovery and impurity removal ratios, which are given for all the purification units in refineries. Based on the proposed unified model, a superstructure of hydrogen networks with purification processes is constructed. 展开更多
关键词 purification process hydrogen network integration impurity removal ratio REFINERY
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Improving Refinery Profits via Fine Management of Hydrogen Networks 被引量:1
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作者 Liao Zuwei Zhang Yi +1 位作者 Rong Gang Yang Yongrong 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2010年第2期57-62,共6页
Hydrogen network management is important to refineries. Various systematic management techniques have been developed to improve the efficiency of refinery hydrogen networks. However, existing methods all treat the hyd... Hydrogen network management is important to refineries. Various systematic management techniques have been developed to improve the efficiency of refinery hydrogen networks. However, existing methods all treat the hydrogen network separately. The tradeoff between hydrogen network cost and oil processing network benefit has not been explored in the hydrogen network management yet. A novel sensitivity analysis scheme is presented to take oil processing network into consideration. Oil processing unit which is sensitive to both oil processing networks and hydrogen networks is identified first. Then, sensitivity analysis of the unit around the operating point of oil processing networks and hydrogen networks is carried out. Finally, the overall optimal operating condition is obtained. An example of a real Chinese refinery demonstrates the effectiveness of the proposed analysis method. 展开更多
关键词 REFINERY oil processing networks hydrogen network sensitivity analysis
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A procedure for design of hydrogen networks with multiple contaminants 被引量:1
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作者 王雪飞 王喆 +1 位作者 赵慧鹏 刘智勇 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2015年第9期1536-1541,共6页
It is necessary to reduce hydrogen consumption to meet increasingly strict environmental and product-quality regulations for refinery plants. In this paper, the concentration potential concepts proposed for design of ... It is necessary to reduce hydrogen consumption to meet increasingly strict environmental and product-quality regulations for refinery plants. In this paper, the concentration potential concepts proposed for design of water-using networks are extended to synthesis of hydrogen networks with multiple contaminants. In the design procedure, the precedence of processes is determined by the values of concentration potential of demands.The usage of complementary source pair(s) to reduce utility consumption is investigated. Three case studies are presented to illustrate the effectiveness of the method. It is shown that the design procedure has clear engineering meaning. 展开更多
关键词 Multiple contaminants hydrogen network Concentration potentials Complementary sources
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Accelerated proton transport modulates dynamic hydrogen bonding networks in eutectic gel electrolytes for low-temperature aqueous Zn-metal batteries
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作者 Baonian Zhu Yuefeng Yan +8 位作者 Jingzhe Hong Yuhao Xia Meixiu Song Xiaoshuang Wang Yanan Liu Bo Zhong Dongdong Liu Tao Zhang Xiaoxiao Huang 《Journal of Energy Chemistry》 2025年第10期325-336,共12页
Aqueous Zn-metal batteries(AZMBs)performance is hampered by freezing water at low temperatures,which hampers their multi-scenario application.Hydrogen bonds(HBs)play a pivotal role in water freezing,and proton transpo... Aqueous Zn-metal batteries(AZMBs)performance is hampered by freezing water at low temperatures,which hampers their multi-scenario application.Hydrogen bonds(HBs)play a pivotal role in water freezing,and proton transport is indispensable for the establishment of HBs.Here,the accelerated proton transport modulates the dynamic hydrogen bonding network of a Zn(BF4)2/EMIMBF4impregnated polyacrylamide/poly(vinyl alcohol)/xanthan gum dual network eutectic gel electrolyte(PPX-ILZSE)for lowtemperature AZMBs.The PPX-ILZSE forms more HBs,shorter HBs lifetimes,higher tetrahedral entropy,and faster desolvation processes,as demonstrated by experimental and theoretical calculations.This enhanced dynamic proton transport promotes rapid cycling of HBs formation-failure,and for polyaniline cathode(PANI)abundant redox sites of proton,confers excellent low temperature electrochemical performance to the Zn//PANI full cell.Specific capacities for 1000 and 5000 cycles at 1 and 5 A g^(-1)were149.8 and 128.4 m A h g^(-1)at room temperature,respectively.Furthermore,specific capacities of 131.1 mA hg^(-1)(92.4%capacity retention)and 0.0066%capacity decay per lap were achieved for 3000and 3500 laps at-30 and 40℃,respectively,at 0.5 A g^(-1).Furthermore,in-situ protective layer of ZnOHF nano-arrays on the Zn anode surface to eliminate dendrite growth and accelerate Zn-ions adsorption and charge transfer. 展开更多
关键词 Aqueous Zn-metal battery Anti-freezing eutectic gel electrolyte Proton transport Dynamic hydrogen bonding network Polyaniline cathode
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Studies on Hydrogen Bonding Network Structures of Konjac Glucomannan 被引量:15
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作者 庞杰 孙玉敬 +3 位作者 杨幼慧 陈缘缘 陈艺勤 孙远明 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 北大核心 2008年第4期431-436,共6页
In this paper, the hydrogen bonding network models of konjac glucomannan (KGM) are predicted in the approach of molecular dynamics (MD). These models have been proved by experiments whose results are consistent wi... In this paper, the hydrogen bonding network models of konjac glucomannan (KGM) are predicted in the approach of molecular dynamics (MD). These models have been proved by experiments whose results are consistent with those from simulation. The results show that the hydrogen bonding network structures of KGM are stable and the key linking points of hydrogen bonding network are at the O(6) and O(2) positions on KGM ring. Moreover, acety has significant influence on hydrogen bonding network and hydrogen bonding network structures are more stable after deacetylation. 展开更多
关键词 konjac glucomannan hydrogen bonding network STRUCTURE molecular dynamics
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Hydrogen Bond Networks' QSAR and Topologica Analysis of Konjac Glucomannan Chains 被引量:6
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作者 庞杰 马真 +5 位作者 沈本澍 许庆金 孙中琦 傅丽群 方文瑜 温成荣 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2014年第3期480-489,共10页
Based on the knot theory and researching of network structures of glucomannan molecules, the polysaccharides were analyzed. The link prediction analysis is to further reveal the interactions between polysaccharides, t... Based on the knot theory and researching of network structures of glucomannan molecules, the polysaccharides were analyzed. The link prediction analysis is to further reveal the interactions between polysaccharides, to elaborate QSAR of polysaccharides, and to analyze the network conformation relationships among polysaccharides. We made a classification for glucomannan molecules based on the related domestic and international theories, and investigated their network structures and application prospects. The knot theory and the link predictions not only simplify the glucomannan microscopic descriptions but also play a guiding role in predicting and regulating the structures. 展开更多
关键词 Konjac Glucomannan (KGM) hydrogen bond network QSAR link prediction knot theory
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A coordination compound featuring a supramolecular hydrogen-bonding network for proton conduction 被引量:1
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作者 Wen-He Wang Qiang Gao +5 位作者 Ai-Lin Li Yan-Yuan Jia Shi-Yu Zhang Jian-Hong Wang Ying-Hui Zhang Xian-He Bu 《Chinese Chemical Letters》 SCIE CAS CSCD 2018年第2期336-338,共3页
A new coordination compound [Mg(L)(H2 O)5·H2 O](NKU-109, H2 L=5-(4 H-1,2,4-triazol-4-yl)benzene-1,3-dicarboxylic acid) was solvothermally synthesized, featuring a supramolecular hydrogen-bonding network. ... A new coordination compound [Mg(L)(H2 O)5·H2 O](NKU-109, H2 L=5-(4 H-1,2,4-triazol-4-yl)benzene-1,3-dicarboxylic acid) was solvothermally synthesized, featuring a supramolecular hydrogen-bonding network. A good proton conductivity of 5.87×10^-4S/cm was recorded at 70℃ and a relative humidity of75% in alternating current(AC) impedance experiment, which sheds a new light on the design of proton conduction materials based on coordination compounds. 展开更多
关键词 Coordination compound Fuel cell hydrogen-bonding network Supramolecular Proton conductivity
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A Perfect Three-dimensional Hydrogen Bonding Network within Hydroxonium Hexa-aqua-magnesium(Ⅱ) Trichloride
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作者 邓记华 钟地长 梅光泉 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2011年第7期1054-1058,共5页
Hydrothermal reaction of MgCl2 and ethyl tetrazolate-5-carboxylate at 160 ℃unexpectedly yielded compound {(H3O)[Mg(H2O)6]Cl3} (1). The result of X-ray diffraction analysis indicates that 1 crystallizes in the m... Hydrothermal reaction of MgCl2 and ethyl tetrazolate-5-carboxylate at 160 ℃unexpectedly yielded compound {(H3O)[Mg(H2O)6]Cl3} (1). The result of X-ray diffraction analysis indicates that 1 crystallizes in the monoclinic system, space group C2/c with a = 9.2896(3), b = 9.5570(4), c = 13.3169(5) A, β = 90.1221(12)°, V= 1182.28(8) A3, Z = 4, Mr = 257.78, Dc = 1.448 g/cm3, μ = 0.824 mm^-1, F(000) = 536, R = 0.0265 and wR - 0.0706. 1 is composed of one hexa-aqua-magnesium(Ⅱ) ion, one hydroxonium ion, and three chlorine anions. These three components weave a perfect three-dimensional (3D) (4,4,6,12)-connected hydrogen bonding network within 1. 展开更多
关键词 hydroxonium hexa-aqua-magnesium hydrogen bonding network crystal structure
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Radial Basis Function Neural Networks-Based Modeling of the Membrane Separation Process: Hydrogen Recovery from Refinery Gases 被引量:7
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作者 Lei Wang Cheng Shao +1 位作者 Hai Wang Hong Wu 《Journal of Natural Gas Chemistry》 EI CAS CSCD 2006年第3期230-234,共5页
Membrane technology has found wide applications in the petrochemical industry, mainly in the purification and recovery of the hydrogen resources. Accurate prediction of the membrane separation performance plays an imp... Membrane technology has found wide applications in the petrochemical industry, mainly in the purification and recovery of the hydrogen resources. Accurate prediction of the membrane separation performance plays an important role in carrying out advanced process control (APC). For the first time, a soft-sensor model for the membrane separation process has been established based on the radial basis function (RBF) neural networks. The main performance parameters, i.e, permeate hydrogen concentration, permeate gas flux, and residue hydrogen concentration, are estimated quantitatively by measuring the operating temperature, feed-side pressure, permeate-side pressure, residue-side pressure, feed-gas flux, and feed-hydrogen concentration excluding flow structure, membrane parameters, and other compositions. The predicted results can gain the desired effects. The effectiveness of this novel approach lays a foundation for integrating control technology and optimizing the operation of the gas membrane separation process. 展开更多
关键词 membrane separation hydrogen recovery soft sensor RBF neural networks REFINERY operation optimization
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Self-assembly of three-dimensional CdS nanosphere/graphene networks for efficient photocatalytic hydrogen evolution 被引量:1
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作者 Zhijian Wang Zhi Liu +7 位作者 Jiazang Chen Hongbin Yang Jianqiang Luo Jiajian Gao Junming Zhang Cangjie Yang Suping Jia Bin Liu 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2019年第4期34-38,共5页
In this work, we report the construction of three-dimensional(3D) CdS nanosphere/graphene networks by a one-step hydrothermal self-assembly route. The 3D graphene networks not only enhance the light scattering, thanks... In this work, we report the construction of three-dimensional(3D) CdS nanosphere/graphene networks by a one-step hydrothermal self-assembly route. The 3D graphene networks not only enhance the light scattering, thanks to the interconnected 3D architecture, but also improve the crystallinity of deposited CdS nanospheres, and at the same time provide a direct electron pathway to quickly separate the photogenerated electron-hole pairs from CdS, which thus dramatically improve the photocatalytic activity.The optimized 3D CdS nanosphere/graphene networks with 2 wt% of graphene could produce molecular hydrogen at a rate of 2310 μmol gcatalyst^(-1) h^(-1) under visible-light illumination(λ > 400 nm). 展开更多
关键词 CDS NANOSPHERE 3D GRAPHENE network CHARGE transfer PHOTOCATALYSIS hydrogen evolution
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A Novel Hydrogen-bonded Three-dimensional Network Complex Containing Nickel 被引量:1
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作者 WANGLi LIJuan WANGEn-bo 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2004年第2期127-130,共4页
A novel complex, (H 3O) 2[Ni(2,6-pydc) 2]·2H 2O was synthesized in an aqueous solution and characterized by means of single-crystal X-ray diffraction, elemental analyses and IR spectra. The X-ray structural a... A novel complex, (H 3O) 2[Ni(2,6-pydc) 2]·2H 2O was synthesized in an aqueous solution and characterized by means of single-crystal X-ray diffraction, elemental analyses and IR spectra. The X-ray structural analysis revealed that the novel compound forms three-dimensional(3D) networks by both π-π stacking and hydrogen-bonding interactions. The crystal data for the complex are a=13.853(3) nm, b=9.6892(19) nm, c=13.732(3) nm, α=90.00°, β=115.52(3)°, γ=90.00°, Z=3, R 1=0.0786, wR 2=0.1522. 展开更多
关键词 STACKING hydrogen-bonding interaction Three-dimensional(3D) network 2 6-Pyridinedicarboxylic acid
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A New Three-dimensional Network Constructed by Heptamolybdate, Sodium Ions and Hexamethylene Tetramine Cations via Hydrogen Bonds
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作者 杨文斌 卢灿忠 庄鸿辉 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 北大核心 2002年第2期168-173,共6页
The crystal structure of the title compound [Na2(OH2)5]2+[C6H12N4H2]2-2+ [Mo7O24]6 ?4H2O, prepared from an aqueous solution of Na2MoO4 ?2H2O in the presence of MoCl3 and hexamethylene tetramine, has been determined by... The crystal structure of the title compound [Na2(OH2)5]2+[C6H12N4H2]2-2+ [Mo7O24]6 ?4H2O, prepared from an aqueous solution of Na2MoO4 ?2H2O in the presence of MoCl3 and hexamethylene tetramine, has been determined by single-crystal X-ray diffraction. The crystal is of orthorhombic, space group Pnma with a = 14.6113(2), b = 18.6833(1), c = 15.3712(2), V = 4196.14(8)3, Z = 4, Mr = 1548.13, F(000) = 3016, = 2.157 mm-1 and Dc = 2.451 g/cm3. The final R factor is 0.0526 for 3818 unique observed reflections (I > 2(I)). The structural analysis reveals that heptamolybdate anions in the title compound consist of seven edge-sharing MoO6 octahedra, and are linked into a three-dimensional framework by sodium ions and hydrogen bonds. 展开更多
关键词 heptamolybdate compound hydrogen bond three-dimensional network
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The role of ammonium formate electrolyte additive for aqueous zinc-ion batteries:Inducing Zn(002)deposition and suppressing hydrogen evolution
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作者 Zerui Deng Xincheng Liang +6 位作者 Xingfa Chen Yuquan Gou Anning Wang Peixin Xie Qian Liu Huan Wen Shibin Yin 《Chinese Journal of Structural Chemistry》 2025年第11期28-35,共8页
Aqueous zinc-ion batteries(AZIBs)are promising due to the advantages of metallic zinc,including the high specific capacity(820 mAh g^(-1)),low redox potential(−0.76 V vs.SHE),inherent safety,low cost,and environmental... Aqueous zinc-ion batteries(AZIBs)are promising due to the advantages of metallic zinc,including the high specific capacity(820 mAh g^(-1)),low redox potential(−0.76 V vs.SHE),inherent safety,low cost,and environmental sustainability.Despite these benefits,AZIBs face challenges such as uneven Zn deposition and excessive hydrogen evolution reaction(HER)at the Zn anode,which reduce the battery's coulombic efficiency and cycling life.This study introduces an ammonium formate(AF)additive into a 2.0 M ZnSO_(4) electrolyte to address these issues.The AF additive promotes the three-dimensional rapid diffusion of Zn^(2+)on the anode surface and induces the preferential Zn(002)plane deposition,thus inhibiting dendrite growth and enhancing cycling stability.It also disrupts the hydrogen bond network of electrolyte,reducing the number of active H2O molecules and suppressing H_(2)O-induced side reactions.Consequently,the Zn||Zn symmetric cell with the AF additive shows stable cycling over 2100 h at 5.0 mA cm^(−2) with an areal capacity of 1.0 mAh cm^(−2),and maintains stability over 9700 cycles at 30 mA cm^(−2).When applied in a Zn||VO_(2) full cell,it achieves capacity retention of 68.9%after 2000 cycles,which demonstrates significant performance improvements in AZIBs. 展开更多
关键词 Aqueous zinc ion batteries Electrolyte additive Zn(002)plane hydrogen bond network
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面向燃烧闭环控制的天然气掺氢发动机CA50预测
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作者 段浩 曾笑笑 +2 位作者 尹晓军 胡二江 曾科 《同济大学学报(自然科学版)》 北大核心 2026年第2期296-304,共9页
为探究提高发动机效率和降低排放的方法,开展了燃烧闭环控制关键参数CA50对天然气掺氢混合燃料(HCNG)发动机燃烧和排放影响的试验研究,并基于试验结果对CA50进行统计分析。利用粒子群优化反向传播神经网络(PSO-BPNN)算法对CA50进行预测... 为探究提高发动机效率和降低排放的方法,开展了燃烧闭环控制关键参数CA50对天然气掺氢混合燃料(HCNG)发动机燃烧和排放影响的试验研究,并基于试验结果对CA50进行统计分析。利用粒子群优化反向传播神经网络(PSO-BPNN)算法对CA50进行预测,并探究了混合策略优化对PSO-BPNN模型预测性能的影响。结果表明,CA50对HCNG发动机的燃烧特性和排放有显著影响;CA50服从正态分布,不存在自相关,可作为燃烧闭环控制的反馈参数;通过PSO-BPNN方法建立的CA50预测模型具有较高的预测性能和良好的泛化能力,平均绝对误差为0.25°CA,相关系数大于0.997;混合策略可在不降低预测精度的情况下显著提高模型的收敛速度,CPU运行时间最多可缩短73.02%。 展开更多
关键词 燃烧闭环控制 燃烧特性 粒子群优化 人工神经网络 天然气掺氢
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基于模糊贝叶斯网络的液氢储罐风险评价
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作者 邱滔 王先东 +1 位作者 吕新宇 邢志祥 《现代化工》 北大核心 2026年第1期233-238,共6页
基于蝴蝶结模型(bow-tie, BT)的模糊贝叶斯网络(fuzzy bayesian network, FBN)分析方法,旨在建立液氢储罐泄漏定量风险评估模型。该方法通过BT模型确定液氢储罐泄漏发生的演变机制和关键风险因素,重点从储罐超压、材料失效、外部冲击等... 基于蝴蝶结模型(bow-tie, BT)的模糊贝叶斯网络(fuzzy bayesian network, FBN)分析方法,旨在建立液氢储罐泄漏定量风险评估模型。该方法通过BT模型确定液氢储罐泄漏发生的演变机制和关键风险因素,重点从储罐超压、材料失效、外部冲击等方面分析,并结合BN模型进行风险量化。最后利用GeNIe软件风险诊断技术,确定了泄漏的主要风险因素,为液氢储罐的事故预防和管理提供了科学意见。 展开更多
关键词 液氢 模糊理论 GeNIe分析 贝叶斯网络
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