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Reaction pathway led by silicate structure transformation on decomposition of CaSiO_3 in alkali fusion process using NaOH 被引量:5
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作者 赵昌明 王国承 +3 位作者 李胜利 艾新港 王子睿 翟玉春 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2015年第11期3827-3833,共7页
The mechanism of decomposition of calcium inosilicate(CaSiO_3) synthesized through chemical deposition method using analytical reagent NaSiO_3·9H_2O and CaCl_2 during the alkali fusion process using NaOH was inve... The mechanism of decomposition of calcium inosilicate(CaSiO_3) synthesized through chemical deposition method using analytical reagent NaSiO_3·9H_2O and CaCl_2 during the alkali fusion process using NaOH was investigated by Raman spectroscopy in situ,X-ray diffraction and Fourier transform infrared spectrometer(FTIR).The results show that the tetrahedral silica chains within CaSiO_3 are gradually disrupted and transformed into nesosilicate with the isolated SiO_4 tetrahedra at the beginning of the alkali fusion process.The three intermediates including Ca_2SiO_4,Na_2CaSiO_4 and Na_2SiO_3 appear simultaneously in the decomposition of CaSiO_3,while the final products are Ca(OH)_2 and Na_4SiO_4.It can be concluded that there exist two reaction pathways in the alkali fusion process of CaSiO_3:one is ion exchange,the other is in the main form of the framework structure change of silicate.The reaction pathway is led by silicate structure transformation in the alkali fusion process. 展开更多
关键词 alkali fusion process CaSiO3 INTERMEDIATE reaction pathway
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Analysis of Fusion Process Model—Case Study
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作者 Rupinder Kaur Jyotsna Sengupta 《Journal of Software Engineering and Applications》 2012年第3期119-128,共10页
Fusion Process Model is a software process model to enhance the software development process. Fusion process model have five fundamental phases and one fusion process controller to control and co-ordinate the overall ... Fusion Process Model is a software process model to enhance the software development process. Fusion process model have five fundamental phases and one fusion process controller to control and co-ordinate the overall development process. Fusion Process Model uses 3C-Model to generalize the process of solving the problem in each phase. 3C-Model, which helps in implementing component based development approach and provides firmer control over the software development process. Because of the component driven approach, the risk associated with cost and time is limited to component only and ensure the overall quality of software system, reduce the development cost and time by considering the changing requirements of customer, risk assessment, identification, evaluation and composition of relative concerns at each phase of development process. We have implemented Fusion Process Model to the design of a real world information system and evaluated this implementation with the initial project estimation. 展开更多
关键词 fusion process MODEL 3C-Model process MODEL COMPONENT DRIVEN Approach
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A New Approach to Software Development Fusion Process Model
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作者 Rupinder Kaur Jyotsna Sengupta 《Journal of Software Engineering and Applications》 2010年第10期998-1004,共7页
There are several software process models that have been proposed and are based on task involved in developing and maintaining software product. The large number of software projects not meeting their expectation in t... There are several software process models that have been proposed and are based on task involved in developing and maintaining software product. The large number of software projects not meeting their expectation in terms of functionality, cost, delivery schedule and effective project management appears to be lacking. In this paper, we present a new software fusion process model, which depicts the essential phases of a software project from initiate stage until the product is retired. Fusion is component based software process model, where each component implements a problem solving model. This approach reduces the risk associated with cost and time, as these risks will be limited to a component only and ensure the overall quality of software system by considering the changing requirements of customer, risk assessment, identification, evaluation and composition of relative concerns at each phase of development process. 展开更多
关键词 process MODEL fusion process MODEL COMPONENT Driven Development APPROACH 3C-Model
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基于UPLC-Orbitrap Fusion Lumos Tribrid-MS的女贞子酒蒸前后血清药物化学对比分析
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作者 刘昊霖 郑历史 +3 位作者 孙淑仃 赵迪 李焕茹 冯素香 《中华中医药学刊》 北大核心 2026年第1期175-186,I0027,共13页
目的基于超高效液相色谱-四极杆-静电场轨道阱-线性离子阱质谱法(ultra performance liquid chromatography-orbitrap fusion lumos tribrid-mass spectrometry,UPLC-Orbitrap Fusion Lumos Tribrid-MS)对大鼠灌胃女贞子、酒女贞子水提... 目的基于超高效液相色谱-四极杆-静电场轨道阱-线性离子阱质谱法(ultra performance liquid chromatography-orbitrap fusion lumos tribrid-mass spectrometry,UPLC-Orbitrap Fusion Lumos Tribrid-MS)对大鼠灌胃女贞子、酒女贞子水提液后血清中的移行成分进行对比分析。方法雄性Sprague-Dawley(SD)大鼠随机分为空白组、女贞子组(10.8 g·kg^(-1)·d^(-1))和酒女贞子组(10.8 g·kg^(-1)·d^(-1)),每组6只,给药组分别灌胃给予女贞子、酒女贞子水提液,空白组灌胃等体积纯净水,早晚各1次,连续5 d,末次给药1 h后腹主动脉取血,制备血清样品。采用Accucore^(TM) C_(18)(100 mm×2.1 mm,2.6μm)色谱柱,流动相为乙腈(A)-0.1%甲酸水(B),梯度洗脱(0~5 min,95%B→85%B;5~10 min,85%B→73%B;10~24 min,73%B→15%B),流速0.2 mL·min^(-1),进样量5μL,正、负离子模式扫描,扫描范围m/z 120~1200。采用Compound Discoverer 3.3软件,根据质谱数据和相关文献对女贞子、酒女贞子入血原型成分和代谢产物进行分析鉴定;采用多元统计分析方法对比女贞子、酒女贞子含药血清间的差异性成分。结果在给予女贞子水提液大鼠血清中共鉴定得到64个入血成分,包括40个原型成分和24个代谢产物;在给予酒女贞子水提液大鼠血清中共鉴定得到57个入血成分,包括35个原型成分和22个代谢产物。原型成分主要包括苯乙醇苷类、环烯醚萜类、三萜类、黄酮类等,代谢途径主要包括羟基化、甲基化、葡萄糖醛酸化等。根据变量重要性投影(variable importance in projection,VIP)值>1,t检验(Student's t test)结果P<0.05筛选出特女贞苷、女贞苷酸等12个差异性入血成分,其中7个原型成分、5个代谢产物。结论女贞子酒蒸后血清移行成分发生明显改变,可为阐明女贞子、酒女贞子药效物质基础提供理论依据。 展开更多
关键词 女贞子 炮制 血清药物化学 UPLC-Orbitrap fusion Lumos Tribrid-MS 多元统计分析
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ELECTROFUSION OF IBRS2 CELLS AND THE STUDY OF THEIR FUSION PROCESS
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作者 郑强 赵南明 《Science China Chemistry》 SCIE EI CAS 1989年第3期303-313,共11页
IBRS2 epithelial cells in monolayer culture fused at a very high frequency when exposed to high-voltage electric pulsing fields. Exposure to four repetitive electric pulses of about 1.7 kilovolts per centimeter with a... IBRS2 epithelial cells in monolayer culture fused at a very high frequency when exposed to high-voltage electric pulsing fields. Exposure to four repetitive electric pulses of about 1.7 kilovolts per centimeter with a duration of 100 microseconds caused more than 90 percent of the cells to become fused (multinucleate) when 1 millimolar magnesium was present in the pulsing medium. Magnesium and calcium ions in the pulsing medium had a very strong effect on the electrofusion of IBRS2 cells. Magnesium could increase not only the electrofusion yield but also the stability of the cells under the conditions of electrofusion. In contrast, calcium inhibited electrofusion and decreased the stability of the cells. Careful microscopic observation revealed the electrofusion of IBRS2 cells to be very complex, dynamic process undergoing many interesting changes. A possible explanation for the process and mechanism of electrofusion of IBRS2 cells was proposed in agreement with the experimental observation. 展开更多
关键词 ELECTROfusion IBRS2 CELLS fusion process.
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Formation Process of Magnetized Fusion Target on the YingGuang 1 Device
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作者 李璐璐 贾月松 +6 位作者 孙奇志 刘伟 刘正芬 秦卫东 李军 池原 杨显俊 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第4期80-83,共4页
Magnetized target fusion is an alternative method to fulfill the goal of controlled fusion, which combines advan- tages of both magnetic confinement fusion and inertial confinement fusion since its parameter space lie... Magnetized target fusion is an alternative method to fulfill the goal of controlled fusion, which combines advan- tages of both magnetic confinement fusion and inertial confinement fusion since its parameter space lies between the two traditional ways. Field reversed configuration (FFtC) is a good candidate of magnetized targets due to its translatable, compressible, high /3 and high energy density properties. Dynamic formation process of high density FFtC is observed on the YingGuang 1 device for the first time in China. The evolution of a magnetic field is detected with magnetic probes, and the compression process can be clearly seen from images taken with a high-speed multi-frame CCD camera. The process is also studied with two-dimensional magneto hydrodynamic code MPF-2D theoretically, and the results agree well with the experiment. Combining the experimental data and the theoretical analysis, the length of the formed FRC is about 39 cm, the diameter is about 2-2. 7cm, the average density is 1.3× 1016 cm-3, and the average temperature is 137eV. 展开更多
关键词 of Formation process of Magnetized fusion Target on the YingGuang 1 Device is for FRC in ICF high with on
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Image Processing on Geological Data in Vector Format and Multi-Source Spatial Data Fusion
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作者 Liu Xing Hu Guangdao Qiu Yubao Faculty of Earth Resources, China University of Geosciences, Wuhan 430074 《Journal of China University of Geosciences》 SCIE CSCD 2003年第3期278-282,共5页
The geological data are constructed in vector format in geographical information system (GIS) while other data such as remote sensing images, geographical data and geochemical data are saved in raster ones. This paper... The geological data are constructed in vector format in geographical information system (GIS) while other data such as remote sensing images, geographical data and geochemical data are saved in raster ones. This paper converts the vector data into 8 bit images according to their importance to mineralization each by programming. We can communicate the geological meaning with the raster images by this method. The paper also fuses geographical data and geochemical data with the programmed strata data. The result shows that image fusion can express different intensities effectively and visualize the structure characters in 2 dimensions. Furthermore, it also can produce optimized information from multi-source data and express them more directly. 展开更多
关键词 geological data GIS-based vector data conversion image processing multi-source data fusion
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基于UPLC-Orbitrap Fusion Lumos Tribrid-MS的女贞子不同炮制品血中移行成分分析
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作者 夏仪 孙淑仃 +3 位作者 郑历史 赵迪 李焕茹 冯素香 《中药材》 北大核心 2025年第3期606-615,共10页
目的:研究大鼠灌胃给药醋蒸女贞子、盐蒸女贞子、清蒸女贞子后血清中的移行成分并对其进行对比分析。方法:采用UPLC-Orbitrap Fusion Lumos Tribrid-MS技术,结合Xcalibur和Compound Discoverer软件,根据保留时间、精确分子量、二级碎片... 目的:研究大鼠灌胃给药醋蒸女贞子、盐蒸女贞子、清蒸女贞子后血清中的移行成分并对其进行对比分析。方法:采用UPLC-Orbitrap Fusion Lumos Tribrid-MS技术,结合Xcalibur和Compound Discoverer软件,根据保留时间、精确分子量、二级碎片信息及文献报道,鉴定女贞子不同炮制品的入血成分。基于主成分分析(PCA)和正交偏最小二乘判别分析(OPLS-DA)筛选女贞子不同炮制品含药血清的差异性成分。结果:共鉴定出95个入血成分,其中共有成分89个,醋蒸女贞子特有成分2个、盐蒸女贞子特有成分3个、清蒸女贞子特有成分1个。入血成分包含61个原型成分和34个代谢产物,原型成分主要包括苯乙醇类、环烯醚萜苷类、黄酮类化合物,代谢产物主要涉及羟基化、葡萄糖醛酸化、硫酸酯化反应等。PCA、OPLS-DA结果表明女贞子不同炮制品血中移行成分存在明显差异,OPLS-DA筛选出27个差异性成分。结论:该研究初步阐明了醋蒸女贞子、盐蒸女贞子、清蒸女贞子在大鼠血清中移行成分的差异,为进一步明确女贞子不同炮制品的药效物质基础提供了依据。 展开更多
关键词 女贞子 炮制 血清药物化学 UPLC-Orbitrap fusion Lumos Tribrid-MS 多元统计分析
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陆相分流河道砂体地震预测方法——分方位高分辨率处理、多属性融合和变尺度反演
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作者 徐立恒 罗庆 +6 位作者 赵海波 宋微 李红星 黄勇 郭亚杰 孙衍民 刘朋坤 《石油勘探与开发》 北大核心 2026年第1期94-106,共13页
针对陆相老油田面临的河道砂体空间展布复杂、剩余油挖潜难度大等诸多油气开发挑战,聚焦窄小河道边界模糊、多期叠置砂体析分困难等储层识别关键难题,以大庆长垣萨中油田上白垩统陆相砂岩为对象,研发“分方位高分辨率处理-多属性融合-... 针对陆相老油田面临的河道砂体空间展布复杂、剩余油挖潜难度大等诸多油气开发挑战,聚焦窄小河道边界模糊、多期叠置砂体析分困难等储层识别关键难题,以大庆长垣萨中油田上白垩统陆相砂岩为对象,研发“分方位高分辨率处理-多属性融合-变尺度反演”三位一体技术体系,探索从地震处理到储层预测、再到剩余油挖潜实践的全链条技术路径。研究表明:(1)针对河道砂体地震成像难题,首次将分方位(OVT)地震处理技术从断裂成像领域拓展至砂体预测领域,建立了基于地质目标的OVT向量片划分方法,大幅提升了砂体成像精度,使河道砂体识别宽度下限突破至50 m;(2)针对井间窄小河道边界预测难题,提出振幅-相干多属性融合方法,在沉积单元级等时格架约束下可精准刻画800~2 000 m延伸长度、具分叉-合并特征的条带状水下分流河道;(3)针对多期河道叠置难题,突破单一尺度建模局限,构建砂岩组、小层、沉积单元三级变尺度地层模型,通过反演结果可成功描述曲流河“截弯取直”等关键沉积构型特征。基于上述3项技术突破,构建地震预测与剩余油挖潜直连的开发应用模式,并在研究区依据窄小河道预测结果部署水平井,水平段含油砂岩钻遇率高达97%,单井初期日产油12.5 t;通过对17条复合砂体内部单一河道边界的精准识别,指导了135口井挖潜措施的实施,单井平均日增油2.8 t,累计增油13.6×10^(4)t。 展开更多
关键词 分方位高分辨率处理 多属性融合 变尺度反演 储层预测 剩余油 白垩系 萨中油田 松辽盆地
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基于多尺度特征融合的超短期风电功率预测
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作者 高鹭 庄庆泽 +2 位作者 张飞 秦岭 邬锡麟 《电子测量技术》 北大核心 2026年第1期166-175,共10页
鉴于风电在能源结构中的重要性及其间断性带来的挑战,本文提出了一种基于异常值处理和多尺度特征融合的端到端超短期风电功率多步预测组合模型,旨在提高超短期风电功率预测的精确度与稳定性,进而为电力系统调度与运行的准确性与稳定性... 鉴于风电在能源结构中的重要性及其间断性带来的挑战,本文提出了一种基于异常值处理和多尺度特征融合的端到端超短期风电功率多步预测组合模型,旨在提高超短期风电功率预测的精确度与稳定性,进而为电力系统调度与运行的准确性与稳定性提供有力支撑。首先,通过RobustTSF方法处理时间序列异常,为预测模型的鲁棒性提供有力的保障,减少了异常时间序列预测和噪声标签学习之间的差异。其次,融合空间金字塔匹配映射策略、Levy飞行策略以及自适应t分布变异策略对蜣螂优化算法进行改进,显著提高了全局搜索能力和收敛效率。同时,利用多策略蜣螂优化算法优化改进的TimeMixer模型的超参数,以获得最优的模型性能。最后使用CATimeMixer模型,实现了多尺度季节特征和趋势特征的融合和预测。实验结果表明,相较于基准模型多层感知机的MAE、RMSE、MSE分别下降了49.71%、41.26%、65.50%,同时R2提高了4.49%,能够有效降低预测误差,为超短期风电功率的准确预测提供了一种新的方法和思路。 展开更多
关键词 超短期风电功率多步预测 异常值处理 多尺度特征融合 多策略蜣螂优化算法
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基于模型融合的PBX等静压成型相对密度全过程智能预测
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作者 樊文艺 詹梅 +3 位作者 樊晓光 孙海涛 黄馨乐 郝志钧 《塑性工程学报》 北大核心 2026年第2期189-199,共11页
鉴于高聚物粘结炸药(PBX)等静压成型过程中样本数量获取困难、成型状态复杂等问题,提出了通过模型融合构建等静压预测模型的思路。首先采用等静压离散元模型获得了PBX药柱成型状态参数,通过对等静压成型过程分阶段处理建立了基于改进Sta... 鉴于高聚物粘结炸药(PBX)等静压成型过程中样本数量获取困难、成型状态复杂等问题,提出了通过模型融合构建等静压预测模型的思路。首先采用等静压离散元模型获得了PBX药柱成型状态参数,通过对等静压成型过程分阶段处理建立了基于改进Stacking模型融合算法的PBX等静压分阶段成型状态预测模型。然后将升压、保压、卸压阶段的PBX等静压分阶段成型状态预测模型进行关联,构建了PBX等静压成型状态全过程预测模型,同时基于历史数据误差修正方法对成型状态全过程预测模型进行改进。应用所构建的模型预测并分析了相对密度与相对密度差的变化趋势,充分验证了使用Stacking模型融合算法来构建PBX等静压全过程预测模型的可靠性。 展开更多
关键词 PBX 等静压成型 离散元 模型融合 全过程预测建模
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Fusion of Infrared and Visible Light Images Based on Region Segmentation 被引量:12
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作者 刘坤 郭雷 +1 位作者 李晖晖 陈敬松 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2009年第1期75-80,共6页
This article proposes a novel method to fuse infrared and visible light images based on region segmentation. Region segmen-tation is used to determine important regions and background information in the input image. T... This article proposes a novel method to fuse infrared and visible light images based on region segmentation. Region segmen-tation is used to determine important regions and background information in the input image. The non-subsampled contourlet transform (NSCT) provides a flexible multiresolution,local and directional image expansion,and also a sparse representation for two-dimensional (2-D) piecewise smooth signal building images,and then different fusion rules are applied to fuse the NSCT coefficients fo... 展开更多
关键词 image processing image fusion non-subsampled contourlet transform region segmentation infrared imaging
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工艺参数对激光粉末床熔融K418B高温合金显微缺陷和组织的影响
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作者 陈思远 杜大帆 +2 位作者 何林 熊良华 董安平 《航空材料学报》 北大核心 2026年第1期70-78,共9页
采用激光粉末床熔融(laser powder bed fusion,LPBF)技术制备K418B高温合金,利用光学显微镜、扫描电镜和硬度仪分析工艺参数激光功率(140~220 W)和扫描速度(600~1400 mm/s)对显微缺陷、致密度、微观组织及硬度的影响。结果表明,激光功... 采用激光粉末床熔融(laser powder bed fusion,LPBF)技术制备K418B高温合金,利用光学显微镜、扫描电镜和硬度仪分析工艺参数激光功率(140~220 W)和扫描速度(600~1400 mm/s)对显微缺陷、致密度、微观组织及硬度的影响。结果表明,激光功率和扫描速度均显著影响样品的相对密度与缺陷分布。低能量密度易产生不规则孔洞,高能量密度则易形成球形气孔与凝固裂纹;体积能量密度(volume energy density,VED)过低或过高都会降低致密度和性能。最佳工艺参数为激光功率180 W、扫描速度1400 mm/s,在该条件下样品致密度可达99.95%以上,表面缺陷少,仅有少量凝固裂纹,显微组织呈明显熔池边界和胞状结构,维氏硬度达366.8HV_(0.2)。微观组织观察显示,熔池边界处晶粒较粗大,内部可见细胞状柱状晶,局部连续跨越多个熔池,表现出快速凝固特征。硬度随VED先升后降,与孔隙含量及致密度变化一致。研究揭示热应力是裂纹产生的主要原因,为K418B合金LPBF成形的参数优化提供依据,对提升航空发动机关键部件制造质量具有工程应用价值。 展开更多
关键词 激光粉末床熔融 K418B 工艺参数 显微缺陷
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基于多维感知与智能算法的切丝工序流量全局控制模型
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作者 张翼 吴晓勇 +3 位作者 董伟华 黄瑞瑞 樊芮绮 金雅昭 《智能物联技术》 2026年第1期43-48,共6页
切丝工序是烟草行业生产的关键环节。其设备精度高、运行要求严格、工况复杂多变,导致实际生产实践面临多重技术瓶颈和管理痛点。不同阶段的烟叶流量存在匹配失衡的痛点,导致输送设备频繁启停,直接影响生产稳定性与产品质量。为优化切... 切丝工序是烟草行业生产的关键环节。其设备精度高、运行要求严格、工况复杂多变,导致实际生产实践面临多重技术瓶颈和管理痛点。不同阶段的烟叶流量存在匹配失衡的痛点,导致输送设备频繁启停,直接影响生产稳定性与产品质量。为优化切丝工序多阶段生产流量的协同动态匹配与智能调控效果,提出一种基于多维感知和智能算法的全局控制模型来实时监测切丝工序设备运行状态并优化切丝流量控制。通过实时采集和分析储叶柜出料流量、切丝喂料机料位长度、切丝工艺参数以及切丝流量等数据,融合运用机器学习、深度学习、运筹优化等算法,挖掘切丝工序复杂运行机理,实现关键运行参数的动态组合控制。应用实践表明,所提方法可显著减少因流量不匹配造成的设备停机次数;储叶柜至切丝喂料机段的每批次设备停机次数由27次降为1次以内,因烘丝段料满造成的每批次切丝设备停机次数由1次降至0次。该方法打破了不同设备与工序之间的孤岛效应,实现了全局控制策略优化与协同,进一步提升了烟草行业智能化生产和精细化管理水平。 展开更多
关键词 智能流程工业控制 多维感知 多算法融合 决策优化
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船舶交通管理系统关键技术研究综述
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作者 刘嘎 尹先明 +1 位作者 黄加顺 吴昊 《中国港湾建设》 2026年第2期27-31,共5页
船舶交通管理系统(VTS)是现代水上交通安全管理的核心基础设施,其技术水平直接影响航运业的运行效率和安全保障能力。基于2010-2025年间的学术文献与行业实践的研究表明:多传感信息融合、智能信息处理、通信与网络技术是VTS系统研究的... 船舶交通管理系统(VTS)是现代水上交通安全管理的核心基础设施,其技术水平直接影响航运业的运行效率和安全保障能力。基于2010-2025年间的学术文献与行业实践的研究表明:多传感信息融合、智能信息处理、通信与网络技术是VTS系统研究的关键领域,我国在VTS国产化装备研制方面取得突破,特别是在雷达传感器技术和多源信息融合算法方面表现突出,但也存在技术瓶颈,据此提出了建立智能感知、数字孪生、智能评估体系的VTS系统发展方向,并对未来技术发展趋势进行了展望,为VTS系统的研究和技术升级提供理论参考。 展开更多
关键词 船舶交通管理系统 多传感器信息融合 智能信息处理 通信网络
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厚壁聚乙烯管热熔焊接力学性能影响机制建模与仿真研究
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作者 王振超 项爱民 +4 位作者 刘乐 徐璐 尤启江 郄继春 张秋菊 《中国塑料》 北大核心 2026年第2期61-69,共9页
基于聚合物分子结晶动力学理论及分子链蠕动模型,揭示了高密度聚乙烯(HDPE)管热熔焊接的微观作用机理,并确立了焊接界面温度场时空演化规律为决定焊接力学性能的核心作用机制。将焊接界面温度场简化为二维传热模型,构建了焊接过程关键... 基于聚合物分子结晶动力学理论及分子链蠕动模型,揭示了高密度聚乙烯(HDPE)管热熔焊接的微观作用机理,并确立了焊接界面温度场时空演化规律为决定焊接力学性能的核心作用机制。将焊接界面温度场简化为二维传热模型,构建了焊接过程关键影响因素与温度场分布之间的定量关系模型。采用热工仿真软件,通过控制变量法系统研究了环境温度、风速及热源撤除时间等关键变量对热熔焊接界面温度场峰值温度和最低温度的定量影响规律。研究并提出了焊接界面作用力在温度场形成过程中的主导作用机制,同时揭示了熔体最高温度与界面最低温度之间的非线性耦合效应。此外,研究还发现了厚壁管温度场在动态演化过程中受环境因素影响而产生的温度梯度奇异现象。为厚壁聚乙烯管焊接工艺参数和环境因子优化提供了重要的理论支撑。 展开更多
关键词 聚乙烯管 热熔焊接 影响机制 工艺参数 环境因子 建模 仿真
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多传感器数据融合的风力机侧风状态评估
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作者 李勇博 刘珍 +2 位作者 汪建文 郑梦楠 刘鸿宇 《可再生能源》 北大核心 2026年第1期70-77,共8页
为了探索连续侧风过程中风力机叶片的应变特性,文章提出了一种多传感器数据融合的风力机侧风状态评估方法。该方法首先采用集合经验模态分解-复合多尺度排列熵-小波算法对风力机叶片应变信号进行联合降噪,再用核主成分分析(KPCA)对降噪... 为了探索连续侧风过程中风力机叶片的应变特性,文章提出了一种多传感器数据融合的风力机侧风状态评估方法。该方法首先采用集合经验模态分解-复合多尺度排列熵-小波算法对风力机叶片应变信号进行联合降噪,再用核主成分分析(KPCA)对降噪后的多组应变信号进行融合,将平方预测误差(SPE)统计量作为评估指标,有效划分风力机侧风状态。结果表明,所提方法对于非平稳风力机叶片应变信号降噪效果明显,能够准确反映连续侧风状态下的应变变化规律。此外,文章将KPCA和SPE统计量结合,对风力机侧风运行状态进行分类,对不同影响因素下的风力机侧风运行状态进行了分析。 展开更多
关键词 叶片应变 连续侧风过程 降噪处理 多传感器数据融合
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逐级特征融合的多阶段无人机跨视图匹配方法
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作者 王曼琳 朱修彬 +2 位作者 杨兰 李志武 胡星辰 《计算机科学与探索》 北大核心 2026年第3期840-852,共13页
为提升无人机在复杂环境中的自主定位能力,开展了面向跨视图图像匹配任务的有效定位方法研究。针对全球导航卫星系统(GNSS)在城市峡谷、密林遮挡等场景下定位易失效的问题,构建了一个多阶段、多特征融合的无人机与卫星图匹配框架。研究... 为提升无人机在复杂环境中的自主定位能力,开展了面向跨视图图像匹配任务的有效定位方法研究。针对全球导航卫星系统(GNSS)在城市峡谷、密林遮挡等场景下定位易失效的问题,构建了一个多阶段、多特征融合的无人机与卫星图匹配框架。研究中采用预训练语义分割网络对无人机图像中的建筑区域进行精确提取,并引入形态学处理策略以提升区域边界的完整性和连贯性。在图像匹配阶段,通过RGB色彩直方图的巴氏距离进行初步筛选,剔除明显不匹配的卫星图;利用SuperPoint提取细粒度特征点,并通过LightGlue完成端到端的局部特征匹配。整个流程设计遵循从一般属性到细节特征的逐级匹配思路,在兼顾效率的同时增强了对视角差异和背景干扰的鲁棒性。实验在University-1652数据集上进行,结果显示该方法在未使用任何训练图对的前提下,依然获得了优于多种传统方法、接近监督模型的匹配精度,并显著降低了计算开销。该研究为无人机在未知区域的实时定位任务提供了可靠支持,具备良好的实用性。 展开更多
关键词 无人机地理定位 跨视图匹配 语义分割 形态学处理 逐级特征融合
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2D Fusion Simulations and Experimental Confirmations of Print Paths Using Composite Particles with Particle Method for Fused Filament Fabrication
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作者 Yuto Imaeda Akira Todoroki +2 位作者 Ryosuke Matsuzaki Masahito Ueda Yoshiyasu Hirano 《Open Journal of Composite Materials》 CAS 2022年第4期111-130,共20页
Printing short fibre/thermoplastic composites using the fused filament fabrication method sometimes creates a gap between print paths. In this study, the two-dimensional moving particle semi-implicit method for liquid... Printing short fibre/thermoplastic composites using the fused filament fabrication method sometimes creates a gap between print paths. In this study, the two-dimensional moving particle semi-implicit method for liquid simulation was applied to simulate the print-path fusion process. The three-dimensional movement of the nozzle was simulated using the sliding motion of the nozzle. The method was applied to the printing of short carbon fibre/polyamide-6 composites, and the simulation results were compared with those of experiments. The simulated results of the cross-sectional configuration agreed well with the experimental results. This will enable the optimization of printing process parameters thus reducing the gap between print paths. 展开更多
关键词 Carbon Fiber Thermoplastic Resin Computational Modelling Short Carbon Fiber Three-Dimensional Printer fusion process
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A Simulation Study of Hierarchical Bayesian Fusion Spatial Small Area Model for Binary Outcome under Spatial Misalignment
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作者 Kindie Fentahun Muchie Anthony Kibira Wanjoya Samuel Musili Mwalili 《Open Journal of Statistics》 2021年第6期993-1009,共17页
<p> <span><span style="font-family:""><span style="font-family:Verdana;">Simulation (stochastic) methods are based on obtaining random samples </span><spa... <p> <span><span style="font-family:""><span style="font-family:Verdana;">Simulation (stochastic) methods are based on obtaining random samples </span><span style="color:#4F4F4F;font-family:Simsun;white-space:normal;background-color:#FFFFFF;"><span style="font-family:Verdana;">&theta;</span><sup><span style="font-family:Verdana;">5</span></sup></span><span style="font-family:Verdana;"></span><span style="font-family:Verdana;"> </span><span><span style="font-family:Verdana;"> </span><span><span style="font-family:Verdana;">from the desired distribution </span><em><span style="font-family:Verdana;">p</span></em><span style="font-family:Verdana;">(</span><span style="color:#4F4F4F;font-family:Verdana;white-space:normal;background-color:#FFFFFF;">&theta;</span><span style="font-family:Verdana;"></span><span style="font-family:Verdana;">)</span><span style="font-family:Verdana;"> </span><span style="font-family:Verdana;">and estimating the expectation of any </span></span><span><span style="font-family:Verdana;">function </span><em><span style="font-family:Verdana;">h</span></em><span style="font-family:Verdana;">(</span><span style="color:#4F4F4F;font-family:Verdana;white-space:normal;background-color:#FFFFFF;">&theta;</span><span style="font-family:Verdana;"></span><span style="font-family:Verdana;">)</span><span style="font-family:Verdana;">. Simulation methods can be used for high-dimensional dis</span></span><span style="font-family:Verdana;">tributions, and there are general algorithms which work for a wide variety of models. Markov chain Monte Carlo (MCMC) methods have been important </span><span style="font-family:Verdana;">in making Bayesian inference practical for generic hierarchical models in</span><span style="font-family:Verdana;"> small area estimation. Small area estimation is a method for producing reliable estimates for small areas. Model based Bayesian small area estimation methods are becoming popular for their ability to combine information from several sources as well as taking account of spatial prediction of spatial data. In this study, detailed simulation algorithm is given and the performance of a non-trivial extension of hierarchical Bayesian model for binary data under spatial misalignment is assessed. Both areal level and unit level latent processes were considered in modeling. The process models generated from the predictors were used to construct the basis so as to alleviate the problem of collinearity </span><span style="font-family:Verdana;">between the true predictor variables and the spatial random process. The</span><span style="font-family:Verdana;"> performance of the proposed model was assessed using MCMC simulation studies. The performance was evaluated with respect to root mean square error </span><span style="font-family:Verdana;">(RMSE), Mean absolute error (MAE) and coverage probability of corres</span><span style="font-family:Verdana;">ponding 95% CI of the estimate. The estimates from the proposed model perform better than the direct estimate.</span></span></span></span> </p> <p> <span></span> </p> 展开更多
关键词 Simulation Small Area Estimation Hierarchical Bayesian Spatial Misalign-ment fusion process
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