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Multi-scale design of silicon/carbon composite anode materials for lithium-ion batteries:A review 被引量:1
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作者 Liu Yang Shuaining Li +6 位作者 Yuming Zhang Hongbo Feng Jiangpeng Li Xinyu Zhang Huai Guan Long Kong Zhaohui Chen 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2024年第10期30-45,I0002,共17页
Silicon/carbon composites,which integrate the high lithium storage performance of silicon with the exceptional mechanical strength and conductivity of carbon,will replace the traditional graphite electrodes for high-e... Silicon/carbon composites,which integrate the high lithium storage performance of silicon with the exceptional mechanical strength and conductivity of carbon,will replace the traditional graphite electrodes for high-energy lithium-ion batteries.Various strategies have been designed to synthesize silicon/carbon composites for tackling the issues of anode pulverization and poor stability in the anodes,thereby improving the lithium storage ability.The effect of the regulation method at each scale on the final negative electrode performance remains unclear.However,it has not been fully clarified how the regulation methods at each scale influence the final anode performance.This review will categorize the materials structure into three scales:molecular scale,nanoscale,and microscale.First,the review will examine modification methods at the molecular scale,focusing on the interfacial bonding force between silicon and carbon.Next,it will summarize various nanostructures and special shapes in the nanoscale to explore the construction of silicon/carbon composites.Lastly,the review will provide an analysis of microscale control approaches,focusing on the formation of composite particle with micron size and the utilization of micro-Si.This review provides a comprehensive overview of the multi-scale design of silicon/carbon composite anode materials and their optimization strategies to enhance the performance of lithium-ion batteries. 展开更多
关键词 Lithium-ion batteries Silicon/carbon composites Molecular scale Nanoscale MICROscale
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High Sensitivity Submicron Scale Temperature Sensor Based on Perovskite Nanoplatelet Lasers
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作者 ZHAO Ruofan TAO Jianxun +7 位作者 XI Yuying CHEN Jiangzhao JI Ting WANG Wenyan WEN Rong CUI Yanxia CHEN Junsheng LI Guohui 《发光学报》 EI CAS CSCD 北大核心 2024年第9期1511-1520,共10页
Submicron scale temperature sensors are crucial for a range of applications,particularly in micro and na-noscale environments.One promising solution involves the use of active whispering gallery mode(WGM)microresonato... Submicron scale temperature sensors are crucial for a range of applications,particularly in micro and na-noscale environments.One promising solution involves the use of active whispering gallery mode(WGM)microresonators.These resonators can be remotely excited and read out using free-space structures,simplifying the process of sensing.In this study,we present a submicron-scale temperature sensor with a remarkable sensitivity up to 185 pm/℃based on a trian-gular MAPbI3 nanoplatelet(NPL)laser.Notably,as temperature changes,the peak wavelength of the laser line shifts lin-early.This unique characteristic allows for precise temperature sensing by tracking the peak wavelength of the NPL laser.The optical modes are confined within the perovskite NPL,which measures just 85 nm in height,due to total internal reflec-tion.Our NPL laser boasts several key features,including a high Q of~2610 and a low laser threshold of about 19.8μJ·cm^(−2).The combination of exceptional sensitivity and ultra-small size makes our WGM device an ideal candidate for integration into systems that demand compact temperature sensors.This advancement paves the way for significant prog-ress in the development of ultrasmall temperature sensors,opening new possibilities across various fields. 展开更多
关键词 temperature sensor submicron scale perovskite nanoplatelet
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A real-time performance improvement method for composite time scale
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作者 Fangmin Wang Wenlin Li +4 位作者 Hongfei Dai Chunyi Li Jianhua Zhou Shenhui Xue Bo Wang 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第9期350-357,共8页
The composite time scale(CTS)provides a stable,accurate,and reliable time scale for modern society.The improvement of CTS’s real-time performance will improve its stability,which strengths related applications’perfo... The composite time scale(CTS)provides a stable,accurate,and reliable time scale for modern society.The improvement of CTS’s real-time performance will improve its stability,which strengths related applications’performance.Aiming at this goal,a method achieved by determining the optimal calculation interval and accelerating adjustment stage is proposed in this paper.The determinants of the CTS’s calculation interval(characteristics of the clock ensemble,the measurement noise,the time and frequency synchronization system’s noise and the auxiliary output generator noise floor)are studied and the optimal calculation interval is obtained.We also investigate the effect of ensemble algorithm’s initial parameters on the CTS’s adjustment stage.A strategy to get the reasonable initial parameters of ensemble algorithm is designed.The results show that the adjustment stage can be finished rapidly or even can be shorten to zero with reasonable initial parameters.On this basis,we experimentally generate a distributed CTS with a calculation interval of 500 s and its stability outperforms those of the member clocks when the averaging time is longer than1700 s.The experimental result proves that the CTS’s real-time performance is significantly improved. 展开更多
关键词 composite time scale real-time performance calculation interval adjustment stage
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Similarity Criterion and Scale Effect for Ship Distortion Model Under Combined Loads
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作者 ZHANG Yi-long WEI Peng-yu +3 位作者 DAI Ze-yu WANG Lian ZENG Qing-bo TANG Qin 《船舶力学》 EI CSCD 北大核心 2024年第12期1880-1890,共11页
For the ultimate strength model test evaluation of large ship structures, the distortion model with non-uniform ratio between the main size and the plate thickness size is usually adopted. It is the key to carry out s... For the ultimate strength model test evaluation of large ship structures, the distortion model with non-uniform ratio between the main size and the plate thickness size is usually adopted. It is the key to carry out scale model test to establish a distortion model similar to the real ship structure under combined load. A similarity criterion for ship distortion model under the combined action of bending moment and surface pressure was proposed, and the scale effect for the criterion was verified by a se ries of numerical analysis and model tests. The results show that the similarity criterion for ship distor tion model under combined loads has a certain scale effect. For the model tests of ship cabin struc tures, it is suggested that the scale range between the plate thickness scale and the main dimension scale should be controlled within 2:1, which can be used as a reference for distortion model design and ultimate strength test of large-scale ship structures. 展开更多
关键词 distortion model combined load similarity criteria scale effect ultimate strength test
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Optimal Multi-Timescale Scheduling of Integrated Energy Systems with Hybrid Energy Storage System Based on Lyapunov Optimization
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作者 Yehui Ma Dong Han Zhuoxin Lu 《Journal of Beijing Institute of Technology》 EI CAS 2024年第5期465-480,共16页
The economic operation of integrated energy system(IES)faces new challenges such as multi-timescale characteristics of heterogeneous energy sources,and cooperative operation of hybrid energy storage system(HESS).To th... The economic operation of integrated energy system(IES)faces new challenges such as multi-timescale characteristics of heterogeneous energy sources,and cooperative operation of hybrid energy storage system(HESS).To this end,this paper investigates the multi-timescale rolling opti-mization problem for IES integrated with HESS.Firstly,the architecture of IES with HESS is established,a comparative analysis is conducted to evaluate the advantages of the HESS over a single energy storage system(SESS)in stabilizing power fluctuations.Secondly,the dayahead and real-time scheduling cost functions of IES are established,the day-ahead scheduling mainly depends on operation costs of the components in IES,the real-time optimal scheduling adopts the Lya-punov optimization method to schedule the battery and hydrogen energy storage in each time slot,so as to minimize the real-time average scheduling operation cost,and the problem of day-ahead and real-time scheduling error,which caused by the uncertainty of the energy storage is solved by online optimization.Finally,the proposed model is verified to reduce the scheduling operation cost and the dispatching error by performing an arithmetic example analysis of the IES in Shanghai,which provides a reference for the safe and stable operation of the IES. 展开更多
关键词 integrated energy systems multiple time scales hybrid energy storage systems Lya-punov optimization
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Flow and sound fields of scaled high-speed trains with different coach numbers running in long tunnel
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作者 Qiliang Li Yuqing Sun +1 位作者 Menghan Ouyang Zhigang Yang 《Railway Engineering Science》 EI 2024年第3期401-420,共20页
Segregated incompressible large eddy simulation and acoustic perturbation equations were used to obtain the flow field and sound field of 1:25 scale trains with three,six and eight coaches in a long tunnel,and the aer... Segregated incompressible large eddy simulation and acoustic perturbation equations were used to obtain the flow field and sound field of 1:25 scale trains with three,six and eight coaches in a long tunnel,and the aerodynamic results were verified by wind tunnel test with the same scale two-coach train model.Time-averaged drag coefficients of the head coach of three trains are similar,but at the tail coach of the multi-group trains it is much larger than that of the three-coach train.The eight-coach train presents the largest increment from the head coach to the tail coach in the standard deviation(STD)of aerodynamic force coefficients:0.0110 for drag coefficient(Cd),0.0198 for lift coefficient(Cl)and 0.0371 for side coef-ficient(Cs).Total sound pressure level at the bottom of multi-group trains presents a significant streamwise increase,which is different from the three-coach train.Tunnel walls affect the acoustic distribution at the bottom,only after the coach number reaches a certain value,and the streamwise increase in the sound pressure fluctuation of multi-group trains is strengthened by coach number.Fourier transform of the turbulent and sound pressures presents that coach number has little influence on the peak frequencies,but increases the sound pressure level values at the tail bogie cavities.Furthermore,different from the turbulent pressure,the first two sound pressure proper orthogonal decomposition(POD)modes in the bogie cavities contain 90%of the total energy,and the spatial distributions indicate that the acoustic distributions in the head and tail bogies are not related to coach number. 展开更多
关键词 Flow and sound fields scaled high-speed trains Different coach numbers Long tunnel Proper orthogonal decomposition
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Diversity-biomass relationships are shaped by tree mycorrhizal associations and stand structural diversity at different spatial scales
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作者 Rui Zhang Shuaifeng Li +3 位作者 Xiaobo Huang Cong Li Chonghua Xu Jianrong Su 《Forest Ecosystems》 CSCD 2024年第6期781-792,共12页
Diversity-biomass relationships(DBRs)in terrestrial ecosystems tend to vary across spatial scales,but,particularly in hyperdiverse forests,the mechanisms driving these trends remain uncertain.Until now,few have simult... Diversity-biomass relationships(DBRs)in terrestrial ecosystems tend to vary across spatial scales,but,particularly in hyperdiverse forests,the mechanisms driving these trends remain uncertain.Until now,few have simultaneously investigated the connections between tree species diversity,stand structural diversity,mycorrhizal associations,and ecosystem functioning.In addition,DBRs have only been studied at limited spatial scales,with limited focus on the direct and indirect effects of environmental factors.We addressed these research gaps using a 30-ha forest dynamics plot located in Pu'er City,Southwest China.Through piecewise structural equation models,we quantified the direct effects of tree species diversity(α,β,γ),stand structural diversity,mycorrhizal associations(AM,EcM),and the environmental factors(soil fertility and topography),as well as the indirect effects of the environmental factors on aboveground tree biomass across spatial scales ranging from 400 to 230,400 m^(2).We hypothesized that complex interactions among these factors underpin the variation in DBRs in natural ecosystems across spatial scales.Our results showed that environmental conditions indirectly affected the tree biomass via changes in tree species diversity,and these effects became stronger as the spatial scale increased.At small to moderate spatial scales,environmental factors were more predictive of tree biomass than tree species diversity(or its components);the effects of stand structural diversity on biomass also gradually increased with spatial scale.Conversely,from the intermediate to the largest spatial scales,mycorrhizal associations gradually became the best predictors of DBR dynamics.Our research offers novel empirical evidence demonstrating the importance of environmental conditions,structural diversity,and mycorrhizal associations in shaping cross-scale DBRs.Future comprehensive studies should consider these factors to assess the mechanisms shaping scale-dependent DBRs in complex natural ecosystems. 展开更多
关键词 Spatial scales Mycorrhizal dominance Aboveground biomass Environmental factors Stand structural diversity Biodiversity-ecosystem functioning Monsoon evergreen broad-leaved forest
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Unraveling the corrosion behavior and corrosion scale evolution of N80 steel in high-temperature CO_(2)environment:The role of flow regimes
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作者 Liu-Yang Yang Chang-Pu Liu +5 位作者 Hai-Ming Fan Da-Lei Zhang Zhi-Yi Wei Hui-Liang Wu Chuan He Ye-Fei Wang 《Petroleum Science》 CSCD 2024年第6期4464-4480,共17页
During CO_(2)transportation and storage,metal equipment such as oilfield pipelines suffers from severe CO_(2)corrosion,especially in harsh downhole injection equipment.In this study,we investigated the corrosion behav... During CO_(2)transportation and storage,metal equipment such as oilfield pipelines suffers from severe CO_(2)corrosion,especially in harsh downhole injection equipment.In this study,we investigated the corrosion behavior of oil well tubing in a high-temperature,high-pressure(HTHP)CO_(2)-containing environment.The evolution of the corrosion scale was also examined under different flow regimes.The results reveal a lower corrosion rate at 150℃compared to 80℃under different flow regimes,with localized corrosion intensifying as temperature and rotational speeds(vrs)increase.The temperature also induces the corrosion scale conversion of aragonite-type CaCO_(3)(80℃)to calcite-type CaCO_(3)(150℃).Specifically,the variation of the corrosion rate and the corrosion scale evolution can be attributed to the vortices within the reactor.The intact vortex cells enhance mass transfer while also promoting nucleation and growth of CaCO3.However,when vrsexceeds the critical Reynolds number,the vortex cells are disrupted,resulting in viscous dissipation and a reduced corrosion rate. 展开更多
关键词 CO_(2)corrosion Oil well tubing High temperature and high pressure Corrosion scale Flow regimes
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Pore-scale probing CO_(2)huff-n-puff in extracting shale oil from different types of pores using online T1-T2 nuclear magnetic resonance spectroscopy
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作者 Yi-Jian Ren Bing Wei +4 位作者 Bing-Xin Ji Wan-Fen Pu Dian-Lin Wang Jin-Yu Tang Jun Lu 《Petroleum Science》 CSCD 2024年第6期4119-4129,共11页
CO_(2) huff-n-puff shows great potential to promote shale oil recovery after primary depletion.However,the extracting process of shale oil residing in different types of pores induced by the injected CO_(2) remains un... CO_(2) huff-n-puff shows great potential to promote shale oil recovery after primary depletion.However,the extracting process of shale oil residing in different types of pores induced by the injected CO_(2) remains unclear.Moreover,how to saturate shale core samples with oil is still an experimental challenge,and needs a recommended procedure.These issues significantly impede probing CO_(2) huff-n-puff in extracting shale oil as a means of enhanced oil recovery(EOR)processes.In this paper,the oil saturation process of shale core samples and their CO_(2) extraction response with respect to pore types were investigated using online T1-T2nuclear magnetic resonance(NMR)spectroscopy.The results indicated that the oil saturation of shale core samples rapidly increased in the first 16 days under the conditions of 60℃and 30 MPa and then tended to plateau.The maximum oil saturation could reach 46.2%after a vacuum and pressurization duration of 20 days.After saturation,three distinct regions were identified on the T1-T2NMR spectra of the shale core samples,corresponding to kerogen,organic pores(OPs),and inorganic pores(IPs),respectively.The oil trapped in IPs was the primary target for CO_(2) huff-n-puff in shale with a maximum cumulative oil recovery(COR)of 70%original oil in place(OOIP)after three cycles,while the oil trapped in OPs and kerogen presented challenges for extraction(COR<24.2%OOIP in OPs and almost none for kerogen).CO_(2) preferentially extracted the accessible oil trapped in large IPs,while due to the tiny pores and strong affinity of oil-wet walls,the oil saturated in OPs mainly existed in an adsorbed state,leading to an insignificant COR.Furthermore,COR demonstrated a linear increasing tendency with soaking pressure,even when the pressure noticeably exceeded the minimum miscible pressure,implying that the formation of a miscible phase between CO_(2) and oil was not the primary drive for CO_(2) huff-n-puff in shale. 展开更多
关键词 Shale oil Enhanced oil recovery CO_(2)huff-n-puff Pore scale extraction T_(1)-T_(2)NMR spectrum
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生态沟渠对农田退水污染物的净化效能及其配置规模
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作者 张迎颖 李敏 +5 位作者 潘吴意 王岩 姜智绘 苏国东 刘海琴 张志勇 《农业环境科学学报》 北大核心 2025年第1期105-116,共12页
生态沟渠是我国南方水网区农业面源污染防控技术体系的重要环节,其与农田面积相对应的配置规模研究尚无定论。选择3条规格相同的试验沟渠进行生态化改造,增设湿生植物、生物填料箱和生态滤坝,构建生态沟渠。设置不同强化净化措施的沟渠... 生态沟渠是我国南方水网区农业面源污染防控技术体系的重要环节,其与农田面积相对应的配置规模研究尚无定论。选择3条规格相同的试验沟渠进行生态化改造,增设湿生植物、生物填料箱和生态滤坝,构建生态沟渠。设置不同强化净化措施的沟渠处理,分别为:湿生植物+1座生物填料箱+1座生态滤坝处理(D1)、湿生植物+2座生物填料箱+2座生态滤坝处理(D2)、湿生植物+3座生物填料箱+3座生态滤坝处理(D3),并控制进水流量的变化,对比不同处理生态沟渠对农田退水污染物的净化效能,分析污染通量在时空尺度上的变化情况,探讨对应于单位农田面积的生态沟渠配置规模。结果表明:强化处理生态沟渠对TN、NH_(4)^(+)-N、TP和COD的削减率分别为33.9%~49.1%、37.8%~42.9%、29.3%~42.0%和60.0%~78.1%,其中,D2和D3对TN和TP的削减率较高。D2和D3出水TN和COD的污染通量显著低于D1(P<0.05),而3条沟渠出水NH_(4)^(+)-N和TP的污染通量之间无显著差异。流水试验条件下,出水TN和TP降低至2.0 mg·L^(-1)和0.2 mg·L^(-1),D3所需要的沟渠长度分别为85.4 m和57.3 m,为3条强化措施处理沟渠中最短;对应于667 m2农田,单日降雨量为60 mm,TN浓度降低4.64 mg·L^(-1),按照D3沟渠的设施配置,1 m^(3)的生态沟渠可处理19 m^(2)的农田退水。在后续研究中,可因地制宜应用湿生植物+3座生物填料箱+3座生态滤坝(D3)的强化净化措施,并有效衔接生态沟渠与汇水塘浜,考量两者的综合净化效能,对“田-沟-塘-浜”的配置规模进行总体测算。 展开更多
关键词 生态沟渠 农田退水 配置规模
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粗粒土力学特性大型平面应变试验研究
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作者 姜景山 左永振 +3 位作者 程展林 黄鑫 张超 王志华 《长江科学院院报》 北大核心 2025年第1期129-135,143,共8页
土石坝填料一般处于平面应变状态,目前填料力学特性研究基本采用大型三轴试验。由于三轴应力状态下中主应力等于小主应力,平面应变状态下大坝填料的力学性能会被低估。为充分认识填料潜能,科学设计和合理评估土石坝,有必要对填料开展平... 土石坝填料一般处于平面应变状态,目前填料力学特性研究基本采用大型三轴试验。由于三轴应力状态下中主应力等于小主应力,平面应变状态下大坝填料的力学性能会被低估。为充分认识填料潜能,科学设计和合理评估土石坝,有必要对填料开展平面应变试验研究。应用大型真三轴仪对填料进行了大型平面应变试验,共开展了4种不同初始干密度的粗粒土平面应变各向等压固结排水剪切试验。结果表明:应力-应变关系主要为应变硬化型,应力曲线呈爬升型,体变表现为剪缩。某一小主应力下,大小主应力之差的最大值随初始干密度的增大呈线性增大;初始干密度一定时,大小主应力之差的最大值与小主应力呈线性关系增大。初始剪切阶段,小主应力一定时,偏应力与球应力之比曲线斜率随初始干密度的增大而增大,随剪切变形的发展,不同初始干密度的应力比曲线逐渐趋于接近。偏应力随球应力的增大单调增加则对应应变硬化型,若偏应力随球应力的增大先增加后减小则对应应变软化型。相同小主应力时,初始弹性模量随初始干密度的增大而增大,近似呈线性关系;某一初始干密度下,初始弹性模量随小主应力的增大基本呈线性关系增大。中主应力系数随大主应力方向应变的增大而增大,曲线形态呈三折线形,初始剪切阶段增长较为缓慢,随剪切变形的增大增长相对加快并呈线性关系增大,如曲线末端下弯为应变硬化型,曲线末端上翘为应变软化型。 展开更多
关键词 粗粒土 大型平面应变试验 力学特性 主应力 偏应力 球应力 大型真三轴仪
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窟野河流域次降雨事件下水沙变化特征及其输移过程
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作者 杨晨 佘冬立 黄萱 《水土保持研究》 北大核心 2025年第2期52-60,共9页
[目的]深入分析黄土高原粗沙区流域次降雨事件尺度下水沙动态变化特征及其输移过程,为黄土高原粗沙区流域的水沙管理和调控提供重要科学依据。[方法]以黄土高原中游粗沙多沙区窟野河流域为对象,收集2006—2019年间的160场次降雨事件水... [目的]深入分析黄土高原粗沙区流域次降雨事件尺度下水沙动态变化特征及其输移过程,为黄土高原粗沙区流域的水沙管理和调控提供重要科学依据。[方法]以黄土高原中游粗沙多沙区窟野河流域为对象,收集2006—2019年间的160场次降雨事件水沙数据。通过运用方差分析、水沙关系曲线、滞后分析等方法,比较位于窟野河及其子流域次降雨事件下产流输沙特征,构建了各流域次降雨事件尺度下水沙关系曲线,分析了水沙滞后关系及滞后指数的空间差异,以揭示次降雨尺度下窟野河流域的水沙输移过程。[结果](1)4个流域径流相关参数无显著差异,但泥沙相关参数差异显著;(2)位于窟野河上游东部的新庙流域水沙相关性强,表征外界人为干扰的参数(a)最大,位于上游西部的王道恒塔流域泥沙浓度低,水沙相关性弱,表征河流本身输沙能力的参数(b)最大;(3)新庙、王道恒塔和温家川3个流域的主要滞后模式为逆时针型,泥沙来源于上游区域,且高含沙降雨事件的滞后系数(HI)平均值多为负;而神木流域的主要滞后模式为“8”字型,指示泥沙来源相对接近流域出口,且高含沙降雨事件的HI平均值多为正。[结论]窟野河嵌套流域次降雨事件尺度下水沙变化空间差异显著,泥沙输移过程复杂,不同子流域滞后模式揭示了泥沙来源和输移机制的空间异质性。 展开更多
关键词 次降雨事件尺度 输移过程 水沙关系 滞后分析
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宁南黄土区中庄小流域土壤密度坡面变化及尺度效应
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作者 韩新生 许浩 +5 位作者 刘广全 安钰 董立国 王月玲 万海霞 郭永忠 《水土保持研究》 北大核心 2025年第2期72-82,共11页
[目的]分析土壤密度在坡面上的变化特征及尺度效应,探讨土壤密度坡面尺度转换路径,为精准监测土壤密度、科学评价土壤功能、指导土壤资源管理提供理论依据。[方法]在宁夏南部半干旱黄土丘陵区中庄小流域,选择3个退耕还林还草后的典型坡... [目的]分析土壤密度在坡面上的变化特征及尺度效应,探讨土壤密度坡面尺度转换路径,为精准监测土壤密度、科学评价土壤功能、指导土壤资源管理提供理论依据。[方法]在宁夏南部半干旱黄土丘陵区中庄小流域,选择3个退耕还林还草后的典型坡面,按坡位从上至下设置了5个样地,调查各样地的植被类型、土地利用、立地条件等,采用环刀法分层测定了200 cm深度的土壤密度。[结果]在东坡、西坡、南坡,土壤密度随土层加深基本表现为线性增加,土层每加深10 cm土壤密度平均增加0.0062,0.0036,0.0075 g/cm^(3),其原因为植被根系、土壤有机质、压实作用的土层差异。在0—200 cm土层,东坡和南坡土壤密度坡面均值均为1.22 g/cm^(3),低于西坡(1.26 g/cm^(3))。3个坡面土壤密度的坡面变化存在差异,东坡、西坡、南坡沿坡变化表现为逐渐增加或先增后减、先升后降、先降后升,整体上为坡面下部大于上部,主要原因包括植被类型、土地利用、人类活动、恢复年限等坡面差异。以离坡顶水平距离增加100 m土壤密度坡面滑动平均值的变化量评价坡面尺度效应,0—200 cm土层的平均土壤密度坡面尺度效应在东坡为0.032(g/cm^(3))/100 m,在西坡为0.024(g/cm^(3))/100 m(离坡顶0—250 m)和-0.007(g/cm^(3))/100 m(离坡顶250—329 m),在南部为-0.011(g/cm^(3))/100 m(离坡顶0—140 m)和0.018(g/cm^(3))/100 m(离坡顶140—368 m)。构建3个坡面不同坡位样地各土层的土壤密度与坡面均值的比值随离坡顶水平距离增加而变化的关系式(R2>0.80,p<0.0001),且基于拟合关系式预测的土壤密度坡面均值的相对误差均小于2.5%,藉此可由任一坡位样地土壤密度测定值准确便捷地估算坡面均值。[结论]半干旱黄土区土壤密度坡面变化和坡位差异明显,且植被类型、人为干扰、土地利用等对土壤密度坡面分布格局影响较大,未来应加强主要作用因子对土壤密度坡面变化及尺度效应的贡献研究。 展开更多
关键词 土壤密度 坡面变化 尺度效应 植被类型 半干旱黄土区
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基于卷积和Transformer的矿物拉曼光谱分类方法
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作者 耿磊 仇怀志 +2 位作者 肖志涛 张芳 吴骏 《天津工业大学学报》 北大核心 2025年第1期53-61,共9页
针对矿物类别众多、存在环境杂质等干扰信息以及部分拉曼光谱存在相似性等问题,结合拉曼光谱时域和频域上多尺度特征信息,提出一种基于卷积结构和自注意力结构的双分支分类网络RT-Net(Residual-Transformer Net)。该网络利用卷积块搭建... 针对矿物类别众多、存在环境杂质等干扰信息以及部分拉曼光谱存在相似性等问题,结合拉曼光谱时域和频域上多尺度特征信息,提出一种基于卷积结构和自注意力结构的双分支分类网络RT-Net(Residual-Transformer Net)。该网络利用卷积块搭建局部特征提取模块,引入通道注意力增强局部特征提取能力;利用自注意力结构学习拉曼光谱频域中的双向依赖关系来提取全局特征信息,由注意力融合模块进行多尺度特征融合用以分类。实验结果表明:RT-Net实现了对于1321类矿物拉曼光谱快速准确的分类,分类准确率达到90.31%;此外,在精准率、召回率和F1得分3个评估指标上分别达到了0.8781、0.9066和0.8972,进一步验证了RT-Net的有效性。 展开更多
关键词 矿物分类 拉曼光谱 频域 注意力机制 多尺度融合
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一种单步解除有机沉积及无机垢的单相酸体系
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作者 崔波 荣新明 +3 位作者 冯浦涌 姚二冬 周福建 王顺 《钻井液与完井液》 北大核心 2025年第1期134-142,共9页
近井地带有机垢和无机垢的沉积严重影响了油气正常生产,常规解堵体系无法同时解除有机、无机及其混合垢。针对上述问题,开发了一种新型多功能解堵体系—单相酸体系,该体系由2种不相溶的液体(溶有机垢的芳烃溶剂和溶无机垢的酸液)、表面... 近井地带有机垢和无机垢的沉积严重影响了油气正常生产,常规解堵体系无法同时解除有机、无机及其混合垢。针对上述问题,开发了一种新型多功能解堵体系—单相酸体系,该体系由2种不相溶的液体(溶有机垢的芳烃溶剂和溶无机垢的酸液)、表面活性剂、助表面活性剂及功能型添加剂组成。采用电导率仪、粒度分析仪、旋转岩盘仪、界面张力仪、润湿角测定仪、摩阻仪、岩心流动仪、CT扫描等实验仪器对单相酸体系的性能进行了系统分析评价。实验结果表明,单相酸体系是一种外相为油、内相为酸的纳米均相分散体系,粒径分布为7~50 nm;界面张力为0;具有解除储层乳化(破乳率大于90%)、水锁、润湿改性的性能(油湿改性为水湿);可同时溶解有机垢、无机垢及其混合垢(溶解率100%),岩心伤害渗透率恢复率大于100%;具有低摩阻性能(降阻率大于80%),可实现大排量解堵作业;具有高缓速率性能(缓速率大于99%),可实现储层深部解堵。单相酸体系利用油、酸互溶原理,实现了有机垢、无机垢及其混合垢单步同时溶解,对油气井及转注井近井地带混合垢污染物的高效解除具有重要意义。单相酸体系在伊拉克米桑油田进行了现场试验,增产效果显著。 展开更多
关键词 单相酸 有机沉积 无机垢 纳米分散体系 单步
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基于缩尺试验的第三介质对波磨演化影响研究
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作者 雷震宇 王志强 《铁道工程学报》 北大核心 2025年第1期26-30,共5页
研究目的:为研究波磨在不同环境下的演化过程,采用自行设计的缩尺双盘试验装置,以便分析第三介质对波磨形成和发展的作用。通过建立缩尺双盘试验装置并校核其稳定性,分析接触界面干燥以及存在水、润滑油和摩擦调节剂(Friction Modifier,... 研究目的:为研究波磨在不同环境下的演化过程,采用自行设计的缩尺双盘试验装置,以便分析第三介质对波磨形成和发展的作用。通过建立缩尺双盘试验装置并校核其稳定性,分析接触界面干燥以及存在水、润滑油和摩擦调节剂(Friction Modifier,FM)介质工况下波磨的形成机制,并在波磨形成的基础上分析波磨在上述工况下的发展特性。研究结论:(1)在干燥工况下,轨轮表面接触区域出现了波磨,而在水、润滑油和FM介质工况下,轨轮表面接触区域未出现明显波磨,表明水、润滑油和FM能够有效抑制波磨的发生,这与其降低界面摩擦系数有关;(2)相较于干燥工况,水、润滑油和FM能够有效减少轨轮表面结构损伤;(3)试验过程中轨轮表面波磨的形成机理为横向蠕滑诱发的轮轨接触自激振动导致轨轮表面波磨的生成;(4)当接触界面存在水、润滑油和FM介质时,其能够显著减缓波磨的发展,并且随着车轮的往复运行,原有波磨趋于消失;(5)第三介质具有调控轮轨界面摩擦属性的功能,考虑地铁车辆起动/制动需求,选择摩擦系数适中的FM产品用于控制钢轨波磨是较为合适的;(6)本研究结论可为不同环境下波磨的演化过程研究提供参考。 展开更多
关键词 波磨 缩尺试验 第三介质 蠕滑率 摩擦系数
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基于声发射和离散元理论煤体宏细观损伤力学行为研究
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作者 张琪 李祥春 +1 位作者 刘耀儒 聂百胜 《中南大学学报(自然科学版)》 北大核心 2025年第1期173-188,共16页
研究煤体在加载过程中的宏细观尺度损伤力学行为对于从本质上探寻连续-非连续型材料的损伤破坏机理至关重要。本文基于声发射监测实验并结合PFC2D离散元软件,从本质上阐述煤体材料复杂宏观力学行为的细观损伤破坏机理。研究结果表明:当... 研究煤体在加载过程中的宏细观尺度损伤力学行为对于从本质上探寻连续-非连续型材料的损伤破坏机理至关重要。本文基于声发射监测实验并结合PFC2D离散元软件,从本质上阐述煤体材料复杂宏观力学行为的细观损伤破坏机理。研究结果表明:当煤体进入屈服阶段后,微裂隙结构彼此相互贯通并形成随意的漫射分布,声发射(AE)定位信号表现出明显的激增现象,这一现象可以作为煤体失稳破坏前的预警信息;围压的作用改变了煤体在宏观尺度下的纵向劈裂破坏模式,导致次生裂纹数量增加,并形成多个共轭剪切面,使煤体由纵向劈裂模式和剪切破裂模式向“Y”形剪切破坏模式和多剪切破坏模式转变;煤体宏观主破裂面与轴向应力方向形成的破裂夹角随围压变化呈正相关递增关系。在应力-应变全过程不同阶段中,煤体轴向应力与轴向应变对应微裂纹扩展演化的敏感性阈值指标,可为煤体宏细观损伤破坏机理研究提供借鉴。 展开更多
关键词 煤体 声发射 离散元 宏细观 损伤破坏
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不同格网尺度下生态系统服务价值空间分异及影响因素分析--以秦岭西安段为例
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作者 马超群 弋志强 +2 位作者 员学锋 张硕蒙 张莎莎 《水土保持研究》 北大核心 2025年第1期389-399,共11页
[目的]探究生态系统服务价值空间分异的尺度效应,为秦岭地区的生态保护和经济发展决策提供参考。[方法]运用改进当量因子法,计算了2020年秦岭西安段5 km,3 km,2 km,1 km和0.5 km共5个格网尺度水平上的生态系统服务价值;采用空间自相关... [目的]探究生态系统服务价值空间分异的尺度效应,为秦岭地区的生态保护和经济发展决策提供参考。[方法]运用改进当量因子法,计算了2020年秦岭西安段5 km,3 km,2 km,1 km和0.5 km共5个格网尺度水平上的生态系统服务价值;采用空间自相关分析和冷热点分析归纳了不同尺度下地均ESV空间分异特征;并利用地理探测器对各尺度下的影响因素作用强度进行定量分析。[结果](1)地均ESV总体上呈北低南高的分布格局,具有小分散、大集聚的空间分布特征,并随尺度降低,其局部越丰富,但整体性降低;(2)2 km尺度适合进行宏观分析和做整体性布局规划,1 km尺度适合进行水域变化对区域ESV影响的研究;(3)格网尺度越小,各影响因素内部差异增加,其整体性特征减少,局部特征差异凸显,空间分异性增强;(4)人类活动带来的土地利用方式转变显著影响区域生态系统服务价值,多因素耦合作用显著影响区域地均ESV空间分异,随尺度降低,其影响减弱。[结论]秦岭西安段的生态保护要重点关注区域土地利用性质的转变,可继续加强退耕还林政策,管控建设用地的规模,在兼顾生态保护的基础上,制定经济发展的布局规划。 展开更多
关键词 生态系统服务价值 空间分异 地理探测器 多尺度 秦岭西安段
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MC-Res2UNet网络在盐体识别中的应用
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作者 王新 张傲 +1 位作者 张薇 陈同俊 《石油地球物理勘探》 北大核心 2025年第1期21-29,共9页
精确识别埋藏在地表下的盐体对于石油和天然气勘探有重大意义。传统的语义分割算法依然存在对盐体的识别精度较低、边缘识别效果较差、识别效率低等问题。文中提出一种基于MC-Res2UNet网络的盐体识别方法,该网络整体架构由U-Net网络改... 精确识别埋藏在地表下的盐体对于石油和天然气勘探有重大意义。传统的语义分割算法依然存在对盐体的识别精度较低、边缘识别效果较差、识别效率低等问题。文中提出一种基于MC-Res2UNet网络的盐体识别方法,该网络整体架构由U-Net网络改进。首先,使用Res2Net网络作为编码器提取盐体特征信息;然后,在解码层中的卷积之后引入CBAM注意力模块重新分配盐体空间信息和通道信息,抑制不重要的信息;最后,利用多尺度特征融合模块融合空间信息和语义信息,提高盐体识别精度。将文中提出的MC-Res2UNet模型用于TGS盐体数据集进行验证,像素准确率可达到96.6%,交并比可达到86.8%,优于传统的DeepLabV3+、DANet等语义分割方法,对地下盐体有更好的识别效果。 展开更多
关键词 盐体识别 U-Net 多尺度特征融合 注意力机制
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基于改进Res2Net与迁移学习的水果图像分类
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作者 吴迪 肖衍 +2 位作者 沈学军 万琴 陈子涵 《电子科技大学学报》 北大核心 2025年第1期62-71,共10页
针对传统水果图像分类算法特征学习能力弱和细粒度特征信息表示不强的缺点,提出一种基于改进Res2Net与迁移学习的水果图像分类算法。首先,针对网络结构,在Res2Net的残差单元中引入动态多尺度融合注意力模块,对各种尺寸的图像动态地生成... 针对传统水果图像分类算法特征学习能力弱和细粒度特征信息表示不强的缺点,提出一种基于改进Res2Net与迁移学习的水果图像分类算法。首先,针对网络结构,在Res2Net的残差单元中引入动态多尺度融合注意力模块,对各种尺寸的图像动态地生成卷积核,利用meta-ACON激活函数优化ReLU激活函数,动态学习激活函数的线性和非线性,自适应选择是否激活神经元;其次,采用基于模型迁移的训练方式进一步提升分类的效率与鲁棒性。实验结果表明,该算法在Fruit-Dataset和Fruits-360数据集上的测试准确率相比Res2Net提升了1.2%和1.0%,召回率相比Res2Net提升了1.13%和0.89%,有效提升了水果图像分类性能。 展开更多
关键词 图像分类 Res2Net 动态多尺度融合注意力 激活函数 迁移学习
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