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结合Diffusion-Based WGANGP的变压器油纸绝缘老化状态拉曼光谱检测方法
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作者 陈新岗 敖怡 +5 位作者 张知先 马志鹏 张文轩 万福 况露 罗博文 《光谱学与光谱分析》 北大核心 2025年第8期2164-2173,共10页
提出了一种结合拉曼光谱与扩散模型改进的Wasserstein生成对抗网络(WGANGP)方法,用于提高变压器油纸绝缘老化状态的检测精度。凭借拉曼光谱技术无接触、不损耗的优势,可通过其分析油浸式电力变压器内部油纸绝缘材料的老化产物来评估变... 提出了一种结合拉曼光谱与扩散模型改进的Wasserstein生成对抗网络(WGANGP)方法,用于提高变压器油纸绝缘老化状态的检测精度。凭借拉曼光谱技术无接触、不损耗的优势,可通过其分析油浸式电力变压器内部油纸绝缘材料的老化产物来评估变压器的老化程度。结合深度学习分类模型简化了拉曼光谱数据预处理过程,但此类模型对训练数据的数量和质量有较高要求,由于热加速老化实验周期长,导致可用于训练的有效拉曼光谱数据集相对稀少,限制了分类模型性能。为了解决这一难题,本研究引入了一种新的数据增强方法,即基于扩散模型的WGANGP(Diffusion-Based WGANGP),该方法通过将去噪扩散概率模型的前向加噪过程与WGANGP相结合,向WGANGP中引入实例化的噪声,去除了传统WGANGP的生成器结构中的复杂向上采样过程,简化了数据增强模型结构,有利于模型参数优化。相比于传统GAN及其变体,这种方法不仅保持了变压器油纸绝缘老化样本拉曼光谱数据集的原始特征峰特征与老化程度相关的基线漂移趋势,且与原始数据集特征保持近似的空间分布,生成的数据集信噪比(SNR)为24.84 dB,相比于原始数据集提高了32.11%;同时,也提升了生成样本的多样性,提高了基于深度学习的老化诊断模型的泛化能力、定量分析能力和鲁棒性。实验结果表明,采用Diffusion-Based WGANGP数据增强模型所生成的拉曼光谱数据集,在多个分类模型上的表现均优于其他数据增强方法,特别是在与ResNet-SVM分类模型结合时,在Accuracy(准确性,0.9974)、F1 score(F1分数,0.9969)、Recall(召回率,0.9960)和Precision(精确度,0.9980)四个评价指标上均表现出优势,这表明改进后的数据增强模型能够有效解决变压器老化绝缘油样本稀缺的问题,同时提高了分类模型对变压器老化状态的定量诊断能力。 展开更多
关键词 变压器 油纸绝缘 拉曼光谱 diffusion-Based WGANGP 故障诊断
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Diffusion law of nonaqueous reactive expansive polymers in sand and gravel media
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作者 DU Xue-ming LIU Chang +9 位作者 MENG Xin-xin RUI Yi-chao FANG Hong-yuan LI Bin ZHAI Ke-jie ZHANG Chao DU Ming-rui XUE Bing-han WANG Shan-yong WANG Fu-ming 《Journal of Central South University》 2025年第2期420-436,共17页
Recently,foamed polymers have been widely used in the repair of underground engineering disasters by grouting(trenchless technology)due to controllable gelation time and self-expansion.However,the grouting process bec... Recently,foamed polymers have been widely used in the repair of underground engineering disasters by grouting(trenchless technology)due to controllable gelation time and self-expansion.However,the grouting process becomes more complicated due to the complex geological conditions and the self-expansion of slurry.Therefore,this paper adopts a self-made visual experimental device with peripheral pressure and water plugging rate(WPR)monitoring functions to study the influence of main influencing parameters(particle size distribution,grouting amount and dynamic water pump pressure(DWPP))on the spatiotemporal distribution of slurry WPR and diffusion dynamic response(peripheral pressure).The results show that:When grouting amount is 563 g and DWPP is 0.013 MPa,the expansion force of the slurry in the diffusion process is dominant and can significantly change the local sand and gravel skeleton structure.When grouting amount is 563 g,DWPP is 0.013 MPa,and particle size distribution type isⅢ,the flow time of the polymer is shortened,the pores of the gravel are rapidly blocked.Then,the peripheral pressure decreases rapidly with the increase of the distance,and the time to reach the inflection point WPR is shortened.The instantaneous blockage of the pores leads to the delayed transmission of flow field blockage information. 展开更多
关键词 polymer grouting diffusion law water plugging rate pressure hydrodynamic conditions
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TA15/TaZrNb multi-element alloy prepared via diffusion bonding:Tensile-strength model and performance of a representative volume element embedded with a sphere
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作者 Wei Chen Fenglei Huang +4 位作者 Chuanting Wang Ruijun Fan Pengjie Zhang Lida Che Aiguo Pi 《Defence Technology(防务技术)》 2025年第8期36-51,共16页
In this study, to meet the development and application requirements for high-strength and hightoughness energetic structural materials, a representative volume element of a TA15 matrix embedded with a TaZrNb sphere wa... In this study, to meet the development and application requirements for high-strength and hightoughness energetic structural materials, a representative volume element of a TA15 matrix embedded with a TaZrNb sphere was designed and fabricated via diffusion bonding. The mechanisms of the microstructural evolution of the TaZrNb/TA15 interface were investigated via SEM, EBSD, EDS, and XRD.Interface mechanical property tests and in-situ tensile tests were conducted on the sphere-containing structure, and an equivalent tensile-strength model was established for the structure. The results revealed that the TA15 titanium alloy and joint had high density and no pores or cracks. The thickness of the planar joint was approximately 50-60 μm. The average tensile and shear strengths were 767 MPa and 608 MPa, respectively. The thickness of the spherical joint was approximately 60 μm. The Zr and Nb elements in the joint diffused uniformly and formed strong bonds with Ti without forming intermetallic compounds. The interface exhibited submicron grain refinement and a concave-convex interlocking structure. The tensile fracture surface primarily exhibited intergranular fracture combined with some transgranular fracture, which constituted a quasi-brittle fracture mode. The shear fracture surface exhibited brittle fracture with regular arrangements of furrows. Internal fracture occurred along the spherical interface, as revealed by advanced in-situ X-ray microcomputed tomography. The experimental results agreed well with the theoretical predictions, indicating that the high-strength interface contributes to the overall strength and toughness of the sphere-containing structure. 展开更多
关键词 diffusion bonding Multi-element alloy Joint microstructure In-situ mechanical test X-ray mCT Sphere-containing structure
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Interface evolution mechanism and model of atomic diffusion during Al-Au ultrasonic bonding
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作者 ZHANG Wei-xi LUO Jiao +2 位作者 CHEN Xiao-hong WANG Bo-zhe YUAN Hai 《Journal of Central South University》 2025年第3期806-819,共14页
Effects of ultrasonic bonding parameters on atomic diffusion, microstructure at the Al-Au interface, and shear strength of Al-Au ultrasonic bonding were investigated by the combining experiments and finite element (FE... Effects of ultrasonic bonding parameters on atomic diffusion, microstructure at the Al-Au interface, and shear strength of Al-Au ultrasonic bonding were investigated by the combining experiments and finite element (FE) simulation. The quantitative model of atomic diffusion, which is related to the ultrasonic bonding parameters, time and distance, is established to calculate the atomic diffusion of the Al-Au interface. The maximum relative error between the calculated and experimental fraction of Al atom is 7.35%, indicating high prediction accuracy of this model. During the process of ultrasonic bonding, Au8Al3 is the main intermetallic compound (IMC) at the Al-Au interface. With larger bonding forces, higher ultrasonic powers and longer bonding time, it is more difficult to remove the oxide particles from the Al-Au interface, which hinders the atomic diffusion. Therefore, the complicated stress state and the existence of oxide particles both promotes the formation of holes. The shear strength of Al-Au ultrasonic bonding increases with increasing bonding force, ultrasonic power and bonding time. However, combined with the presence of holes at especial parameters, the optimal ultrasonic bonding parameter is confirmed to be a bonding force of 23 gf, ultrasonic power of 75 mW and bonding time of 21 ms. 展开更多
关键词 Al-Au ultrasonic bonding model of atomic diffusion Au_(8)Al_(3) shear strength ultrasonic power
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PanoLoRA:基于Stable Diffusion的全景图像生成的高效微调方法
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作者 叶文龙 陈斌 《图学学报》 北大核心 2025年第5期980-989,共10页
全景图像能表达周围环境整体的信息,已成为构建虚拟场景的重要表达方式之一。但在人工智能生成内容(AIGC)技术,尤其是大规模文本-图像数据集上训练的扩散模型和高效参数微调技术(PEFT)兴起的浪潮中,全景图像的生成和快速迁移的研究却尚... 全景图像能表达周围环境整体的信息,已成为构建虚拟场景的重要表达方式之一。但在人工智能生成内容(AIGC)技术,尤其是大规模文本-图像数据集上训练的扩散模型和高效参数微调技术(PEFT)兴起的浪潮中,全景图像的生成和快速迁移的研究却尚不充分。因此,针对全景图像数据集稀少、空间失真的特点,收集了一个总计14000张的开源全景图像数据集,通过投影转换对其进行了精细化的文本标注与筛选,在此基础上,提出了PanoLoRA方法。该方法在原有的卷积和自注意力模块提取空间特征的过程中,额外添加了球面卷积和LoRA模块,显式地提取全景图像球面特征,并与原有平面特征相融合,从而在保留了Stable Diffusion原有的强大图文生成能力的同时,实现了全景图像生成的高效迁移学习。实验结果表明,PanoLoRA在所收集到的文本-全景图像数据集上与最新的5种参数高效微调方法进行了比较,并取得了全面的优势,提高了图像生成的质量和图文一致性,并进行了一系列消融实验,验证了每个算法模块的有效性。 展开更多
关键词 扩散模型 全景图像 参数高效微调 迁移学习 LoRA
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微调Stable Diffusion的侧扫声呐图像数据集扩充方法
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作者 高鑫 张龙刚 +3 位作者 彭望 郝瑞亭 马双双 郑杰 《舰船科学技术》 北大核心 2025年第4期137-142,共6页
针对水下声学图像获取难度大、优质数据少的问题,提出一种参数高效微调Stable Diffusion的侧扫声呐图像数据集扩充方法。旨在提升数据集质量与多样性,进而改善基于深度学习的舰船侧扫声呐目标检测系统的性能。首先冻结预训练模型全连接... 针对水下声学图像获取难度大、优质数据少的问题,提出一种参数高效微调Stable Diffusion的侧扫声呐图像数据集扩充方法。旨在提升数据集质量与多样性,进而改善基于深度学习的舰船侧扫声呐目标检测系统的性能。首先冻结预训练模型全连接层的权重,随后注入可训练的秩分解矩阵(Rank Decomposition Matrices),最后嵌入提示词生成图像样本。实验结果表明,相比于目前主流基于CycleGAN的方法,提出的方法生成了更高质量、多样化、稳定的侧扫声呐图像。此外,数据集扩充后,多种主流的目标检测算法性能均有所增强,YOLOv8n的mAP@0.5提升了22.9%,证明了该方法的有效性。 展开更多
关键词 侧扫声呐 深度学习 参数高效微调 稳态扩散
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GAN与Diffusion在传统纹样设计中的实验研究 被引量:12
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作者 李莉 毛子晗 +2 位作者 吕思奇 袁晨旭 彭玉旭 《丝绸》 CAS CSCD 北大核心 2024年第8期9-22,共14页
传统纹样是中国优秀传统文化的重要组成部分,传统人工设计已经无法满足纹样的现代设计需求,生成式AI为传统纹样设计提供了新的设计路径和方法。文章将生成式AI应用于传统纹样设计中,通过适配实验优选基于GAN的Style GAN和基于Diffusion... 传统纹样是中国优秀传统文化的重要组成部分,传统人工设计已经无法满足纹样的现代设计需求,生成式AI为传统纹样设计提供了新的设计路径和方法。文章将生成式AI应用于传统纹样设计中,通过适配实验优选基于GAN的Style GAN和基于Diffusion的Stable Diffusion两种主流图像生成模型进行实验,采用技术分析与艺术分析相结合,对实验结果进行多角度、多维度对比分析,为设计师选择生成设计方法提供参照。实验结果表明,两个模型均能满足基本的艺术设计需求。Style GAN模型生成的纹样图像更接近真实图像的分布,具有更高的图像质量和多样性;Stable Diffusion模型能较好地传承传统纹样的基因,艺术性与创造性兼具,更加符合传统纹样的艺术设计需求。 展开更多
关键词 GAN diffusion 传统纹样 评价指标 对比分析 实验研究
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Research on the correlation between the dual diffusion behavior of zinc in InGaAs/InP single-photon avalanche photodiodes and device performance
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作者 LIU Mao-Fan YU Chun-Lei +7 位作者 MA Ying-Jie YU Yi-Zhen YANG Bo TIAN Yu BAO Peng-Fei CAO Jia-Sheng LIU Yi LI Xue 《红外与毫米波学报》 SCIE EI CAS CSCD 北大核心 2024年第5期595-602,共8页
The development of InGaAs/InP single-photon avalanche photodiodes(SPADs)necessitates the utiliza-tion of a two-element diffusion technique to achieve accurate manipulation of the multiplication width and the dis-tribu... The development of InGaAs/InP single-photon avalanche photodiodes(SPADs)necessitates the utiliza-tion of a two-element diffusion technique to achieve accurate manipulation of the multiplication width and the dis-tribution of its electric field.Regarding the issue of accurately predicting the depth of diffusion in InGaAs/InP SPAD,simulation analysis and device development were carried out,focusing on the dual diffusion behavior of zinc atoms.A formula of X_(j)=k√t-t_(0)+c to quantitatively predict the diffusion depth is obtained by fitting the simulated twice-diffusion depths based on a two-dimensional(2D)model.The 2D impurity morphologies and the one-dimensional impurity profiles for the dual-diffused region are characterized by using scanning electron micros-copy and secondary ion mass spectrometry as a function of the diffusion depth,respectively.InGaAs/InP SPAD devices with different dual-diffusion conditions are also fabricated,which show breakdown behaviors well consis-tent with the simulated results under the same junction geometries.The dark count rate(DCR)of the device de-creased as the multiplication width increased,as indicated by the results.DCRs of 2×10^(6),1×10^(5),4×10^(4),and 2×10^(4) were achieved at temperatures of 300 K,273 K,263 K,and 253 K,respectively,with a bias voltage of 3 V,when the multiplication width was 1.5µm.These results demonstrate an effective prediction route for accu-rately controlling the dual-diffused zinc junction geometry in InP-based planar device processing. 展开更多
关键词 InGaAs/InP single-photon avalanche photodiode diffusion depth Znic diffusion dark count rate
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Strong Feller Property for SDEs with Super-linear Drift and Hölder Diffusion Coefficients
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作者 WANG Yanmin SHA Xiang GUO Zhongkai 《应用数学》 北大核心 2024年第4期1066-1073,共8页
In this paper,we investigate the strong Feller property of stochastic differential equations(SDEs)with super-linear drift and Hölder diffusion coefficients.By utilizing the Girsanov theorem,coupling method,trunca... In this paper,we investigate the strong Feller property of stochastic differential equations(SDEs)with super-linear drift and Hölder diffusion coefficients.By utilizing the Girsanov theorem,coupling method,truncation method and the Yamada-Watanabe approximation technique,we derived the strong Feller property of the solution. 展开更多
关键词 Super-linear drift Hölder continuous diffusion SDEs Strong Feller
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Hetero-metallic lithiophilic sites to assist sustained diffusion-deposition of Li^(+) toward stable lithium metal anodes
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作者 HUANG Shao-zhen HE Pan +2 位作者 YU Hua-ming LI Hui-miao CHEN Li-bao 《Journal of Central South University》 CSCD 2024年第12期4437-4448,共12页
Lithium metal stands out as an exceptionally promising anode material,boasting an extraordinarily high theoretical capacity and impressive energy density.Despite these advantageous characters,the issues of dendrite fo... Lithium metal stands out as an exceptionally promising anode material,boasting an extraordinarily high theoretical capacity and impressive energy density.Despite these advantageous characters,the issues of dendrite formation and volume expansion of lithium metal anodes lead to performance decay and safety concerns,significantly impeding their advancement towards widespread commercial viability.Herein,a lithium-rich Li-B-In composite anode with abundant lithophilic sites and outstanding structural stability is reported to address the mentioned challenges.The evenly distributed Li-In alloy in the bulk phase of anodes act as mixed ion/electron conductors and nucleation sites,facilitating accelerated Li ions transport dynamics and suppressing lithium dendrite formation.Additionally,these micron-sized Li-In particles in LiB fibers framework can enhance overall structural integrity and provide sufficient interior space to accommodate the volume changes during cycling.The electrochemical performance of Li-B-In composite anode exhibits long-term cyclability,superior rate performance and high-capacity retention.This work confirms that the synergy between a 3 D skeleton and hetero-metallic lithiophilic sites can achieve stable and durable lithium metal anodes,offering innovative insights for the practical deployment of lithium metal batteries. 展开更多
关键词 lithium metal anodes lithiophilic sites intermetallic phase enhanced structural stability fast ion diffusion
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MSF-Diffuser:BEV下基于扩散模型的多传感器自适应融合自动驾驶方法
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作者 王明辰 王海 +2 位作者 蔡英凤 陈龙 李祎承 《汽车工程》 北大核心 2025年第6期1122-1132,共11页
自动驾驶算法是当前智能汽车的主要研究内容。目前,为了实现全景自动驾驶,国内大多采用多传感器融合的方式。然而现有的方案都存在对传感器利用率低、融合策略不合理等问题。针对这些问题,本文提出了一种BEV下基于多传感器(视觉+激光雷... 自动驾驶算法是当前智能汽车的主要研究内容。目前,为了实现全景自动驾驶,国内大多采用多传感器融合的方式。然而现有的方案都存在对传感器利用率低、融合策略不合理等问题。针对这些问题,本文提出了一种BEV下基于多传感器(视觉+激光雷达+毫米波雷达)融合的自动驾驶框架。在该框架中,采用基于点和速度双重编码并进行特征交互来提取毫米波雷达点云特征,提高了毫米波雷达信息的利用率,并更加便于进行后续的融合。在融合模块,本文使用LSTM存储多模态传感器的特征以及融合后的BEV特征,从而计算不同模态传感器特征之间的一致性损失和融合BEV特征与历史帧的连续性损失,使特征融合更为平滑、精准。最后,引入扩散模型,并提出Multi-modal U-Net进行降噪,提高了模型规划轨迹的鲁棒性。本文使用CARLA模拟器,在最具权威的Longest-06基准和Town-05 Long基准上进行了广泛的实验,分别取得了73.80±1.01和73.7±1.3的DS(驾驶得分),与现有的自动驾驶方法相比,本文实现了更好的全景自动驾驶,且拥有更好的性能和灵活性。 展开更多
关键词 自动驾驶 多传感器融合 特征交互 扩散模型
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THE ASYMPTOTIC BEHAVIOR OF SOLUTION FOR THE SINGULARLY PERTURBED INITIAL BOUNDARY VALUE PROBLEMS OF THE REACTION DIFFUSION EQUATIONS IN A PART OF DOMAIN
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作者 刘其林 莫嘉琪 《应用数学和力学》 EI CSCD 北大核心 2001年第10期1075-1080,共6页
A class of singularly perturbed initial boundary value problems for the reaction diffusion equations in a part of domain are considered. Using the operator theory the asymptotic behavior of solution for the problems i... A class of singularly perturbed initial boundary value problems for the reaction diffusion equations in a part of domain are considered. Using the operator theory the asymptotic behavior of solution for the problems is studied. 展开更多
关键词 奇摄动 反应扩散方程 初始边值问题 算子理论 渐近性态
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ACID RECOVERY FROM WASTE SULFURIC ACID BY DIFFUSION DIALYSIS 被引量:6
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作者 Zhang Guiqing Zhang Qixiu Zhou Kanggen (Department of Metallurgical Science and Engineering, Central South University of Technology, Changsha 410083, China) 《Journal of Central South University》 SCIE EI CAS 1999年第2期103-106,共4页
In the process of sulfuric acid production from pyrite, there is a lot of waste acid produced in fume washing with dilute acid. Acid recovery from this sort of waste sulfuric acid by diffusion dialysis is studied in t... In the process of sulfuric acid production from pyrite, there is a lot of waste acid produced in fume washing with dilute acid. Acid recovery from this sort of waste sulfuric acid by diffusion dialysis is studied in the paper. The mass transfer dialysis coefficient of sulfuric acid of the membrane AFX is measured, the effect of the flowrate of the feed and ratio of feed to water is investigated, and the two kinds of membrane (AFX and S203) are compared. The results show that diffusion dialysis process can separate the metal cation from sulfuric acid effectively, but it is difficult to separate non cation impurities as As - and F -. The contrast tests of the two membranes show that the dialysis mass transfer coefficient of the membrane AFX is larger, while capacity of the removing impurities of membrane S203 is somewhat better. 展开更多
关键词 diffusion DIALYSIS WASTE sulfuric ACID ion EXCHANGE MEMBRANE
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Grouting diffusion of chemical fluid flow in soil with fractal characteristics 被引量:6
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作者 ZHOU Zi-long DU Xue-ming +1 位作者 CHEN Zhao ZHAO Yun-long 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第5期1190-1196,共7页
The chemical fluid property and the capillary structure of soil are important factors that affect grouting diffusion. Ignoring either factor will produce large errors in understanding the inherent laws of the diffusio... The chemical fluid property and the capillary structure of soil are important factors that affect grouting diffusion. Ignoring either factor will produce large errors in understanding the inherent laws of the diffusion process. Based on fractal geometry and the constitutive equation of Herschel-Bulkley fluid, an analytical model for Herschel-Bulkley fluid flowing in a porous geo-material with fractal characteristics is derived. The proposed model provides a theoretical basis for grouting design and helps to understand the chemical fluid flow in soil in real environments. The results indicate that the predictions from the proposed model show good consistency with the literature data and application results. Grouting pressure decreases with increasing diffusion distance. Under the condition that the chemical fluid flows the same distance, the grouting pressure undergoes almost no change at first and then decreases nonlinearly with increasing tortuosity dimension. With increasing rheological index, the pressure difference first decreases linearly, then presents a trend of nonlinear decrease, and then decreases linearly again. The pressure difference gradually increases with increasing viscosity and yield stress of the chemical fluid. The decreasing trend of the grouting pressure difference is non-linear and rapid for porosity Φ>0.4, while there is a linear and slow decrease in pressure difference for high porosity. 展开更多
关键词 GROUTING diffusion Herschel-Bulkley fluid POROUS MEDIA FRACTAL GROUTING pressure
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EFFECTS OF SOLVENT POLARITY ON INFINITE DIFFUSION COEFFICIENTS IN SUPERCRITICAL ETHANOL 被引量:5
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作者 楚彩云 张宝泉 +1 位作者 刘秀凤 林跃生 《化工学报》 EI CAS CSCD 北大核心 2004年第6期1021-1023,共3页
关键词 TAYLOR DISPERSION technique diffusion COEFFICIENT SUPERCRITICAL ETHANOL polarity
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DIFFUSION MODELLING IN GARNET FROM TSO MORARI ECLOGITE AND IMPLICATIONS FOR EXHUMATION MODELS 被引量:4
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作者 Patrick J.,O’Brien 1,Himanshu K. Sachan 2 (1 Bayerisches Geoinstitut, Universitt Bayreuth, D\|95440 Bayreuth, Germany,E\|mail:Patrick. Obrien@uni\|bayreuth.de 2 Wadia Institute of Himalayan Geology, Dehra Dun\|248001, India,E\|mail:wihg@giasdl01. 《地学前缘》 EI CAS CSCD 2000年第S1期25-27,共3页
The results of recent geothermobarometric and geochronological investigations of scarce eclogites of the NW Himalaya (Tso Morari (Ladakh), India and Kaghan Valley, Pakistan) have caused a major rethink of tectonometam... The results of recent geothermobarometric and geochronological investigations of scarce eclogites of the NW Himalaya (Tso Morari (Ladakh), India and Kaghan Valley, Pakistan) have caused a major rethink of tectonometamorphic models for India\|Asia collision. Numerous petrologic studies have been undertaken on the age and origin of metamorphism in the Higher Himalayan Crystallines (HHC) and Lesser Himalaya formations (LH) and their relationship to granite magmatism and movements along the Main Central Thrust (MCT) and South Tibetan Detachment Fault (STDF). However, all of these events are essentially Miocene (or younger) in age and can clearly be distinguished from subduction and exhumation processes undergone by the eclogites which are of Eocene age (Tonarini et al. 1993; Spencer & Gebauer; 1996; de Sigoyer et al. 1999) and relate to the very early stages of the collision. Eclogites of eastern Ladakh are mafic lenses found in granitic gneisses (Ordovician intrusive age: Girard & Bussy 1999) and their surrounding late Pre\|Cambrian to early Cambrian sedimentary units in the Tso Morari dome (see Steck et al. 1998). Detailed petrological and geochronological studies (Guillot et al. 1997; de Sigoyer et al. 1997, 1999) have identified an eclogite facies stage (2000±300)MPa, (580±60)℃ followed by isothermal decompression associated with glaucophane growth at around (1100±200)MPa. Dating of different phases by different methods yielded ages around 55Ma for this stage ((55±17) Ma, U\|Pb, Aln; (55±12) Ma, Lu\|Hf, Grt\|Cpx\|Rt; (55±7) Ma, Sm\|Nd, Grt\|Gln\|Rt). A subsequent amphibolite facies overprint at slightly higher temperature (610±70)℃ was dated at 45~48Ma (metabasite: (47±11) Ma, Sm\|Nd, Grt\|Hbl; metapelite: (45±4) Ma, Rb\|Sr, Mu\|Ap\|WR and (48±2) Ma, Ar\|Ar, Phe). By (30±1) Ma (Ar\|Ar, Bt\|Mu) retrogression into the greenschist facies had occurred (de Sigoyer et al. 1999). These data indicate a two stage history with early exhumation being much faster (>4mm/a) than the later evolution (1~2mm/a). 展开更多
关键词 ECLOGITE Tso Morari diffusion modelling GARNET temperature\|time\|path
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Diffusion Law of Smoke in Visible Light and Infrared Wavebands 被引量:2
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作者 朱晨光 潘功配 +1 位作者 吴小云 钱志华 《Defence Technology(防务技术)》 SCIE EI CAS 2005年第2期191-195,共5页
Obscuring time of smokescreen is an important parameter, and diffusion coefficient is a crucial parameter to the obscuring time of smokescreen. The relational equation that effective obscuring area of smoke changes wi... Obscuring time of smokescreen is an important parameter, and diffusion coefficient is a crucial parameter to the obscuring time of smokescreen. The relational equation that effective obscuring area of smoke changes with diffusion co- efficient and diffusing time was derived. And based on experimental data, the parabolas that the area changes with time are drawn, and the relation between diffusion coefficient and obscuring time of smoke-screen is analyzed. Diffusion coefficients of smoke cloud in the infrared (IR) and in the visible light are compared with, the two-phase flow character of aerosol particle is found while diffusing in the two wavebands. And their differences are analyzed in detail. 展开更多
关键词 smokescreen diffusion IR VISIBLE light TWO-PHASE flow TURBULENCE
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Diffusion mechanism simulation of cloud manufacturing complex network based on cooperative game theory 被引量:4
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作者 GENG Chao QU Shiyou +5 位作者 XIAO Yingying WANG Mei SHI Guoqiang LIN Tingyu XUE Junjie JIA Zhengxuan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第2期321-335,共15页
Cloud manufacturing is a specific implementation form of the "Internet + manufacturing" strategy. Why and how to develop cloud manufacturing platform(CMP), however, remains the key concern of both platform o... Cloud manufacturing is a specific implementation form of the "Internet + manufacturing" strategy. Why and how to develop cloud manufacturing platform(CMP), however, remains the key concern of both platform operators and users. A microscopic model is proposed to investigate advantages and diffusion forces of CMP through exploration of its diffusion process and mechanism. Specifically, a three-stage basic evolution process of CMP is innovatively proposed. Then, based on this basic process, a more complex CMP evolution model has been established in virtue of complex network theory, with five diffusion forces identified. Thereafter, simulations on CMP diffusion have been conducted. The results indicate that, CMP possesses better resource utilization,user satisfaction, and enterprise utility. Results of simulation on impacts of different diffusion forces show that both the time required for CMP to reach an equilibrium state and the final network size are affected simultaneously by the five diffusion forces. All these analyses indicate that CMP could create an open online cooperation environment and turns out to be an effective implementation of the "Internet + manufacturing" strategy. 展开更多
关键词 complex network cloud manufacturing innovation diffusion network effect Gale-Shapley algorithm cooperative game theory
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Theoretical Model of Transformation Superlastic Diffusion Bonding for Eutectoid Steel 被引量:2
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作者 LU Shi-hong, YUN Jun-bi (College of Mechanic and Electricial Engineering, Nanjing University of Aeronautics & Astronautics, Nanjing 210016, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期13-14,共2页
Based on current theories of diffusion and creep cavity closure at high temperature, a theoretical analysis of phase transformation diffusion bonding for T8/T8 eutectoid steel is carried out. The diffusion bonding is ... Based on current theories of diffusion and creep cavity closure at high temperature, a theoretical analysis of phase transformation diffusion bonding for T8/T8 eutectoid steel is carried out. The diffusion bonding is mainly described as two-stage process: Ⅰ The interfacial cavity with shape change from diamond to cylinder.Ⅱ The radius of the cylindrical cavity are reduced and eliminated gradually. A new theoretical model is established for the process of transformation superplastic diffusion bonding (TSDB) on the basis of a theoretical model for isothermal superplastic diffusion. The model can predict the bonding quality which is affected by technological parameters, such as limit cycling temperature, the compressive stress, the numbers of thermal cycles and temperature cycling through the phase transformation in the thermal cycling and so on. Results show that the maximum temperature, the compressive stress, the numbers of thermal cycles and the rate of temperature changing speed in the thermal cycling have an important influence on TSDB process. Meanwhile, reasonable technological parameters chosen from theoretical analysis is in good agreement with those obtained from experimental results. 展开更多
关键词 TSDB eutectoid steel phase transformation SUPERPLASTICITY diffusion bonding theoretical model
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Mechanism model for shale gas transport considering diffusion, adsorption/desorption and Darcy flow 被引量:10
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作者 WEI Ming-qiang DUAN Yong-gang +3 位作者 FANG Quan-tang WANG Rong YU Bo-ming YU Chun-sheng 《Journal of Central South University》 SCIE EI CAS 2013年第7期1928-1937,共10页
To improve the understanding of the transport mechanism in shale gas reservoirs and build a theoretical basic for further researches on productivity evaluation and efficient exploitation, various gas transport mechani... To improve the understanding of the transport mechanism in shale gas reservoirs and build a theoretical basic for further researches on productivity evaluation and efficient exploitation, various gas transport mechanisms within a shale gas reservoir exploited by a horizontal well were thoroughly investigated, which took diffusion, adsorption/desorption and Darcy flow into account. The characteristics of diffusion in nano-scale pores in matrix and desorption on the matrix surface were both considered in the improved differential equations for seepage flow. By integrating the Langmuir isotherm desorption items into the new total dimensionless compression coefficient in matrix, the transport function and seepage flow could be formalized, simplified and consistent with the conventional form of diffusion equation. Furthermore, by utilizing the Laplace change and Sethfest inversion changes, the calculated results were obtained and further discussions indicated that transfer mechanisms were influenced by diffusion, adsorption/desorption. The research shows that when the matrix permeability is closed to magnitude of 10^-9D, the matrix flow only occurs near the surfacial matrix; as to the actual production, the central matrix blocks are barely involved in the production; the closer to the surface of matrix, the lower the pressure is and the more obvious the diffusion effect is; the behavior of adsorption/desorption can increase the matrix flow rate significantly and slow down the pressure of horizontal well obviously. 展开更多
关键词 shale gas diffusion ADSORPTION/DESORPTION transport mechanism horizontal well
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