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Tailoring oxygen vacancies in Ni-doped In_(2)O_(3) for improved thin-film transistor stability and performance via solution processing
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作者 Fakhari Alam Sara Ajmal +3 位作者 Muhammad Asim Shahzad Ghulam Dastgeer Aamir Rasheed Gang He 《Journal of Semiconductors》 2026年第2期61-71,共11页
Doping in thin-film transistors(TFTs) plays a crucial role in tailoring material properties to enhance device performance, making them essential for advanced electronic applications. This study explores the synthesis ... Doping in thin-film transistors(TFTs) plays a crucial role in tailoring material properties to enhance device performance, making them essential for advanced electronic applications. This study explores the synthesis and characterization of TFTs fabricated using nickel(Ni)-doped indium oxide(In_(2)O_(3)) via a wet-chemical approach. The presented work investigates the effect of "Ni" incorporation in In_(2)O_(3) on the structural and electrical transport properties of In_(2)O_(3), revealing that higher "Ni" content decreases the oxygen vacancies, leading to a reduction in leakage current and a forward shift in threshold potential(V_(th)).Experimental findings reveal that Ni In O-based TFTs(with Ni = 0.5%) showcase enhanced electrical performance, achieving mobility of 7.54 cm^(2)/(V·s), an impressive ON/OFF current ratio of ~10^(7), a V_(th) of 6.26 V, reduced interfacial trap states(D_(it)) of 8.23 ×10^(12) cm^(-2) and enhanced biased stress stability. The efficacy of "Ni" incorporation is attributed to the upgraded Lewis acidity, stable Ni-O bond strength, and small ionic radius of Ni. Negative bias illumination stability(NBIS) measurements further indicate that device stability diminishes with shorter light wavelengths, likely due to the activation of oxygen vacancies. These findings validate the solution-processed techniques' potential for future large-scale, low-cost, energy-efficient, and high-performance electronics. 展开更多
关键词 thin-film transistors Ni-doped In_(2)O_(3) solution processing bias illumination stability
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In-situ post-doping plasma process during atomic layer deposition of Al-doped TiO_(2) for sub-nanometer lattice ordering and defect annihilation
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作者 Gyuha Lee Youngmin Sunwoo +5 位作者 Hyong June Kim Geongu Han Jeongmin Oh Sangwon Lee Byungjo Kim Jihwan An 《International Journal of Extreme Manufacturing》 2026年第1期654-668,共15页
Atomic layer deposition(ALD)is extensively used to fabricate doped dielectrics due to its ability to deposit conformal films with atomic-scale thickness control.Al-doped TiO_(2)(ATO)is a promising high-k dielectric fo... Atomic layer deposition(ALD)is extensively used to fabricate doped dielectrics due to its ability to deposit conformal films with atomic-scale thickness control.Al-doped TiO_(2)(ATO)is a promising high-k dielectric for dynamic random access memory(DRAM)applications,offering a high dielectric constant with a remarkable leakage-lowering effect by Al acceptor doping.However,ATO fabrication via conventional supercycle-based ALD suffers from severe crystallinity loss during the growth of TiO_(2) upon Al doping owing to the dopant-induced lattice disorder.In addition,Al doping cannot reduce any inherent O vacancies(V_(O))of TiO_(2),although the original purpose of doping was to address the n-type nature caused by V_(O).To resolve these limitations,we propose a single-step,in-situ Ar/O_(2) post-doping plasma(PDP)process immediately after the Al dopant incorporation.Using the PDP process,simultaneous atomic-scale dopant migration-mediated crystallization and V_(O) annihilation were successfully initiated.Thus,the surface concentration of the dopant decreased,reducing the dopant-induced lattice distortion,while promoting the highly crystallized seed layer-like surface.Consequently,strong rutile-phase recovery was accompanied by enhanced lattice-matched growth.In addition,the PDP process significantly lowers the V_(O)-to-lattice oxygen ratio by facilitating the recombination between reactive O species and V_(O),increasing the corresponding 0.4 e V of conduction band offset(CBO).Despite the common trade-off between the dielectric constant and leakage,the Pt/PDP-ATO/Ru capacitor exhibited a simultaneous 30%increase in dielectric constant and up to a 1.6-order reduction in leakage current density. 展开更多
关键词 atomic layer deposition(ALD) Al-doped TiO_(2)(ATO) post-doping plasma(PDP)process dielectric constant crystallization
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Superplastic behavior of fine-grained Ti-10V-2Fe-3Al alloy fabricated by friction stir processing 被引量:1
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作者 Kai Wang Wenjing Zhang +3 位作者 Takuya Ogura Yoshiaki Morisada Xinqing Zhao Hidetoshi Fujii 《Journal of Materials Science & Technology》 2025年第3期26-36,共11页
Ti-10V-2Fe-3Al alloy with fine-grainedβphases was fabricated by friction stir processing with opti-mized processing parameters.The superplastic behavior of the specimens was investigated by tensile deformation at dif... Ti-10V-2Fe-3Al alloy with fine-grainedβphases was fabricated by friction stir processing with opti-mized processing parameters.The superplastic behavior of the specimens was investigated by tensile deformation at different strain rates and temperatures,and an optimal superplastic elongation of 634%was achieved at 700℃ and 3×10^(-4)/s.An annealing treatment at 650℃ for 60 min showed a mi-crostructure withαprecipitates distributed in theβmatrix in the friction stir specimen.Such pre-heat treatment improves the superplasticity of the specimen,achieving an elongation of up to 807%at 750℃ and 3×10^(-4)/s.The influences of tensile temperatures and strain rates on the microstructural evolution,such as grain size variation,grain morphology,and phase transformations,were discussed.The super-plastic deformation behavior of fine-grained Ti-10V-2Fe-3Al alloy is controlled by grain boundary sliding and accompanied by dynamic phase transformation and recrystallization. 展开更多
关键词 Ti-10V-2Fe-3Al alloy Friction stir processing SUPERPLASTICITY Microstructural evolution Pre-heat treatment
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Novel mechanism of the grain boundary diffusion process with Tb based on the discovery of TbFe_(2) phase 被引量:1
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作者 Wendi Zhang Zilong Wang +5 位作者 Xiaojun Sun Weibin Cui Haijun Peng Wenlong Yan Yang Luo Dunbo Yu 《Journal of Materials Science & Technology》 2025年第11期120-129,共10页
The grain boundary diffusion process(GBDP)has proven to be an effective method for enhancing the coercivity of sintered Nd-Fe-B magnets.However,the limited diffusion depth and thicker shell struc-ture have impeded the... The grain boundary diffusion process(GBDP)has proven to be an effective method for enhancing the coercivity of sintered Nd-Fe-B magnets.However,the limited diffusion depth and thicker shell struc-ture have impeded the further development of magnetic properties.Currently,the primary debates re-garding the mechanism of GBDP with Tb revolve around the dissolution-solidification mechanism and the atomic substitution mechanism.To clarify this mechanism,the microstructure evolution of sintered Nd-Fe-B magnets during the heating process of GBDP has been systematically studied by quenching at different tem peratures.In this study,it was found that the formation of TbFe_(2) phase is related to the dis-solution of _(2)Fe_(14)B grains during GBDP with Tb.The theory of mixing heat and phase separation further confirms that the Nd_(2)Fe_(14)B phase dissolves to form a mixed phase of Nd and TbFe_(2),which then solidifies into the(Nd,Tb)_(2)Fe_(14)B phase.Based on the discovery of the TbFe_(2) phase,the dissolution-solidification mechanism is considered the primary mechanism for GBDP.This is supported by the elemental content of the two typical core-shell structures observed. 展开更多
关键词 Grain boundary diffusion process TbFe_(2)phase Dissolution-solidification mechanism Core-shell structure The theory of mixing heat and phase separation
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儿茶素对土壤反硝化过程及N_(2)O排放的影响
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作者 张新星 陈召亚 +2 位作者 宋烨龙 廖文华 高志岭 《江苏农业学报》 北大核心 2026年第3期574-581,共8页
本研究设置不施用氮肥且不施用儿茶素(对照,CK1)、施用0.17 g/kg氮肥但不施用儿茶素(对照,CK2)、施用0.17 g/kg氮肥和0.075 g/kg儿茶素(T1)、施用0.17 g/kg氮肥和0.150 g/kg儿茶素(T2)模拟田间氮肥施用量,探究儿茶素对N_(2)O排放量、氮... 本研究设置不施用氮肥且不施用儿茶素(对照,CK1)、施用0.17 g/kg氮肥但不施用儿茶素(对照,CK2)、施用0.17 g/kg氮肥和0.075 g/kg儿茶素(T1)、施用0.17 g/kg氮肥和0.150 g/kg儿茶素(T2)模拟田间氮肥施用量,探究儿茶素对N_(2)O排放量、氮形态转化、土壤微生物群落及反硝化功能基因的影响。另设置不添加儿茶素(对照,CK3)、儿茶素添加量0.075 g/kg(T3)、儿茶素添加量0.150 g/kg(T4)、儿茶素添加量0.300 g/kg(T5)探究儿茶素对土壤反硝化潜势和呼吸速率的影响。研究结果表明,培养1 d后和4 d后,各处理N_(2)O排放通量均表现为CK2>T1处理>T2处理。CK2土壤N_(2)O累积排放量显著高于T1处理和T2处理(P<0.05),CK1土壤N_(2)O累积排放量显著低于T1处理和T2处理(P<0.05)。儿茶素对土壤铵态氮(NH_(4)^(+)-N)含量无显著影响,培养1~3 d,T2处理硝态氮(NO_(3)^(-)-N)含量增幅大于CK2,亚硝态氮(NO_(2)^(-)-N)含量降幅大于CK2,表明儿茶素可抑制NO_(3)^(-)-N还原并促进NO_(2)^(-)-N转化。随着儿茶素添加量增加,土壤反硝化潜势显著降低(P<0.05)。培养15 d后,T2处理亚硝酸还原酶编码基因nirK、nirS拷贝数显著低于CK2,氧化亚氮还原酶编码基因nosZ拷贝数显著高于CK2,且(nirK拷贝数+nirS拷贝数)/nosZ拷贝数显著降低(P<0.05),表明儿茶素可通过抑制N_(2)O生成、促进N_(2)O还原双路径调控反硝化过程。T4处理土壤本底呼吸速率显著低于CK3和T3处理(P<0.05),T3处理、T4处理基质诱导呼吸速率均显著低于CK3,且T4处理基质诱导呼吸速率显著低于T3处理(P<0.05),表明儿茶素可抑制土壤微生物代谢活性,进而削弱反硝化过程。本研究为农业生态系统N_(2)O减排及土壤氮素高效管理提供理论依据。 展开更多
关键词 儿茶素 反硝化抑制剂 反硝化过程 N_(2)O排放
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Al_(2)O_(3)/SiO_(2)对Li_(2)O-Al_(2)O_(3)-SiO_(2)-MgO微晶玻璃析晶行为及力学性能的影响
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作者 贾旭赫 赵仁龙 +1 位作者 张继红 谢俊 《硅酸盐通报》 北大核心 2026年第3期845-852,883,共9页
Li_(2)O-Al_(2)O_(3)-SiO_(2)-MgO微晶玻璃因优异的热学性能及力学性能备受关注,其玻璃网络结构、晶相组成及最终力学性能受到Al_(2)O_(3)/SiO_(2)摩尔比的显著影响。本研究采用高温熔融法制备了系列不同Al_(2)O_(3)/SiO_(2)摩尔比组成... Li_(2)O-Al_(2)O_(3)-SiO_(2)-MgO微晶玻璃因优异的热学性能及力学性能备受关注,其玻璃网络结构、晶相组成及最终力学性能受到Al_(2)O_(3)/SiO_(2)摩尔比的显著影响。本研究采用高温熔融法制备了系列不同Al_(2)O_(3)/SiO_(2)摩尔比组成的玻璃样品,并通过两步法热处理工艺成功获得了系列主晶相为Li_(x)Al_(x)Si_(1-x)O_(2)的微晶玻璃。研究结果表明:随着Al_(2)O_(3)/SiO_(2)摩尔比增加,玻璃网络中Q3、Q4基团向Q1、Q2基团转化,这一表观变化实质是由[AlO_(4)]增加引起的扰动所致;热膨胀系数由5.31×10^(-6)℃^(-1)逐渐升高至5.98×10^(-6)℃^(-1),呈递增趋势;晶体微观结构从球状转变为不规则晶体,最终转变为蜂窝状;晶相从Li_(x)Al_(x)Si_(3-x)O_(6)、MgAl_(2)Si_(4)O_(12)和SiO_(2)转为Li_(x)Al_(x)Si_(1-x)O_(2)、MgAl_(2)Si_(4)O_(12)、LiAlSi_(3)O_(8)和SiO_(2),最终转为LiAlSi_(2)O_(6)和Li_(x)Al_(x)Si_(1-x)O_(2)。力学性能测试表明,微晶玻璃的最大维氏硬度为8.89 GPa,随后的性能衰减主要归因于晶相转变及晶体微观形貌向蜂窝状的演化。 展开更多
关键词 铝硅酸盐玻璃 Al_(2)O_(3)/SiO_(2) 玻璃网络结构 力学性能 微观结构 结晶过程
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载体形貌对Pt/CeO_(2)催化剂甲醇蒸汽重整制氢性能的影响
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作者 邵明宇 黄传德 +3 位作者 宋哲 朱燕燕 李林 王晓东 《低碳化学与化工》 北大核心 2026年第3期85-96,共12页
氢能是实现“碳中和”目标的关键性清洁能源之一,因此开发高效低碳制氢工艺至关重要。甲醇蒸汽重整(MSR)是一种具有潜力的制氢技术,但实现贵金属基催化剂的高产氢效率和高CO_(2)选择性仍存在巨大挑战。采用水热法合成了纳米棒CeO_(2)(Ce... 氢能是实现“碳中和”目标的关键性清洁能源之一,因此开发高效低碳制氢工艺至关重要。甲醇蒸汽重整(MSR)是一种具有潜力的制氢技术,但实现贵金属基催化剂的高产氢效率和高CO_(2)选择性仍存在巨大挑战。采用水热法合成了纳米棒CeO_(2)(CeO_(2)-R)和纳米立方体CeO_(2)(CeO_(2)-C)两种形貌的载体,并构建了负载型Pt/CeO_(2)催化剂(Pt/CeO_(2)-R、Pt/CeO_(2)-C)催化MSR反应。结合HRTEM、XPS和Raman等表征手段,探究了CeO_(2)形貌对催化剂催化性能的影响机制。结果表明,优先暴露(111)晶面的CeO_(2)-R表面氧空位较多,产生了更多的Ptδ+-Ov-Ce^(3+)界面位点(本征活性中心)。在反应温度为325℃、甲醇水混合物(n(H2O):n(CH3OH)=3:1)进料流量为0.02 mL/min以及空速为34800 mL/(g·h)下,Pt/CeO_(2)-R的产氢速率达到490.35 mmol/(g·h),CO_(2)选择性为92.9%。相同条件下,Pt/CeO_(2)-C上CO_(2)选择性仅有63.0%。本研究可为新型高效MSR催化剂设计提供借鉴。 展开更多
关键词 氢能 甲醇蒸汽重整 CeO_(2)形貌 氧空位 串联反应
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燃煤烟道气中CO_(2)耦合绿氢制烯烃工艺可行性和技术经济性分析
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作者 李傲 吴华帅 +4 位作者 张效胜 田佳荣 俎浩楠 丁传敏 王俊文 《低碳化学与化工》 北大核心 2026年第1期132-140,共9页
随着能源结构转型和“双碳”战略推进,CO_(2)加氢制烯烃工艺成为碳减排和碳利用的重要途径之一。尽管CO_(2)加氢制烯烃催化剂的实验研究已较为成熟,但其在工业应用方面仍处于起步阶段。借助模拟手段进行工艺分析是实现其工业化的有效途... 随着能源结构转型和“双碳”战略推进,CO_(2)加氢制烯烃工艺成为碳减排和碳利用的重要途径之一。尽管CO_(2)加氢制烯烃催化剂的实验研究已较为成熟,但其在工业应用方面仍处于起步阶段。借助模拟手段进行工艺分析是实现其工业化的有效途径之一。基于CO_(2)加氢制烯烃催化剂,按照70×10^(4)t/a烯烃产能建立了燃煤烟道气中CO_(2)耦合绿氢制烯烃工艺(简称“耦合工艺”),该工艺涵盖多个单元,包括碳捕集、逆水煤气变换反应和费托合成制烯烃反应,以及后续轻烃与重烃的分离过程。模拟结果表明,耦合工艺具有显著的碳减排优势,其碳效率为99.71%,净CO_(2)排放量为-1.83 t/t(生产1 t烯烃的CO_(2)排放量为-1.83 t)。提高CO_(2)转化率可有效降低资本投资和提高能量效率,H_(2)生产成本对耦合工艺的经济可行性有重要影响。当CO_(2)转化率从47%提高至79%时,耦合工艺的能量效率为40.92%,同时总资本投资可降低38.79%。当H_(2)生产成本从0.367 USD/m^(3)(标况)降低至0.114 USD/m^(3),耦合工艺的生产成本(指“烯烃生产成本”)可降低51.58%,最低可降至1006.1 USD/t。在相近的H_(2)生产成本(0.317 USD/m^(3))下,该工艺的生产成本为2100.8 USD/t,优于文献值(3580 USD/t)。 展开更多
关键词 CO_(2)加氢 绿色烯烃 Aspen Plus模拟 工艺可行性分析 经济性分析
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典型AAO工艺生活污水处理厂CO_(2)直接排放特征及化石源CO_(2)贡献
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作者 许玉玉 聂雪彪 +6 位作者 危亦龙 胡思琪 廖天蓝 杨琪 张冰 陈坦 杨婷 《环境科学》 北大核心 2026年第3期1634-1645,共12页
为解析AAO工艺处理生活污水过程中的化石源CO_(2)排放特征,选取华北某典型AAO工艺生活污水处理厂开展现场监测,获取了2023年9月至2024年8月的各主要工艺单元(选择池、厌氧池、缺氧池、好氧池、污泥回流廊道和二沉池)的CO_(2)排放通量,... 为解析AAO工艺处理生活污水过程中的化石源CO_(2)排放特征,选取华北某典型AAO工艺生活污水处理厂开展现场监测,获取了2023年9月至2024年8月的各主要工艺单元(选择池、厌氧池、缺氧池、好氧池、污泥回流廊道和二沉池)的CO_(2)排放通量,并分析了24 h昼夜连续变化规律及化石源CO_(2)的排放贡献.12个月连续监测发现,选择池、厌氧池、缺氧池、好氧池、污泥回流廊道和二沉池等主要工艺单元的CO_(2)直接排放通量分别为:(30.20±2.85)、(43.50±5.81)、(44.41±4.69)、(2736.82±213.26)、(82.68±7.21)和(11.59±1.15)g·(m^(2)·d)^(-1).夏季AAO工艺24 h出现CO_(2)直接排放通量“双峰”,高峰时段分别为06:00~09:00[平均值为12443.14µg·(m^(2)·s)^(-1)]和21:00~24:00[平均值为12395.38µg·(m^(2)·s)^(-1)],均比夏季24 h的CO_(2)直接排放通量平均值高20%;冬季AAO工艺24 h只出现CO_(2)直接排放通量“单峰”,高峰时段为09:00~12:00[平均值为16705.90µg·(m^(2)·s)^(-1)],比冬季24 h的CO_(2)直接排放通量平均值高21%;冬季AAO工艺CO_(2)直接排放通量[24 h平均值为13811.81µg·(m^(2)·s)^(-1),CV为9.0%]高于夏季[24 h平均值为10388.41µg·(m^(2)·s)^(-1),CV为14.4%],但波动更小.按月CO_(2)直接排放监测结果显示,AAO工艺12个月CO_(2)直接排放通量平均值为(1094.86±80.97)g·(m^(2)·d)^(-1),月际波动明显(CV为35.6%),峰值出现在2024年3月[1737.74 g·(m^(2)·d)^(-1)],比12个月的平均值高59%.AAO工艺的CO_(2)直接排放强度季节性变化明显,春、冬、夏、秋季的平均CO_(2)直接排放强度分别为:(3546.76±616.24)、(3089.66±363.98)、(2738.55±120.38)和(2267.45±229.33)kg·d^(-1).不同工艺单元CO_(2)直接排放差异明显,好氧池为AAO工艺CO_(2)主要排放源,其年均排放通量、年均日排放强度和年均排放因子(以CO_(2)/COD计)分别为:(2736.82±213.26)g·(m^(2)·d)^(-1)、(2859.14±214.32)kg·d^(-1)和(3.83±0.75)kg·kg^(-1),显著(P<0.001)高于其他处理单元.CO_(2)直接排放通量与氧化还原电位(ORP)(P<0.0001)、DO(P<0.05)、NO3--N(P<0.05)和NO_(2)^(-)-N(P<0.05)显著正相关,与TP(P<0.01)、NH_(4)^(+)-N(P<0.01)和p H(P<0.05)显著负相关.根据CO_(2)直接排放实测值估算生活污水处理的化石源CO_(2)直接排放量(以处理1 m^(3)污水的化石源CO_(2)排放量表达),AAO工艺整体化石源CO_(2)直接排放量范围为(38.05±5.31)~(148.41±20.72)g·m^(-3),化石源CO_(2)直接排放量贡献率约为政府间气候变化专门委员会(IPCC)方法核算全厂温室气体排放量的28.7%~67.1%.IPCC的碳排放核算体系低估了生活污水处理厂中化石源的CO_(2)直接排放,建议将化石源CO_(2)直接排放纳入污水处理厂碳排放核算体系. 展开更多
关键词 CO_(2)直接排放 AAO工艺 生活污水处理 化石源CO_(2) CO_(2)排放因子
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(B_(4)C+Al_(2)O_(3))/Al中子吸收材料的稳定化工艺
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作者 石宝铭 昝宇宁 +2 位作者 王全兆 肖伯律 马宗义 《科技导报》 北大核心 2026年第2期98-107,共10页
(B_(4)C+Al_(2)O_(3))/Al复合材料作为乏燃料干式贮存系统中的关键中子吸收材料,其在高温下长期服役的可靠性直接关系到核废料安全管理的有效性。该结构功能一体化材料在高温下存在非晶Al_(2)O_(3)(am-Al_(2)O_(3))向γ-Al_(2)O_(3)相... (B_(4)C+Al_(2)O_(3))/Al复合材料作为乏燃料干式贮存系统中的关键中子吸收材料,其在高温下长期服役的可靠性直接关系到核废料安全管理的有效性。该结构功能一体化材料在高温下存在非晶Al_(2)O_(3)(am-Al_(2)O_(3))向γ-Al_(2)O_(3)相变的风险,可能导致力学性能降低,但目前对其组织演化规律及性能稳定性的认识仍不足。为此,对(B_(4)C+Al_(2)O_(3))/Al复合材料进行了400℃/100 h和550℃/8 h 2种稳定化工艺处理,并通过400℃下最长4000 h的退火实验验证其长期稳定性。结果表明,经稳定化处理后,复合材料在室温及350℃下的抗拉强度分别保持在220.0和100.0 MPa以上,满足工程应用需求。微观组织分析表明,am-Al_(2)O_(3)部分转化为γ-Al_(2)O_(3),但材料在退火过程中组织与性能均趋于稳定。2种工艺均能有效提升材料的热稳定性,为(B_(4)C+Al_(2)O_(3))/Al复合材料制备的乏燃料干式贮存容器实现长期安全服役提供了材料学依据。 展开更多
关键词 中子吸收材料 (B_(4)C+Al_(2)O_(3))/Al复合材料 稳定化工艺 力学性能 微观组织
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Sub-monthly Processes Contribute Significantly to CO_(2) Uptake in the South China Sea
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作者 Xiaojing WANG Bo HAN +2 位作者 Gong ZHANG Changwei LIU Qinghua YANG 《Advances in Atmospheric Sciences》 2025年第9期1967-1978,共12页
Estimating the multi-year average air-sea CO_(2) flux over a large area usually involves the use of monthly mean variables from the atmosphere and ocean.Ignoring sub-monthly processes will blur the oceanic carbon cycl... Estimating the multi-year average air-sea CO_(2) flux over a large area usually involves the use of monthly mean variables from the atmosphere and ocean.Ignoring sub-monthly processes will blur the oceanic carbon cycle,especially when the synoptic and sub-seasonal scale processes are significant,like in the South China Sea(SCS).Based on an empirical relationship between the partial pressure of CO_(2) in water and the sea surface temperature(SST),we recalculated the air-sea CO_(2) flux of the SCS with daily products of atmospheric reanalysis and SST.Our results show that the sub-monthly process contributes 10%of the total CO_(2) flux of the SCS and can even alter the sign of the CO_(2) flux in the spring.In the near-surface coupling process,intramonthly variations in surface winds play the dominant role,except in regions with significant ocean eddies.The co-spectrum analysis of SST and wind speed reveals the most essential oscillation of>20 days.Therefore,a product of the sea surface environment for 10-day intervals can better estimate the air-sea CO_(2) flux over the SCS than monthly data. 展开更多
关键词 air-sea CO_(2)flux bulk formula sub-monthly process intraseasonal oscillation
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Machine learning application in thermal CO_(2) hydrogenation:catalyst design,process optimization,and mechanism insights
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作者 Rasoul Salami Tianlong Liu +1 位作者 Xue Han Ying Zheng 《Advanced Powder Materials》 2025年第6期1-40,共40页
The growing demand for carbon neutrality has heightened the focus on CO_(2)hydrogenation as a viable strategy for transforming carbon dioxide into valuable chemicals and fuels.Advanced machine learning(ML)approaches i... The growing demand for carbon neutrality has heightened the focus on CO_(2)hydrogenation as a viable strategy for transforming carbon dioxide into valuable chemicals and fuels.Advanced machine learning(ML)approaches integrate materials science with artificial intelligence,enabling scientists to identify hidden patterns in datasets,make informed decisions,and reduce the need for labor-intensive,repetitive experimentation.This review provides a comprehensive overview of ML applications in the thermocatalytic hydrogenation of CO_(2).Following an introduction to ML tools and workflows,various ML algorithms employed in CO_(2)hydrogenation are systematically categorized and reviewed.Next,the application of ML in catalyst discovery is discussed,highlighting its role in identifying optimal compositions and structures.Then,ML-driven strategies for process optimization,particularly in enhancing CO_(2)conversion and product selectivity,are examined.Studies modeling descriptors,spanning catalyst properties and reaction conditions,to predict catalytic performance are analyzed.Consequently,ML-based mechanistic studies are reviewed to elucidate reaction pathways,identify key intermediates,and optimize catalyst performance.Finally,key challenges and future perspectives in leveraging ML for advancing CO_(2)hydrogenation research are presented. 展开更多
关键词 CO_(2)hydrogenation Machine learning Catalyst discovery process optimization Reaction mechanisms Algorithms DESCRIPTORS
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垂向潜流带CO_(2)产量主控因素转变阈值研究
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作者 周诗雨 杨轶群 +3 位作者 戴君一 高迪 李燊琰 王礼春 《地学前缘》 北大核心 2026年第1期25-38,共14页
河流碳排放是全球碳循环的关键环节,潜流带作为其重要组成部分,对碳排放具有显著影响。潜流带CO_(2)产生和排放过程受河流温度和溶解氧(dissolved oxygen,DO)等动态因素控制,然而,目前大多数模型仍基于稳态条件,难以准确捕捉CO_(2)产量... 河流碳排放是全球碳循环的关键环节,潜流带作为其重要组成部分,对碳排放具有显著影响。潜流带CO_(2)产生和排放过程受河流温度和溶解氧(dissolved oxygen,DO)等动态因素控制,然而,目前大多数模型仍基于稳态条件,难以准确捕捉CO_(2)产量动态变化,导致碳排放估算存在较大不确定性。为此,本研究构建了典型沙丘形态的潜流带生物地球化学耦合模型,引入日周期性变化的河流温度和DO,将其作为潜流带边界条件,利用COMSOL Multiphysics对耦合模型进行数值求解,并通过达姆科勒数(Damk hler number,Da)和相关系数来分析河流温度和DO波动边界条件对垂向潜流带CO_(2)产量的动态影响及调控机制。研究结果表明,温度和DO对CO_(2)产生速率具有显著调控作用且存在竞争关系。在潜流带平均滞留时间小于15.7 h时,存在温度阈值,使CO_(2)产生速率的主控因素随河流平均温度发生转换。具体表现为:在温度阈值以下,主控因素为温度波动;而在温度阈值以上,主控因素为DO波动。更为重要的是,当平均滞留时间大于15.7 h时,主控因素转换机制不存在。本研究揭示了河流温度和DO波动对潜流带中CO_(2)产生速率的调控机制,为理解河流碳循环提供了新视角,有助于准确评估潜流带在全球碳循环中的作用,并为预测河流生态系统对气候变化的响应提供理论依据。 展开更多
关键词 潜流带 有氧呼吸 温度阈值 CO_(2) 生物地球化学过程 耦合模型
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Optimization of laser cladding FeMnSiCrNi memory alloy coating process based on response surface model and NSGA-2 algorithm
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作者 Yu Zhang Guang-lei Liu +4 位作者 Shu-cong Liu Wen-chao Xue Wei-mei Chen Hai-xia Liu Jian-zhong Zhou 《China Foundry》 2025年第3期311-322,共12页
To solve the problems of deformation,micro-cracks,and residual tensile stress in laser cladding coatings,the technique of laser cladding with Fe-based memory alloy can be considered.However,the process of in-situ synt... To solve the problems of deformation,micro-cracks,and residual tensile stress in laser cladding coatings,the technique of laser cladding with Fe-based memory alloy can be considered.However,the process of in-situ synthesis of Fe-based memory alloy coatings is extremely complex.At present,there is no clear guidance scheme for its preparation process,which limits its promotion and application to some extent.Therefore,in this study,response surface methodology(RSM)was used to model the response surface between the target values and the cladding process parameters.The NSGA-2 algorithm was employed to optimize the process parameters.The results indicate that the composite optimization method consisting of RSM and the NSGA-2 algorithm can establish a more accurate model,with an error of less than 4.5%between the predicted and actual values.Based on this established model,the optimal scheme for process parameters corresponding to different target results can be rapidly obtained.The prepared coating exhibits a uniform structure,with no defects such as pores,cracks,and deformation.The surface roughness and microhardness of the coating are enhanced,the shaping quality of the coating is effectively improved,and the electrochemical corrosion performance of the coating in 3.5%NaCl solution is obviously better than that of the substrate,providing an important guide for engineering applications. 展开更多
关键词 laser cladding shape memory alloy coating response surface method process parameters optimization NSGA-2 algorithm
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Evaluation of micro-dispersion on oil recovery during low-salinity water-alternating-CO_(2)processes in sandstone cores:An integrated experimental approach
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作者 Jia-Xin Wang Leng Tian +5 位作者 Can Huang Xiao-Jiao Deng Daoyong Tony Yang Rui-Heng Wang Jia-Hao Lin Jin-Yang Wei 《Petroleum Science》 2025年第1期277-295,共19页
Low-salinity water(LSW)and CO_(2) could be combined to perform better in a hydrocarbon reservoir due to their synergistic advantages for enhanced oil recovery(EOR);however,its microscopic recovery mechanisms have not ... Low-salinity water(LSW)and CO_(2) could be combined to perform better in a hydrocarbon reservoir due to their synergistic advantages for enhanced oil recovery(EOR);however,its microscopic recovery mechanisms have not been well understood due to the nature of these two fluids and their physical reactions in the presence of reservoir fluids and porous media.In this work,well-designed and inte-grated experiments have been performed for the first time to characterize the in-situ formation of micro-dispersions and identify their EOR roles during a LSW-alternating-CO_(2)(CO_(2)-LSWAG)process under various conditions.Firstly,by measuring water concentration and performing the Fourier transform infrared spectroscopy(FT-IR)analysis,the in-situ formation of micro-dispersions induced by polar and acidic materials was identified.Then,displacement experiments combining with nuclear magnetic resonance(NMR)analysis were performed with two crude oil samples,during which wettability,interfacial tension(IFT),CO_(2) dissolution,and CO_(2) diffusion were quantified.During a CO_(2)-LSWAG pro-cess,the in-situ formed micro-dispersions dictate the oil recovery,while the presence of clay minerals,electrical double-layer(EDL)expansion and multiple ion exchange(MIE)are found to contribute less.Such formed micro-dispersions are induced by CO_(2) via diffusion to mobilize the CO_(2)-diluted oil,alter the rock wettability towards more water-wet,and minimize the density contrast between crude oil and water. 展开更多
关键词 Low-salinity water-alternating-CO_(2)process Micro-dispersion Wettability alteration Clay minerals Electrical double-layer Multiple ion exchange
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Alloying process of Mg-La in NaCl-KCl-MgCl_(2)-LaCl_(3) melts
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作者 Jia ZHAO Zhi-tao SONG Gui-min LU 《Transactions of Nonferrous Metals Society of China》 2025年第11期3919-3932,共14页
The alloying process of Mg-La in NaCl-KCl-MgCl_(2)-LaCl_(3)(NKML)melts during electroreduction was elucidated using electrochemical techniques and deep potential molecular dynamics(DPMD)simulations.In the NKML system,... The alloying process of Mg-La in NaCl-KCl-MgCl_(2)-LaCl_(3)(NKML)melts during electroreduction was elucidated using electrochemical techniques and deep potential molecular dynamics(DPMD)simulations.In the NKML system,the Mg^(2+)/La^(3+)electrodeposition on the tungsten(W)electrode at 973 K was found to be a one-step process.The nucleation of metal ions on the electrode surface followed an instantaneous nucleation mode and was not influenced by the alloying process.The redox potential and underpotential deposition behavior of the metal ions in the NKML system were accurately predicted by the DPMD simulations,confirming the alloying process of the Mg-La.Additionally,scanning electron microscopy with energy dispersive spectroscopy(SEM-EDS)analysis results confirmed that the cathodic deposits consisted of a bright phase and a dark phase,corresponding to the Mg-La alloys and Mg,respectively.The distribution of electrolytic products suggests that the cathodic deposit initially favors the Mg phase,with the Mg-La alloy forming more easily when the Mg source in the melt is depleted. 展开更多
关键词 NaCl-KCl-MgCl_(2)-LaCl_(3)melt Mg-La alloy alloying process ELECTROREDUCTION redox potential
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临床药师主导的T2DM患者全周期管理模式构建
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作者 蒋媛媛 郑桂梅 +2 位作者 曹耀华 谢泽宇 曹伟灵 《中国药房》 北大核心 2026年第1期92-98,共7页
目的构建临床药师主导的2型糖尿病(T2DM)患者全周期管理模式。方法基于文献分析,初步构建临床药师主导的T2DM患者全周期管理模式的基本框架与条目;采用德尔菲法向26名专家进行函询,确定该模式的具体实施条目;运用层次分析(AHP)法确定各... 目的构建临床药师主导的2型糖尿病(T2DM)患者全周期管理模式。方法基于文献分析,初步构建临床药师主导的T2DM患者全周期管理模式的基本框架与条目;采用德尔菲法向26名专家进行函询,确定该模式的具体实施条目;运用层次分析(AHP)法确定各级条目的权重,并对模式条目进行信效度分析。结果两轮专家函询的问卷回收率分别为86.67%、100%,专家权威系数为0.88;三级条目的肯德尔协调系数分别为0.064、0.084(χ^(2)检验的P值均小于0.05);AHP模型各层级判断矩阵的一致性比率均小于0.1。所建临床药师主导的T2DM患者全周期管理模式包含3个一级条目(T2DM患者住院期间的药学服务路径、T2DM住院患者的低血糖药学管理路径、T2DM出院患者的药学随访路径,权重分别为0.098、0.568、0.334)、12个二级条目(住院1~2 d的药学服务、入院评估及宣教等,权重为0.143~0.333)和37个三级条目(依从性评估、核查出院带药方案等,权重为0.068~0.750)。该模式上述一级条目及总体的Cronbach’s α系数分别为0.762、0.879、0.928、0.951,条目水平、量表水平的内容效度指数分别为0.967、0.808。结论成功构建了临床药师主导的T2DM患者全周期管理模式,该模式具有较高的科学性与可靠性。 展开更多
关键词 临床药师 2型糖尿病 全周期管理模式 德尔菲法 层次分析法
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Study of a mass transfer-reaction model for SO_2 absorption process using LAS/H_2SO_4 solution
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作者 Yue Changtao Li Shuyuan +3 位作者 Chen Weihong Guo Shaohui Yang Yuhua Sha Yingxun 《Petroleum Science》 SCIE CAS CSCD 2010年第3期397-402,共6页
A regenerative absorption process for removal of SOx from FCC off-gas using LAS/ H2SO4 solution as absorbant was studied and pilot-plant experiments were carried out. A mass transfer- reaction model for the SO2 absorp... A regenerative absorption process for removal of SOx from FCC off-gas using LAS/ H2SO4 solution as absorbant was studied and pilot-plant experiments were carried out. A mass transfer- reaction model for the SO2 absorption process was established based on pilot-plant experiments, and the concentration distribution of components in the liquid film, and the partial pressure and mass transfer rate of SO2 along the height of the absorption tower, was calculated from this model. The numerical simulation results were compared with the experimental results and proved that the model can be used for describing the SO2 absorption process. 展开更多
关键词 Regenerative absorption process SOx cleanup LAS/H2SO4 solution mass transfer-reactionmodel
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Interfacial Engineering of Fe-Zr Bimetallic Oxides Boosts Phenolic Pollutants Removal in Heterogeneous Fenton-Like Process
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作者 Yue Yin Zekun Dong +2 位作者 Jibin Li Jiao Yang Jingqing Gao 《Energy & Environmental Materials》 2026年第1期169-176,共8页
Fenton technology has garnered significant attention for the deep removal of low-concentration emerging contaminants due to its remarkable oxidation performance.However,the traditional mineralization process for emerg... Fenton technology has garnered significant attention for the deep removal of low-concentration emerging contaminants due to its remarkable oxidation performance.However,the traditional mineralization process for emerging contaminants requires a substantial amount of hydroxyl radicals(HO˙),leading to excessive consumption of H_(2)O_(2).Through interfacial engineering of Fe-Zr bimetallic catalysts(FeZrO_(x)),this study demonstrates synergistic enhancement of phenolic pollutant removal at heterojunction interfaces while achieving an 80%reduction in H_(2)O_(2)dosage compared to traditional Fe_(2)O_(3)systems.The chemical states of Fe and Zr at the(104)/(111)heterojunction interface in FeZrO_(x)exhibit marked modifications relative to their monometallic Fe_(2)O_(3)and ZrO_(2)counterparts.The elevated charge density at interfacial Fe sites in FeZrO_(x)promotes HO˙generation,while optimized antibonding orbital composition below the Fermi level in bisphenol A adsorbed on Zr sites enhances hydrogen abstraction and subsequent polymerization.This Fe-Zr synergy at the(104)/(111)heterojunction concurrently suppresses HO˙diffusion losses and directs phenolic pollutant(e.g.,phenol and bisphenol A)polymerization within the reactive interface,thereby reducing H_(2)O_(2)consumption compared to monometallic systems. 展开更多
关键词 bimetallic oxide Fenton-like process H_(2)O_(2)consumption HETEROJUNCTION POLYMERIZATION
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基于Aspen Plus的转炉煤气中CO_(2)捕集的工艺流程模拟
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作者 郜姝婷 罗洁 《中阿科技论坛(中英文)》 2026年第3期53-57,共5页
为实现转炉煤气中CO_(2)的高效捕集与资源化利用,文章采用Aspen Plus流程模拟软件,构建了“吸收-解吸”双单元CO_(2)捕集工艺模型,以某钢铁企业实际转炉煤气为研究对象,分析了关键工艺参数对CO_(2)捕集性能的影响规律。模拟结果表明:在... 为实现转炉煤气中CO_(2)的高效捕集与资源化利用,文章采用Aspen Plus流程模拟软件,构建了“吸收-解吸”双单元CO_(2)捕集工艺模型,以某钢铁企业实际转炉煤气为研究对象,分析了关键工艺参数对CO_(2)捕集性能的影响规律。模拟结果表明:在吸收温度为40℃、压力为0.14 MPa、吸收塔塔板数为15的条件下,采用质量比1∶1的30%MEA-MDEA混合胺液作为吸收剂,CO_(2)吸收率可达86.78%,再生能耗为6.7074 MJ/kg CO_(2)。该模拟流程可为转炉煤气CO_(2)捕集工业装置的设计、优化与放大提供可靠的理论依据和技术支撑。 展开更多
关键词 Aspen Plus模拟 转炉煤气资源化 CO_(2)捕集 工艺流程模拟 参数优化
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