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Integration of Electrical Properties and Polarization Loss Modulation on Atomic Fe–N‑RGO for Boosting Electromagnetic Wave Absorption
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作者 Kaili Zhang Yuefeng Yan +4 位作者 Zhen Wang Guansheng Ma Dechang Jia Xiaoxiao Huang Yu Zhou 《Nano-Micro Letters》 SCIE EI CAS 2025年第2期517-532,共16页
Developing effective strategies to regulate graphene’s conduction loss and polarization has become a key to expanding its application in the electromagnetic wave absorption(EMWA)field.Based on the unique energy band ... Developing effective strategies to regulate graphene’s conduction loss and polarization has become a key to expanding its application in the electromagnetic wave absorption(EMWA)field.Based on the unique energy band structure of graphene,regulating its bandgap and electrical properties by introducing heteroatoms is considered a feasible solution.Herein,metal-nitrogen doping reduced graphene oxide(M–N-RGO)was prepared by embedding a series of single metal atoms M–N_(4) sites(M=Mn,Fe,Co,Ni,Cu,Zn,Nb,Cd,and Sn)in RGO using an N-coordination atom-assisted strategy.These composites had adjustable conductivity and polarization to optimize dielectric loss and impedance matching for efficient EMWA performance.The results showed that the minimum reflection loss(RL_(min))of Fe–N-RGO reaches−74.05 dB(2.0 mm)and the maximum effective absorption bandwidth(EAB_(max))is 7.05 GHz(1.89 mm)even with a low filler loading of only 1 wt%.Combined with X-ray absorption spectra(XAFS),atomic force microscopy,and density functional theory calculation analysis,the Fe–N_(4) can be used as the polarization center to increase dipole polarization,interface polarization and defect-induced polarization due to d-p orbital hybridization and structural distortion.Moreover,electron migration within the Fe further leads to conduction loss,thereby synergistically promoting energy attenuation.This study demonstrates the effectiveness of metal-nitrogen doping in regulating the graphene′s dielectric properties,which provides an important basis for further investigation of the loss mechanism. 展开更多
关键词 Electromagnetic wave absorption Fe-N-RGO Dipole polarization Conduction loss Impedance matching
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基于Focal Loss和时空特征提取的网络入侵检测算法研究 被引量:1
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作者 王震 佟志勇 杨自恒 《黑龙江大学工程学报(中英俄文)》 2024年第3期27-35,共9页
在网络入侵检测领域中,由于网络流量特征提取不充分和网络数据分布不均衡的问题,入侵检测系统的识别率受到了明显的影响。提出一种基于Focal Loss并能够从时序和空间两维度进行提取特征的网络模型。在时序方面,主要采用双向门控循环单元... 在网络入侵检测领域中,由于网络流量特征提取不充分和网络数据分布不均衡的问题,入侵检测系统的识别率受到了明显的影响。提出一种基于Focal Loss并能够从时序和空间两维度进行提取特征的网络模型。在时序方面,主要采用双向门控循环单元(BiGRU)模型进行特征的提取,随后通过Transformer-Encoder的多头注意力机制重新分配特征权重,增强了模型对关键特征的关注度。在空间特征方面,主要采用Inception模块并引入残差思想,有效的提取网络中的空间特征。将这两个维度的特征融合,并通过分类器进行分类。为了缓解模型聚焦多数类别样本的问题,整个模型使用焦点损失函数(Focal Loss)进行参数的更新。通过在CICIDS2018和UNSW_NB15两个数据集上进行大量实验,有效证明了提出的模型在准确率、精确率、召回率、F1值上均优于现有其他方法。 展开更多
关键词 入侵检测 时空特征提取 多头注意力机制 残差网络 Focal loss
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An analytical model to estimate the time delay to reach spontaneous ignition considering heat loss in oil reservoirs 被引量:1
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作者 James J.Sheng Er-Long Yang 《Petroleum Science》 SCIE EI CAS CSCD 2024年第4期2469-2474,共6页
During air injection into an oil reservoir,an oxidation reaction generates some heat to raise the reservoir temperature.When the reservoir temperature reaches an ignition temperature,spontaneous ignition occurs.There ... During air injection into an oil reservoir,an oxidation reaction generates some heat to raise the reservoir temperature.When the reservoir temperature reaches an ignition temperature,spontaneous ignition occurs.There is a time delay from the injection to ignition.There are mixed results regarding the feasibility of spontaneous ignition in real-field projects and in laboratory experiments.No analytical model is available in the literature to estimate the oxidation time required to reach spontaneous ignition with heat loss.This paper discusses the feasibility of spontaneous ignition from theoretical points and experimental and field project observations.An analytical model considering heat loss is proposed.Analytical models with and without heat loss investigate the factors that affect spontaneous ignition.Based on the discussion and investigations,we find that it is more difficult for spontaneous ignition to occur in laboratory experiments than in oil reservoirs;spontaneous ignition is strongly affected by the initial reservoir temperature,oil activity,and heat loss;spontaneous ignition is only possible when the initial reservoir temperature is high,the oil oxidation rate is high,and the heat loss is low. 展开更多
关键词 Spontaneous ignition Time delay Air injection Heat loss Low temperature oxidation COMBUSTION
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Highly Aligned Ternary Nanofiber Matrices Loaded with MXene Expedite Regeneration of Volumetric Muscle Loss 被引量:1
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作者 Moon Sung Kang Yeuni Yu +5 位作者 Rowoon Park Hye Jin Heo Seok Hyun Lee Suck Won Hong Yun Hak Kim Dong‑Wook Han 《Nano-Micro Letters》 SCIE EI CAS CSCD 2024年第4期269-292,共24页
Current therapeutic approaches for volumetric muscle loss(VML)face challenges due to limited graft availability and insufficient bioactivities.To overcome these limitations,tissue-engineered scaffolds have emerged as ... Current therapeutic approaches for volumetric muscle loss(VML)face challenges due to limited graft availability and insufficient bioactivities.To overcome these limitations,tissue-engineered scaffolds have emerged as a promising alternative.In this study,we developed aligned ternary nanofibrous matrices comprised of poly(lactide-co-ε-caprolactone)integrated with collagen and Ti_(3)C_(2)T_(x)MXene nanoparticles(NPs)(PCM matrices),and explored their myogenic potential for skeletal muscle tissue regeneration.The PCM matrices demonstrated favorable physicochemical properties,including structural uniformity,alignment,microporosity,and hydrophilicity.In vitro assays revealed that the PCM matrices promoted cellular behaviors and myogenic differentiation of C2C12 myoblasts.Moreover,in vivo experiments demonstrated enhanced muscle remodeling and recovery in mice treated with PCM matrices following VML injury.Mechanistic insights from next-generation sequencing revealed that MXene NPs facilitated protein and ion availability within PCM matrices,leading to elevated intracellular Ca^(2+)levels in myoblasts through the activation of inducible nitric oxide synthase(i NOS)and serum/glucocorticoid regulated kinase 1(SGK1),ultimately promoting myogenic differentiation via the m TOR-AKT pathway.Additionally,upregulated i NOS and increased NO–contributed to myoblast proliferation and fiber fusion,thereby facilitating overall myoblast maturation.These findings underscore the potential of MXene NPs loaded within highly aligned matrices as therapeutic agents to promote skeletal muscle tissue recovery. 展开更多
关键词 Ti_(3)C_(2)T_(x)MXene nanoparticle Ternary nanofibrous matrices Myogenesis Regeneration of volumetric muscle loss Next generation sequencing
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基于Triplet Loss和KNN的非侵入式未知负荷识别
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作者 张胜 陈铁 《现代电子技术》 北大核心 2024年第18期8-14,共7页
针对在接入新负荷时传统非侵入式负荷识别算法会产生误分类的问题,提出一种基于三元组损失(Triplet Loss)和KNN的非侵入式未知负荷识别算法。首先,采用负荷稳态运行时的电流、电压构造多特征融合的彩色V-I轨迹图像;然后,挖掘在线的Semi-... 针对在接入新负荷时传统非侵入式负荷识别算法会产生误分类的问题,提出一种基于三元组损失(Triplet Loss)和KNN的非侵入式未知负荷识别算法。首先,采用负荷稳态运行时的电流、电压构造多特征融合的彩色V-I轨迹图像;然后,挖掘在线的Semi-Hard样本对,使用Triplet Loss训练神经网络,并得到各样本的特征向量;最后,对特征向量进行PCA降维,并基于类中心构造邻域,使用KNN算法来进行负荷识别。使用PLAID、COOLL数据集对所提算法进行测试。测试结果表明,所提的负荷识别算法在已知类别负荷的分类和未知负荷的识别方面均有较高的准确率。 展开更多
关键词 三元组损失 KNN 非侵入式负荷监测 V-I轨迹 PCA降维 特征融合
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Numerical study of alpha particle loss with toroidal field ripple based on CFETR steady-state scenario
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作者 李钮琦 徐颖峰 +1 位作者 钟方川 张德兵 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第1期503-510,共8页
Effects of plasma equilibrium parameters on the alpha particle loss with the toroidal field ripple based on the CFETR steady-state scenario have been numerically investigated by the orbit-following code GYCAVA. It is ... Effects of plasma equilibrium parameters on the alpha particle loss with the toroidal field ripple based on the CFETR steady-state scenario have been numerically investigated by the orbit-following code GYCAVA. It is found that alpha particle losses decrease and loss regions become narrower with the plasma current increasing or with the magnetic field decreasing. It is because the ripple stochastic transport and the ripple well loss of alpha particle are reduced with the safety factor decreasing. Decrease of the plasma density and temperature can reduce alpha particle losses due to enhancement of the slowing-down effect. The direction of the toroidal magnetic field can significantly affect heat loads induced by lost alpha particle. The vertical asymmetry of heat loads induced by the clockwise and counter-clockwise toroidal magnetic fields are due to the fact that the ripple distribution is asymmetric about the mid-plane, which can be explained by the typical orbits of alpha particle. The maximal heat load of alpha particle for the clockwise toroidal magnetic field is much smaller than that for the counter-clockwise one. 展开更多
关键词 alpha particle loss RIPPLE orbit-following TOKAMAK
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A micro-crosslinked amphoteric hydrophobic association copolymer as high temperature-and salt-resistance fluid loss reducer for water-based drilling fluids
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作者 Jian Li Yu-Xi Ji +3 位作者 Xiao-Xiao Ni Kai-He Lv Xian-Bin Huang Jin-Sheng Sun 《Petroleum Science》 SCIE EI CAS CSCD 2024年第3期1980-1991,共12页
During ultradeep oil and gas drilling,fluid loss reducers are highly important for water-based drilling fluids,while preparing high temperature-and salt-resistance fluid loss reducers with excellent rheology and filtr... During ultradeep oil and gas drilling,fluid loss reducers are highly important for water-based drilling fluids,while preparing high temperature-and salt-resistance fluid loss reducers with excellent rheology and filtration performance remains a challenge.Herein,a micro-crosslinked amphoteric hydrophobic association copolymer(i.e.,DADC)was synthesized using N,N-dimethyl acrylamide,diallyl dimethyl ammonium chloride,2-acrylamido-2-methylpropane sulfonic acid,hydrophobic monomer,and pentaerythritol triallyl ether crosslinker.Due to the synergistic effects of hydrogen bonds,electrostatic interaction,hydrophobic association,and micro-crosslinking,the DADC copolymer exhibited outstanding temperature-and salt-resistance.The rheological experiments have shown that the DADC copolymer had excellent shear dilution performance and a certain degree of salt-responsive viscosity-increasing performance.The DADC copolymer could effectively adsorb on the surface of bentonite particles through electrostatic interaction and hydrogen bonds,which bring more negative charge to the bentonite,thus improving the hydration and dispersion of bentonite particles as well as the colloidal stability of the drilling fluids.Moreover,the drilling fluids constructed based on the DADC copolymer exhibited satisfactory rheological and filtration properties(FLHTHP=12 m L)after aging at high temperatures(up to200℃)and high salinity(saturated salt)environments.Therefore,this work provided new insights into designing and fabricating high-performance drilling fluid treatment agents,demonstrating good potential applications in deep and ultradeep drilling engineering. 展开更多
关键词 Fluid loss reducer Temperature-and salt-resistance Hydrophobic association AMPHOTERIC Micro-crosslinking
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Machine learning for carbonate formation drilling: Mud loss prediction using seismic attributes and mud loss records
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作者 Hui-Wen Pang Han-Qing Wang +4 位作者 Yi-Tian Xiao Yan Jin Yun-Hu Lu Yong-Dong Fan Zhen Nie 《Petroleum Science》 SCIE EI CAS CSCD 2024年第2期1241-1256,共16页
Due to the complexity and variability of carbonate formation leakage zones, lost circulation prediction and control is one of the major challenges of carbonate drilling. It raises well-control risks and production exp... Due to the complexity and variability of carbonate formation leakage zones, lost circulation prediction and control is one of the major challenges of carbonate drilling. It raises well-control risks and production expenses. This research utilizes the H oilfield as an example, employs seismic features to analyze mud loss prediction, and produces a complete set of pre-drilling mud loss prediction solutions. Firstly, 16seismic attributes are calculated based on the post-stack seismic data, and the mud loss rate per unit footage is specified. The sample set is constructed by extracting each attribute from the seismic trace surrounding 15 typical wells, with a ratio of 8:2 between the training set and the test set. With the calibration results for mud loss rate per unit footage, the nonlinear mapping relationship between seismic attributes and mud loss rate per unit size is established using the mixed density network model.Then, the influence of the number of sub-Gausses and the uncertainty coefficient on the model's prediction is evaluated. Finally, the model is used in conjunction with downhole drilling conditions to assess the risk of mud loss in various layers and along the wellbore trajectory. The study demonstrates that the mean relative errors of the model for training data and test data are 6.9% and 7.5%, respectively, and that R2is 90% and 88%, respectively, for training data and test data. The accuracy and efficacy of mud loss prediction may be greatly enhanced by combining 16 seismic attributes with the mud loss rate per unit footage and applying machine learning methods. The mud loss prediction model based on the MDN model can not only predict the mud loss rate but also objectively evaluate the prediction based on the quality of the data and the model. 展开更多
关键词 Lost circulation Risk prediction Machine learning Seismic attributes Mud loss records
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Simulation of charge-exchange induced NBI losses on EAST
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作者 Zhanhong LIN Feng WANG +3 位作者 Ming XU Chaofeng SANG Chen ZHANG Zhengxiong WANG 《Plasma Science and Technology》 SCIE EI CAS CSCD 2024年第9期133-147,共15页
The neutral beam injection is widely adopted in tokamaks as a key heating tool,playing a crucial role in generating burning plasmas.However,the loss of beam ions can damage the first wall and reduce the heating effici... The neutral beam injection is widely adopted in tokamaks as a key heating tool,playing a crucial role in generating burning plasmas.However,the loss of beam ions can damage the first wall and reduce the heating efficiency,resulting in failure to maintain steady-state conditions.In this work,the effect of neutral particles in the edge on fast ions generated by NBI in the Experimental Advanced Superconducting Tokamak(EAST)device is studied using the particle tracer code(PTC).The poloidal distribution of neutral particles is calculated by edge plasma simulation code SOLPS-ITER.In this simulation,four beam lines in EAST are considered:co-current tangential(co-tang),co-current perpendicular(co-perp),counter-current tangential(ctr-tang)and counter-current perpendicular(ctr-perp).It is shown that,in the absence of neutral particles,the loss fraction of ctr-injection is considerably higher than that of the co-injection.When considering the neutral particles,it is found that the ctr-perp injection demonstrates a significant variation in particles loss fraction(ranging from 18.56%to 25.42%)compared to the other three injection configurations.In terms of the loss fraction induced by neutral particles,ctr-injection exceeds co-injection,and perpendicular configuration exceeds tangential configuration.Furthermore,the difference of charge exchange ratios of three different energy(full energy,half energy,one third energy)of the four injections can be attributed to variations in the poloidal trajectories associated with each of these injections.Moreover,approximately half of fast ions which undergo neutralization directly lose to the first wall while the rest re-enter the bulk plasma and re-ionize.Except for the ctr-tang injection,the reionization ions from the other three injections exhibit effective confinement. 展开更多
关键词 NBI charge exchange fast ion loss
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Increasing realism in modelling energy losses in railway vehicles and their impact to energy-efficient train control
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作者 Michael Nold Francesco Corman 《Railway Engineering Science》 EI 2024年第3期257-285,共29页
The reduction of energy consumption is an increasingly important topic of the railway system.Energy-efficient train control(EETC)is one solution,which refers to mathematically computing when to accelerate,which cruisi... The reduction of energy consumption is an increasingly important topic of the railway system.Energy-efficient train control(EETC)is one solution,which refers to mathematically computing when to accelerate,which cruising speed to hold,how long one should coast over a suitable space,and when to brake.Most approaches in literature and industry greatly simplify a lot of nonlinear effects,such that they ignore mostly the losses due to energy conversion in traction components and auxiliaries.To fill this research gap,a series of increasingly detailed nonlinear losses is described and modelled.We categorize an increasing detail in this representation as four levels.We study the impact of those levels of detail on the energy optimal speed trajectory.To do this,a standard approach based on dynamic programming is used,given constraints on total travel time.This evaluation of multiple test cases highlights the influence of the dynamic losses and the power consumption of auxiliary components on railway trajectories,also compared to multiple benchmarks.The results show how the losses can make up 50%of the total energy consumption for an exemplary trip.Ignoring them would though result in consistent but limited errors in the optimal trajectory.Overall,more complex trajectories can result in less energy consumption when including the complexity of nonlinear losses than when a simpler model is considered.Those effects are stronger when the trajectory includes many acceleration and braking phases. 展开更多
关键词 Train trajectory optimization Energy-efficient train control(EETC) Dynamic efficiency Power losses in railway vehicles
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Unraveling the efficiency losses and improving methods in quantum dot-based infrared up-conversion photodetectors
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作者 Jiao Jiao Liu Xinxin Yang +3 位作者 Qiulei Xu Ruiguang Chang Zhenghui Wu Huaibin Shen 《Opto-Electronic Science》 2024年第4期1-11,共11页
Quantum dot-based up-conversion photodetector,in which an infrared photodiode(PD)and a quantum dot light-emitting diode(QLED)are back-to-back connected,is a promising candidate for low-cost infrared imaging.However,th... Quantum dot-based up-conversion photodetector,in which an infrared photodiode(PD)and a quantum dot light-emitting diode(QLED)are back-to-back connected,is a promising candidate for low-cost infrared imaging.However,the huge efficiency losses caused by integrating the PD and QLED together hasn’t been studied sufficiently.This work revealed at least three origins for the efficiency losses.First,the PD unit and QLED unit usually didn’t work under optimal conditions at the same time.Second,the potential barriers and traps at the interconnection between PD and QLED units induced unfavorable carrier recombination.Third,much emitted visible light was lost due to the strong visible absorption in the PD unit.Based on the understandings on the loss mechanisms,the infrared up-conversion photodetectors were optimized and achieved a breakthrough photon-to-photon conversion efficiency of 6.9%.This study provided valuable guidance on how to optimize the way of integration for up-conversion photodetectors. 展开更多
关键词 infrared colloidal quantum dots up-conversion photodetector integration loss INTERCONNECTION voltage allocation
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梁式桥抗震韧性评估方法:Ⅰ.基于专家意见的构件震后功能恢复模型 被引量:1
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作者 王晓伟 叶爱君 +6 位作者 吴学平 周连绪 宋开辉 李军 娄亮 魏新农 彭俊 《土木工程学报》 北大核心 2025年第1期65-76,共12页
梁式桥是中国交通路网中最普遍的桥型,建立其抗震韧性评估方法是“韧性城市”国家战略顺利实施的必然需求,但其中至关重要的梁式桥各构件震后功能恢复模型尚未建立。震后功能恢复模型表征了结构在遭受地震后使用功能损失-保持-恢复的过... 梁式桥是中国交通路网中最普遍的桥型,建立其抗震韧性评估方法是“韧性城市”国家战略顺利实施的必然需求,但其中至关重要的梁式桥各构件震后功能恢复模型尚未建立。震后功能恢复模型表征了结构在遭受地震后使用功能损失-保持-恢复的过程。为填补这一空白,该文第一部分采用专家意见调研的方法,构建了梁式桥主要受力构件(墩柱、主梁、支座、基础、桥台)和次要受力构件(挡块、伸缩缝)的震后功能恢复模型。首先,系统地定义了各构件的多级损伤状态和性能指标;然后,设计了调研问卷,面向全国各地124位桥梁设计、科研、施工、检测、养护、加固领域的专家,征询各构件不同损伤状态下的桥梁震后通行决策、残余通行功能、决策时间、构件修复策略与时间、以及构件修复期间桥梁残余通行功能;最后,通过对调研结果的统计分析,建立了梁式桥各构件的震后功能恢复模型。该文第二部分将利用该模型对我国量大面广的板式支座梁式桥开展抗震韧性评估研究。 展开更多
关键词 桥梁工程 抗震韧性 震后功能恢复模型 专家意见调研 功能损失 构件修复时间
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无负极锂金属电池的存储性能
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作者 郭姿珠 张睿 +3 位作者 孙旦 王海燕 黄小兵 唐有根 《中南大学学报(自然科学版)》 北大核心 2025年第2期435-442,共8页
以Cu||NCM712软包电池为研究模型,通过SEM、XRD、cryo-TEM以及充放电测试等,揭示无负极锂金属电池(AF-LMBs)在存储过程中不可逆容量损失和可逆容量损失的原因和占比。研究结果表明:初始荷电态对Cu||NCM712电池在25℃下的存储性能(容量... 以Cu||NCM712软包电池为研究模型,通过SEM、XRD、cryo-TEM以及充放电测试等,揭示无负极锂金属电池(AF-LMBs)在存储过程中不可逆容量损失和可逆容量损失的原因和占比。研究结果表明:初始荷电态对Cu||NCM712电池在25℃下的存储性能(容量保持率和容量恢复率)无显著影响,而提高存储温度会加剧满电态电池的自放电,导致电池的可逆容量损失增加;相较于锂金属与电解液之间的化学腐蚀,锂金属与Cu集流体之间的电偶腐蚀是造成Cu||NCM712电池不可逆容量损失的主要因素。 展开更多
关键词 无负极锂金属电池 可逆容量损失 不可逆容量损失 存储性能
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生态输水对台特玛湖生态改善情况分析评价
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作者 张建国 曹雪峰 李晶晶 《水土保持研究》 北大核心 2025年第2期316-320,330,共6页
[目的]评价台特玛湖生态输水后受影响区域的生态环境改善状况,为区域植被建设、遏制水土流失、修复湖泊生态等提供支撑。[方法]基于全国水土流失动态监测成果,对比分析台特玛湖生态输水前(1998年)和现状年(2022年)流域土地利用变化及对... [目的]评价台特玛湖生态输水后受影响区域的生态环境改善状况,为区域植被建设、遏制水土流失、修复湖泊生态等提供支撑。[方法]基于全国水土流失动态监测成果,对比分析台特玛湖生态输水前(1998年)和现状年(2022年)流域土地利用变化及对应的水土流失变化情况。[结果]与生态输水前相比,台特玛湖受水影响区沙地面积减少454.79 km^(2),减幅70.79%;植被面积增加了304.30 km^(2),增幅100.24%。植被覆盖度由生态输水前的14.83%增加到22.26%;台特玛湖生态输水影响区域水土流失面积减少437.51 km^(2),为254.60 km^(2),占土地总面积的25.18%,均为轻度侵蚀。水土流失面积减少437.51 km^(2)。[结论]生态输水后,台特玛湖生态环境明显好转,区域的土地利用由以沙地为主的单一结构向多样结构转变,植被覆盖度明显提升。 展开更多
关键词 塔里木河 台特玛湖 水土流失 动态变化 生态输水
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不同磷石膏添加量对奶牛粪堆肥腐熟及氮素损失的影响
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作者 汤莹 赵旭 +1 位作者 李娟 王子宁 《云南农业大学学报(自然科学版)》 北大核心 2025年第1期159-166,共8页
【目的】研究不同磷石膏添加量对奶牛粪堆肥腐熟及氮素损失的影响。【方法】以干湿分离的奶牛粪为堆肥材料,分别添加0%、3%、6%和9%磷石膏,采用条垛式堆肥技术进行35 d的试验,监测堆肥过程中温度、pH值、种子发芽指数、碳氮比(C/N值)、... 【目的】研究不同磷石膏添加量对奶牛粪堆肥腐熟及氮素损失的影响。【方法】以干湿分离的奶牛粪为堆肥材料,分别添加0%、3%、6%和9%磷石膏,采用条垛式堆肥技术进行35 d的试验,监测堆肥过程中温度、pH值、种子发芽指数、碳氮比(C/N值)、硝态氮含量、铵态氮含量、氨气释放速率及氮损失率的变化。【结果】添加3%~9%磷石膏可以将奶牛粪堆肥过程中温度升高至50℃以上的时间缩短3~6 d,最高温度提高1~4℃,并使温度保持在50℃以上的时间延长0~3 d;堆肥产品的pH值降低0.27~0.71,C/N值降低9.57%~16.50%,种子发芽指数提高9.27%~22.17%,硝态氮含量增加7.04%~16.92%;堆肥过程中氨气释放速率降低15.13%~37.87%,总氮损失率降低6.53%~15.36%。磷石膏添加量为6%时,保氮效率最高。【结论】在奶牛粪条垛式堆肥过程中,添加3%~6%磷石膏,不仅可以提高堆料的腐熟效率和产品质量,还可以有效降低堆肥过程中氨气的释放量。本研究为进一步资源化利用磷石膏及优化奶牛粪堆肥技术工艺提供了理论支撑。 展开更多
关键词 奶牛粪 磷石膏 堆肥腐熟 氮素损失率 添加量
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基于动态自适应通道注意力特征融合的小目标检测
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作者 吴迪 赵品懿 +2 位作者 甘升隆 沈学军 万琴 《电子科技大学学报》 北大核心 2025年第2期221-232,共12页
针对小目标检测中卷积操作导致检测特征缺失和不同尺度语义隔阂的问题,提出一种基于动态自适应通道注意力特征融合的小目标检测方法。1)提出一种多尺度三角动态颈(Tri-Neck)网络结构,用于融合多尺度特征语义隔阂及弥补小目标特征缺失的... 针对小目标检测中卷积操作导致检测特征缺失和不同尺度语义隔阂的问题,提出一种基于动态自适应通道注意力特征融合的小目标检测方法。1)提出一种多尺度三角动态颈(Tri-Neck)网络结构,用于融合多尺度特征语义隔阂及弥补小目标特征缺失的问题。2)提出一种分组批量动态自适应通道注意力模块,增强弱语义小目标特征同时抑制无用信息,且在动态自适应通道注意力模块中设计新的激活函数和交并比损失函数,提升通道注意力表征能力。3)采用ResNet50作为骨干网络依次连接特征金字塔网络和Tri-Neck网络。实验结果表明,该方法在Pascal Voc 2007、Pascal Voc 2012上比YOLOv8算法mAP分别提升5.3%和6.2%,在MS COCO 2017数据集上AP和AP_S分别提升1.6%和2%,在SODA-D数据集上比YOLOv8算法AP提升0.9%。 展开更多
关键词 小目标检测 多尺度融合特征 特征金字塔 动态通道注意力 交并比损失函数
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面向局部点云信息缺失的模型重构方法
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作者 常正平 袁国帅 +2 位作者 李玖桦 赵阳 王仲奇 《工程科学与技术》 北大核心 2025年第2期54-63,共10页
面向新一代航空航天型号高性能制造需求,基于实测数据的性能预测方法愈来愈得到广泛应用。然而,受限于零件尺寸大、结构遮挡多和设备性能不足等问题,该方法难以获得零件完整的实测数据,影响了产品性能预测精度。为此,提出面向局部点云... 面向新一代航空航天型号高性能制造需求,基于实测数据的性能预测方法愈来愈得到广泛应用。然而,受限于零件尺寸大、结构遮挡多和设备性能不足等问题,该方法难以获得零件完整的实测数据,影响了产品性能预测精度。为此,提出面向局部点云缺失的模型重构方法,构建扫描区域与点云缺失区域的拓扑关系,求得缺失区域的表面点集。首先,提取理论3维模型表面几何信息,并将其转换至拉普拉斯坐标系;其次,将扫描点云数据进行划分,结合粗配准与迭代最近点(ICP)精配准算法进行区域匹配,得到理论模型上与扫描点云对应的区域;然后,采用拉普拉斯网格变换使匹配区域驱动理论三角网格发生形变,并用扫描点云替换对应区域,得到零件完整点云。最后,以飞机起落架外筒为例,采用传统方法与本文方法进行对比,发现当扫描点云覆盖达到一定范围时,所提方法的最大偏差为0.145 mm,显著低于传统方法的0.717 mm,验证了该方法在重构模型精度上的提升。 展开更多
关键词 局部点云 信息缺失 模型重构 拉普拉斯网格变换
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FPCB六边形绕组空心杯永磁同步电机绕组涡流损耗解析研究
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作者 赵静 丁钰 +1 位作者 王优 杨磊 《空间控制技术与应用》 北大核心 2025年第1期33-42,共10页
空心杯永磁同步电机(permanent magnet synchronous motor,PMSM)由于去除了齿槽结构,其绕组直接暴露于高速交变的气隙磁场中,内部会感应出大量的涡流损耗.对于空心杯电机来说,绕组涡流损耗是无槽电机总损耗的重要来源之一,对绕组涡流损... 空心杯永磁同步电机(permanent magnet synchronous motor,PMSM)由于去除了齿槽结构,其绕组直接暴露于高速交变的气隙磁场中,内部会感应出大量的涡流损耗.对于空心杯电机来说,绕组涡流损耗是无槽电机总损耗的重要来源之一,对绕组涡流损耗的分析与计算至关重要.然而,目前已提出的绕组涡流损耗分析与计算方法均是以直导体绕组为计算对象,其计算原理均是基于直导体内涡流回路形状与分布规律,然而六边形绕组包含直导体的同时还包含斜导体,其中的涡流分布不同于直绕组,传统的直绕组涡流损耗计算方法不再适用于六边形导体空心杯绕组.因此,本文研究了六边形导体内的涡流分布形状与分布规律,并基于六边形空心杯绕组结构——柔性印刷电路板(flexible printed circuit board,FPCB)绕组结构,提出了六边形FPCB空心杯绕组结构涡流损耗三维半解析计算模型.通过三维有限元计算和样机实验测试,验证了所提出的六边形空心杯绕组涡流损耗三维半解析计算方法的正确性和有效性. 展开更多
关键词 空心杯电机 端部漏磁 涡流 绕组损耗
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基于卷积神经网络的轻量高效图像隐写
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作者 段新涛 白鹿伟 +4 位作者 徐凯欧 张萌 保梦茹 武银行 秦川 《应用科学学报》 北大核心 2025年第1期80-93,共14页
基于深度学习的图像隐写方法,因存在模型参数量和计算量大等问题,而面临高参数和计算负载的挑战,为此提出了一种轻量高效的图像隐写方法。首先在编码器和解码器中引入Ghost模块,降低了编码器和解码器的参数量和计算量。其次提出了一个... 基于深度学习的图像隐写方法,因存在模型参数量和计算量大等问题,而面临高参数和计算负载的挑战,为此提出了一种轻量高效的图像隐写方法。首先在编码器和解码器中引入Ghost模块,降低了编码器和解码器的参数量和计算量。其次提出了一个多尺度特征融合模块,用以捕捉多维数据中的复杂关系。最后提出了一个新颖的混合损失函数,可在保持模型不变的情况下提升图像隐写质量。实验结果表明,所提方法在256×256像素的图像上峰值信噪比达到47.59 dB。与目前最优的图像隐写方法相比,所提方法的隐写质量提升1.7 dB,参数量减少77%,计算量减少91%,在隐写质量上有较优的表现,同时模型的参数量和计算量大大降低,实现了模型的轻量高效化。 展开更多
关键词 图像隐写 深度学习 多尺度特征融合 混合损失函数
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盐冻作用下再生砖粉ECC力学性能及寿命预测
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作者 楚留声 赵静静 +2 位作者 赫约西 元成方 程站起 《建筑科学与工程学报》 北大核心 2025年第2期131-141,共11页
利用再生砖粉取代石英砂制备工程用水泥基复合材料(ECC),研究了不同砖粉取代率对ECC力学性能的影响;根据力学性能试验结果选取再生砖粉100%取代石英砂制备再生砖粉ECC,对比其与基准配合比ECC、同强度等级混凝土在不同介质(清水、NaCl溶... 利用再生砖粉取代石英砂制备工程用水泥基复合材料(ECC),研究了不同砖粉取代率对ECC力学性能的影响;根据力学性能试验结果选取再生砖粉100%取代石英砂制备再生砖粉ECC,对比其与基准配合比ECC、同强度等级混凝土在不同介质(清水、NaCl溶液、Na_(2)SO_(4)溶液以及NaCl与Na_(2)SO_(4)混合溶液)侵蚀下的抗冻耐久性,对不同侵蚀介质下基准配合比ECC和再生砖粉ECC的抗冻耐久性寿命进行预测。结果表明:随再生砖粉取代率的增大,ECC的抗折与抗压强度逐渐减小,100%取代率下基体抗折强度为16.5 MPa,抗压强度为33.7 MPa;不同砖粉取代率下基体拉应变均可达2.5%以上,且弯曲韧性良好;300次冻融循环后,C30混凝土质量损失率、相对动弹性模量变化率及抗压强度损失率均最大,再生砖粉ECC次之,基准配合比ECC最小;基准配合比ECC和再生砖粉ECC均具有良好的抗盐冻能力;再生砖粉ECC在“三北”地区的抗冻耐久性良好,单一冻融环境下抗冻耐久性寿命均在90年以上,单一盐冻环境下均在65年以上。 展开更多
关键词 工程用水泥基复合材料 再生砖粉 盐冻 质量损失率 相对动弹性模量 寿命预测
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