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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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Characterization of fast ion loss in the EHL-2 spherical torus
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作者 Tiantian SUN Xinchen JIANG +13 位作者 Zhi LI Xiang GU Xueyun WANG Lili DONG Danke YANG Pengmin LI Hanqing WANG Shuo LIU Yingying LI Huasheng XIE Yuejiang SHI Yunfeng LIANG Minsheng LIU the EHL-2 Team 《Plasma Science and Technology》 2025年第2期24-33,共10页
This study analyzes fast ion losses in the EHL-2 fusion device,focusing on both beam ions and alpha particles as p-11B fusion reaction products.Using the Monte Carlo orbit-following code TGCO,we evaluate particle conf... This study analyzes fast ion losses in the EHL-2 fusion device,focusing on both beam ions and alpha particles as p-11B fusion reaction products.Using the Monte Carlo orbit-following code TGCO,we evaluate particle confinement under various operational scenarios,including co-injected tangential neutral beam injection at beam energies of 60 keV,80 keV,and 200 keV.Our simulations estimate the heat load driven by lost beam ions and find it to be within acceptable material limits for a plasma current on the order of mega-amperes.Additionally,we simulate the distribution of fusion products and observe a higher particle loss fraction for alpha particles compared to beam ions.However,due to the relatively low fusion power,these lost alpha particles are unlikely to significantly impact the plasma-facing materials.To assess the impact of the magnetic ripple,we compute the ripple field distribution by modelling the toroidal field(TF)coils as current filaments.The results indicate that the ripple field effect on particle confinement is minimal,primarily due to the large distance of over 1 m between the TF coils and the plasma on the low-field side.The analysis based on the test particle model is a foundational step in ensuring the basic safety aspects of the new device,which is essential for developing a robust design,optimizing performance,and maintaining safe operation. 展开更多
关键词 EHL-2 fast ions NBI alpha particles orbit 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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基于Focal Loss和时空特征提取的网络入侵检测算法研究
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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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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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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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基于数据驱动的水平井压裂裂缝扩展动态智能表征方法
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作者 袁彬 赵明泽 +3 位作者 戴彩丽 张伟 吴淑红 范天一 《钻采工艺》 北大核心 2025年第1期138-146,共9页
水力压裂是提高地质能源开发的一项关键技术,实现压裂裂缝扩展准确高效预测对地质能源的开发至关重要。深度学习方法为压裂裂缝扩展快速预测提供了新技术,但现有神经网络结构不适用于受多因素耦合影响的水力压裂场景。为实现压裂裂缝扩... 水力压裂是提高地质能源开发的一项关键技术,实现压裂裂缝扩展准确高效预测对地质能源的开发至关重要。深度学习方法为压裂裂缝扩展快速预测提供了新技术,但现有神经网络结构不适用于受多因素耦合影响的水力压裂场景。为实现压裂裂缝扩展的高效智能预测,文章耦合快速傅里叶算法、并行卷积层和U-Net框架,建立了AttFC-U-Net网络结构。基于储层参数非均质性和压裂设计等参数,Att-FC-U-Net能够高效预测水平井各压裂段中裂缝扩展的三维形态。模型评价指标交叉熵损失(CE)低于0.0001,F1分数超过0.93。研究结果表明,与数值模拟方法相比,Att-FC-U-Net在预测裂缝扩展方面表现出极强的学习性和高效性,为压裂智能化提供了新思路,有望成为辅助甚至替代数值模拟技术的新技术。 展开更多
关键词 三维裂缝扩展 水平井压裂 天然裂缝 交叉熵损失 数据驱动
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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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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
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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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天然输水河道潜水层土体渗透系数随机分布特性
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作者 兰雁 王辉 +3 位作者 赵寿刚 张一博 孙瑞东 范嘉懿 《人民黄河》 北大核心 2025年第2期150-155,共6页
清水河天然河道两侧潜水层结构属冲洪积地层,具有明显的沉积韵律,河道及调蓄水库存在不同程度渗漏,直接影响输水流量和地下水补给量。引入随机理论探究河道典型潜水层土层渗透系数的分布规律,并利用渗透系数密度分布函数得到土层组合渗... 清水河天然河道两侧潜水层结构属冲洪积地层,具有明显的沉积韵律,河道及调蓄水库存在不同程度渗漏,直接影响输水流量和地下水补给量。引入随机理论探究河道典型潜水层土层渗透系数的分布规律,并利用渗透系数密度分布函数得到土层组合渗透系数,对比分析了不同渗透系数组合下河道渗流量的变化,结果表明:输水河道潜水层土体黏粒含量与渗透系数相关性显著;粉质黏土、重粉质壤土渗透系数呈指数分布,壤土、砂壤土渗透系数呈t分布;基于各土层渗透系数分布函数,选取3种渗透系数组合计算的河道单侧年渗流量变幅较大,土层渗透系数随机性对渗流量影响十分显著。 展开更多
关键词 天然输水河道 水量损失 潜水层 渗透系数 随机理论
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BDD-DETR:高效感知小目标的锂电池表面缺陷检测
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作者 邢远秀 刘颛玮 +1 位作者 邢玉峰 王文波 《储能科学与技术》 北大核心 2025年第1期370-379,共10页
针对锂电池外壳端面缺陷尺度和形状差异大而导致小目标缺陷识别困难等问题,提出BDD-DETR(battery defects detection-detection transformer)的锂电池表面缺陷检测算法。BDD-DETR架构在通用的特征提取模块和检测头模块间融入全新的模块... 针对锂电池外壳端面缺陷尺度和形状差异大而导致小目标缺陷识别困难等问题,提出BDD-DETR(battery defects detection-detection transformer)的锂电池表面缺陷检测算法。BDD-DETR架构在通用的特征提取模块和检测头模块间融入全新的模块特征感知与融合网络,通过自适应特征感知模块和特征融合路径从多个方向融合网络的深层与浅层特征,增强关键特征信息响应并抑制冗余特征,进一步提升模型多尺度特征融合能力和小目标感知能力;此外,为了减小缺陷边界框回归时的距离偏差和形状偏差,采用Shape IoU(shape intersection over union)损失函数训练网络模型。实验结果表明,在构建的锂电池端面缺陷数据集上,与CoDETR(collaborative-detection transformer)比较,BDD-DETR平均精度提升了3.7%,小尺度目标检测精度提升了8.9%,平均召回率提升了1.1%,在锂电池的小目标缺陷检测性能上优于目前一些先进的目标检测方法。 展开更多
关键词 锂离子电池 缺陷检测 Co-DETR 特征感知与融合网络 Shape IoU损失
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考虑键相丢失的二重逐点Vold-Kalman滤波涡轮泵故障诊断
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作者 王帅 孙若斌 +2 位作者 翟智 马猛 陈雪峰 《振动与冲击》 北大核心 2025年第3期210-220,229,共12页
液体火箭发动机涡轮泵在高转速、高温度梯度、高压的非平稳工况下极易发生故障。Vold-Kalman滤波方法能够从复杂时变振动信号中检测出涡轮泵转子故障,但由于涡轮泵振动传递路径复杂,该方法依赖于所采集振动信号的载波的高采样率高精度... 液体火箭发动机涡轮泵在高转速、高温度梯度、高压的非平稳工况下极易发生故障。Vold-Kalman滤波方法能够从复杂时变振动信号中检测出涡轮泵转子故障,但由于涡轮泵振动传递路径复杂,该方法依赖于所采集振动信号的载波的高采样率高精度的相位信息,在键相信号丢失和采样频率低(一圈一个脉冲)的实际应用场景下存在故障检测精度偏低的问题;且Vold-Kalman滤波使用批量式优化的方法,求解缓慢,无法在箭载计算机上实现在线检测故障。针对上述两个问题,为实现毫秒级的涡轮泵故障实时诊断,提出了一种滤波诊断方法——二重逐点Vold-Kalman滤波器(double point-wise Vold-Kalman filter,DPVKF)。DPVKF首先建立各阶次分量状态转移和状态观测的时变线性高斯模型;然后,从低精度的转速脉冲和振动信号中准确重构相应载波的高精度瞬变相位;随后,在重构相位的指导下,得到各阶次复包络的最优线性无偏估计;最终,在复杂激励干扰下提取到涡轮泵转子的故障特征。故障模拟试验和某型号涡轮泵低温轴承运转试验表明,提出的方法可实现高实时性、高可靠性的涡轮泵转子故障诊断。 展开更多
关键词 二重逐点Vold-Kalman滤波(DPVKF) 键相信号丢失 涡轮泵 故障诊断
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