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Oil–water two-phase flow pattern analysis with ERT based measurement and multivariate maximum Lyapunov exponent 被引量:9
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作者 谭超 王娜娜 董峰 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第1期240-248,共9页
Oil–water two-phase flow patterns in a horizontal pipe are analyzed with a 16-electrode electrical resistance tomography(ERT) system. The measurement data of the ERT are treated as a multivariate time-series, thus th... Oil–water two-phase flow patterns in a horizontal pipe are analyzed with a 16-electrode electrical resistance tomography(ERT) system. The measurement data of the ERT are treated as a multivariate time-series, thus the information extracted from each electrode represents the local phase distribution and fraction change at that location. The multivariate maximum Lyapunov exponent(MMLE) is extracted from the 16-dimension time-series to demonstrate the change of flow pattern versus the superficial velocity ratio of oil to water. The correlation dimension of the multivariate time-series is further introduced to jointly characterize and finally separate the flow patterns with MMLE. The change of flow patterns with superficial oil velocity at different water superficial velocities is studied with MMLE and correlation dimension, respectively, and the flow pattern transition can also be characterized with these two features. The proposed MMLE and correlation dimension map could effectively separate the flow patterns, thus is an effective tool for flow pattern identification and transition analysis. 展开更多
关键词 oil-water two-phase flow flow patterns electrical resistance tomography (ERT) multivariate time-series multivariate maximum Lyapunov exponent correlation dimension
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Quality evaluation of layerlike backfilling and flow pattern of backfill slurry in stope 被引量:11
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作者 彭欣 李夕兵 +1 位作者 张钦礼 王新民 《Journal of Central South University of Technology》 EI 2007年第4期580-583,共4页
Stability condition and quality evaluation formula of layerlike backfilling roof,Q≥C,where Q denotes is quality index depending on allowable compressive or tensile strength and integrity of backfilling,and C is the t... Stability condition and quality evaluation formula of layerlike backfilling roof,Q≥C,where Q denotes is quality index depending on allowable compressive or tensile strength and integrity of backfilling,and C is the technical index depending on mining method and backfilling technology,were inferred according to simply supported beam theorem.Technical treatment measures for instable backfilling roof,including optimum of appropriate filling materials and dosage for excellent flow property and reduction of backfill cost.It is proved that slope equation of backfill slurry in a stope to be filled is y=hexp[x2/(2σ)2)],where h is height of cone and σ2 is mean square,and that optimum drainage point of backfill slurry can be determined by the equation and sizes of stope.Case study indicates that the results can give a theoretical support for quality evaluation and control of layerlike backfilling. 展开更多
关键词 layerlike backfilling quality evaluation flow pattern simply supported beam
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Flow pattern and pressure drop of gas-liquid two-phase swirl flow in a horizontal pipe 被引量:6
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作者 RAO Yong-chao DING Bo-yang +2 位作者 WANG Shu-li WANG Zi-wen ZHOU Shi-dong 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第9期2528-2542,共15页
The gas-liquid two-phase swirl flow can increase the gas-liquid two-phase contact area and enhance the heat and mass transfer efficiency between gas and liquid.The swirl flow has important practical application value ... The gas-liquid two-phase swirl flow can increase the gas-liquid two-phase contact area and enhance the heat and mass transfer efficiency between gas and liquid.The swirl flow has important practical application value for promoting gas hydrate formation and ensuring the flow safe of natural gas hydrate slurry.The experimental section was made of plexiglass pipe and the experimental medium was air and water.The flow pattern of the gas-liquid two-phase swirl flow in the horizontal pipe was divided,according to a high-definition camera and the overall characteristics of the gas-liquid interface.The flow pattern map of the gas-liquid two-phase swirl flow in a horizontal pipe was studied.The influence of the flow velocity and vane parameters on pressure drop was investigated.Two types of gas-liquid two-phase swirl flow pressure drop models was established.The homogeneous-phase and split-phase pressure drop models have good prediction on swirl bubble flow,swirl dispersed flow,swirl annular flow and swirl stratified flow,and the predictive error band is not more than 20%. 展开更多
关键词 swirl flow two-phase flow flow pattern swirl number pressure drop
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Application of time–frequency entropy from wake oscillation to gas–liquid flow pattern identification 被引量:6
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作者 HUANG Si-shi SUN Zhi-qiang +1 位作者 ZHOU Tian ZHOU Jie-min 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第7期1690-1700,共11页
Gas–liquid two-phase flow abounds in industrial processes and facilities. Identification of its flow pattern plays an essential role in the field of multiphase flow measurement. A bluff body was introduced in this s... Gas–liquid two-phase flow abounds in industrial processes and facilities. Identification of its flow pattern plays an essential role in the field of multiphase flow measurement. A bluff body was introduced in this study to recognize gas–liquid flow patterns by inducing fluid oscillation that enlarged differences between each flow pattern. Experiments with air–water mixtures were carried out in horizontal pipelines at ambient temperature and atmospheric pressure. Differential pressure signals from the bluff-body wake were obtained in bubble, bubble/plug transitional, plug, slug, and annular flows. Utilizing the adaptive ensemble empirical mode decomposition method and the Hilbert transform, the time–frequency entropy S of the differential pressure signals was obtained. By combining S and other flow parameters, such as the volumetric void fraction β, the dryness x, the ratio of density φ and the modified fluid coefficient ψ, a new flow pattern map was constructed which adopted S(1–x)φ and (1–β)ψ as the vertical and horizontal coordinates, respectively. The overall rate of classification of the map was verified to be 92.9% by the experimental data. It provides an effective and simple solution to the gas–liquid flow pattern identification problems. 展开更多
关键词 gas–liquid two-phase flow wake oscillation flow pattern map time–frequency entropy ensemble empirical mode decomposition Hilbert transform
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Structure and production fluid flow pattern of post-fracturing high-rank coal reservoir in Southern Qinshui Basin 被引量:4
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作者 刘世奇 桑树勋 +2 位作者 朱启朋 刘会虎 高贺凤 《Journal of Central South University》 SCIE EI CAS 2014年第10期3970-3982,共13页
Field geological work, field engineering monitoring, laboratory experiments and numerical simulation were used to study the development characteristics of pore-fracture system and hydraulic fracture of No.3 coal reser... Field geological work, field engineering monitoring, laboratory experiments and numerical simulation were used to study the development characteristics of pore-fracture system and hydraulic fracture of No.3 coal reservoir in Southern Qinshui Basin. Flow patterns of methane and water in pore-fracture system and hydraulic fracture were discussed by using limit method and average method. Based on the structure model and flow pattern of post-fracturing high-rank coal reservoir, flow patterns of methane and water were established. Results show that seepage pattern of methane in pore-fracture system is linked with pore diameter, fracture width, coal bed pressure and flow velocity. While in hydraulic fracture, it is controlled by fracture height, pressure and flow velocity. Seepage pattern of water in pore-fracture system is linked with pore diameter, fracture width and flow velocity. While in hydraulic fracture, it is controlled by fracture height and flow velocity. Pores and fractures in different sizes are linked up by ultramicroscopic fissures, micro-fissures and hydraulic fracture. In post-fracturing high-rank coal reservoir, methane has level-three flow and gets through triple medium to the wellbore; and water passes mainly through double medium to the wellbore which is level-two flow. 展开更多
关键词 flow pattern structure model high-rank coal reservoir hydraulic fracture Southern Qinshui Basin
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An adaptive electrical resistance tomography sensor with flow pattern recognition capability 被引量:4
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作者 WANG Pai LI Yang-bo +2 位作者 WANG Mei QIN Xue-bin LIU Lang 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第3期612-622,共11页
The all traditional electrical resistance tomography (ERT) sensors have a static structure, which cannot satisfy the intelligent requirements for adaptive optimization to ERT sensors that is subject to flow pattern ch... The all traditional electrical resistance tomography (ERT) sensors have a static structure, which cannot satisfy the intelligent requirements for adaptive optimization to ERT sensors that is subject to flow pattern changes during the real-time detection of two-phase flow. In view of this problem, an adaptive ERT sensor with a dynamic structure is proposed. The electrodes of the ERT sensor are arranged in an array structure, the flow pattern recognition technique is introduced into the ERT sensor design and accordingly an ERT flow pattern recognition method based on signal sparsity is proposed. This method uses the sparse representation of the signal to express the sampling voltage of the ERT system as a sparse combination and find its sparse solution to achieve the classification of different flow patterns. With the introduction of flow identification information, the sensor has an intelligent function of adaptively and dynamically adapting the sensor structure according to the real-time flow pattern change. The experimental results show that the sensor can automatically identify four typical flow patterns: core flow, bubble flow, laminar flow and circulation flow with recognition rates of 91%, 93%, 90% and 88% respectively. For different flow patterns, the dynamically optimized sensor can significantly improve the quality of ERT image reconstruction. 展开更多
关键词 electrical resistance tomography adaptive sensor sparse representation flow pattern identification
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Numerical investigation of flow pattern and components of three-dimensional velocity around a submerged T-shaped spur dike in a 90° bend 被引量:3
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作者 Mohammad Vaghefi Yaser Safarpoor Maryam Akbari 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第11期2984-2998,共15页
Spur dike is one of the river training structures. This work presented a numerical simulation of flow field and three-dimensional velocity around a T-shaped spur dike located in bend using SSIIM model. The main object... Spur dike is one of the river training structures. This work presented a numerical simulation of flow field and three-dimensional velocity around a T-shaped spur dike located in bend using SSIIM model. The main objective of this work is to investigate the three-dimensional velocities and streamlines at transverse and longitudinal sections and plan views around the T-shaped spur dike in different submergence ratios(0, 5%, 15%, 25% and 50%). It is concluded that by increasing the submergence ratio from 5% to 50%, the maximum of scour is reduced; the maximum of longitudinal velocity increases by 7.7% and occurs at the water surface in spur dike axis. Near the bed, the maximum of vertical velocity occurs at the end of spur wing. By analyzing the streamlines at transverse sections, the followings were deduced for different submergence ratios: different dimensions and different positions of vortices around the spur dike. 展开更多
关键词 T-shaped spur dike flow pattern submergence ratio SSIIM model
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Field synergy analysis of different flow patterns in falling-film dehumidification system with horizontal pipes 被引量:1
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作者 NIU Run-ping KUANG Da-qing +1 位作者 WANG Shi-zheng CHEN Xiao-yi 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第8期2353-2366,共14页
Effects of the flow pattern of intertubular liquid film on mass and heat transfer synergies in a falling-film dehumidification system with horizontal pipes are studied.A flow model of the dehumidifying solution betwee... Effects of the flow pattern of intertubular liquid film on mass and heat transfer synergies in a falling-film dehumidification system with horizontal pipes are studied.A flow model of the dehumidifying solution between horizontal pipes is established using Fluent software,the rule of transitions of the flow pattern between pipes is studied,critical Reynolds numbers of flow pattern transitions are obtained,and the accuracy of the model is verified by experiments.The mass transfer synergy angle and heat transfer synergy angle are respectively used as evaluation criteria for the mass transfer synergy and heat transfer synergy,and distribution laws of the synergy angles for droplet,droplet columnar and curtain flow patterns are obtained.Simulation results show that the mass transfer synergy angles corresponding to droplet,droplet columnar and curtain flow patterns all rise to a plateau with time.The mean mass-transfer synergy angle is 98°for the droplet flow pattern,higher than 96.5°for the droplet columnar flow pattern and 95°for the curtain flow pattern.The results show that the mass transfer synergy of the droplet flow pattern is better than that of the droplet columnar flow pattern and that of the curtain flow pattern. 展开更多
关键词 film falling between horizontal pipes fluent software flow pattern of liquid film synergy angle mass and heat transfer
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Cavity Flow Pattern Design for Supercaviting Torpedo
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作者 裴譞 张宇文 +1 位作者 袁绪龙 邓飞 《Defence Technology(防务技术)》 SCIE EI CAS 2010年第4期262-268,共7页
The flow pattern design of supercaviting torpedo,like the shape design of conventional bedewed torpedo,occupies an important position in torpedo system design.In this paper,the flow pattern design issues were studied ... The flow pattern design of supercaviting torpedo,like the shape design of conventional bedewed torpedo,occupies an important position in torpedo system design.In this paper,the flow pattern design issues were studied systematically.A set of design criteria and main design requirements were proposed,and the design method and procedure were established.Moreover,the determination method of necessary parameters of cavitator and ventilated system for desired cavity flow pattern was given.Considered the speed and pressure disturbances in the torpedo navigation,a concept named margin design was proposed to solve the supercavitation deformation and instability caused by the disturbances. 展开更多
关键词 HYDRODYNAMICS supercaviting torpedo flow pattern design criterion design method design margin
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Dynamic enhanced multi-slice spiral CT in evaluation of blood flow patterns of solitary pulmonary nodules with enhancement 被引量:4
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作者 LIShenjiang XIAOXiangsheng +5 位作者 LIUShiyuan LIHuimin LIChengzhou ZHANGChenshi TAOZhiwei YANGChunshan 《中国肺癌杂志》 CAS 2004年第6期520-525,共6页
Objective To investigate the methods of dynamic enhanced multi-slice spiral CT in evaluation of blood flow patterns of solitary pulmonary nodules (SPNs) with enhancement. Methods Seventy-eight patients with SPNs (≤4 ... Objective To investigate the methods of dynamic enhanced multi-slice spiral CT in evaluation of blood flow patterns of solitary pulmonary nodules (SPNs) with enhancement. Methods Seventy-eight patients with SPNs (≤4 cm) with strong enhancement underwent dynamic multi-slice spiral CT (Marconi Mx8000) scan before and after contrast enhancement by injecting contrast material with a rate of 4 mL/s. For the 40 patients in protocol one, one scan was obtained every 2 seconds during 15--45 and 75--105 seconds after injection, while for the 38 patients in protocol two, one scan was obtained every 2 seconds during 11--41 and 71--101 seconds. For all the patients, one scan was obtained every 30 seconds during 2--9 minutes. The section thickness was 2.5 mm for lesions ≤3 cm and 5 mm for lesions >3 cm. Standard algorithm was used in the image reconstruction. Precontrast and postcontrast attenuation on every scan was recorded. The perfusion, peak height, ratio of peak height of the SPN to that of the aorta and mean transit time were calculated. Results The peak height, perfusion, ratio of peak height of the SPN to that of the aorta and mean transit time in malignant SPNs were 34.85 Hu±10.87 Hu, 30.37 ml/(min·100 g)±11.14 ml/(min·100 g), 13.78%± 3.96% , 14.19 s±6.19 s respectively in protocol one, while those in protocol two were 36.62 Hu±10.75 Hu, 30.01 ml/(min·100 g)±8.10 ml/(min·100 g), 14.70 %±4.71%, 13.91 s±4.82 s respectively. No statistically significant differences were found between the peak height (t= 0.673, P=0.503), perfusion (t= 0.152 , P=0.880), ratio of peak height of the SPN to that of the aorta (t= 0.861, P=0.393) and mean transit time (t= 0.199, P=0.843) in malignant SPNs measured in protocol one and those measured in protocol two. All mean transit time in protocol two (36/36) were obtained, but only part of them (25/32) were obtained in protocol one. Conclusion Dynamic enhanced multi-slice spiral CT is a non-invasive method for quantitative evaluation of blood flow patterns of SPNs with enhancement and scans beginning at 11 seconds after injection of contrast material is suggested. 展开更多
关键词 显微镜 血流动力学 螺旋CT 肺部结节
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隔板竖缝式鱼道池室水流条件模型试验研究 被引量:2
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作者 郭超 赵凯 +1 位作者 刘菁 胡彧元 《中国农村水利水电》 北大核心 2025年第2期25-30,共6页
鱼道能够帮助洄游鱼类上下行通过大坝等障碍物,顺利到达繁殖地、索饵场等,完成鱼类生殖洄游过程。隔板竖缝式鱼道是国内常见的鱼道形式,依托了某航运枢纽工程隔板竖缝式鱼道进行了该类型鱼道池室水流条件模型试验研究。该鱼道最大设计... 鱼道能够帮助洄游鱼类上下行通过大坝等障碍物,顺利到达繁殖地、索饵场等,完成鱼类生殖洄游过程。隔板竖缝式鱼道是国内常见的鱼道形式,依托了某航运枢纽工程隔板竖缝式鱼道进行了该类型鱼道池室水流条件模型试验研究。该鱼道最大设计运行水头6.8 m,主要过鱼对象为四大家鱼。鱼道设计流速为0.8~1.0 m/s。鱼道普通池长3.6m,净宽3.0 m,隔板竖缝宽度0.45 m,采用“L”型隔板型式。直段休息池长度增加为9.0 m,鱼道宽度及隔板型式不变。普通池室纵坡为1∶80,休息池纵坡为0。鱼道池室设计水深为2.0 m。通过建立1∶5的大比尺鱼道局部水工物理模型,采用旋桨流速仪对不同布置方案下的鱼道竖缝流速进行了测量,采用ADV(多普勒流速仪)和PIV(粒子图像测速仪)等多种流速测量技术手段,对不同布置方案下的鱼道池室内水流流速及流态进行了分析。物理模型中悬桨流速仪实测鱼道隔板竖缝最大流速为0.95 m/s,小于本鱼道最大设计流速,实测鱼道最大流量为0.69 m^(3)/s。ADV和PIV实测池室内最大流速值位于隔板竖缝主流中心,约为0.94 m/s。池室竖缝出流流向明确,竖缝出口附近最大流速约为0.6 m/s,水流主流在池室内成相对较缓的“S”形流线。上溯鱼类通过竖缝进入池室后,有明确的水流引导鱼类沿主流进入池室左侧进行休息调整。在已建立的1∶5的鱼道局部物理模型上进行放鱼试验,观察到鱼类在池室内顶着主流方向以冲刺的方式向上游动通过竖缝。当鱼类上溯疲劳时,停留在休息池隔板下游侧的低流速回流区进行休息,整体而言上溯过程顺利,说明在现布置条件下,鱼道池室和竖缝尺寸、普通池室和休息池底坡的设计合理。 展开更多
关键词 鱼道 隔板竖缝式 池室 物理模型试验 水流流态
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泡排井地面集气管流特性模拟实验 被引量:1
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作者 孙杰 崔淑云 +4 位作者 冯永振 张家伟 邓家岳 阎晓雨 KARIMOV Rinat M 《西安石油大学学报(自然科学版)》 北大核心 2025年第1期79-89,共11页
泡排采气工艺因经济高效、施工便捷等优势在国内外各大气田应用广泛,在众多排水采气工艺中扮演主力军角色。为准确揭示泡排井集气管流流型、压降规律及泡沫稳定性,设计加工了一套泡排井集气管流特性模拟实验装置,以含聚合物的气井地层... 泡排采气工艺因经济高效、施工便捷等优势在国内外各大气田应用广泛,在众多排水采气工艺中扮演主力军角色。为准确揭示泡排井集气管流流型、压降规律及泡沫稳定性,设计加工了一套泡排井集气管流特性模拟实验装置,以含聚合物的气井地层水为介质对其进行可靠性验证。实验选用UT-5D型起泡剂,在气液比0.55~137.42范围内,测试分析起泡剂浓度、起始温度、管径等7个因素影响下的气-液-泡沫多相管流流型、阻力特性及泡沫稳定性。基于相关性和多元回归分析方法,揭示了泡沫高度、压力梯度与各因素的内在关系。结果表明:随气液比增加,管内依次出现液-泡沫分层流、气-泡沫段塞流、气-泡沫波动流、气-泡沫分层流4种流型;气液比、起泡剂浓度和管长对压力梯度和泡沫高度影响显著,其余因素影响均较小,不同因素影响泡沫高度和压降的显著性强弱分别为气液比>起泡剂浓度>管长>温度>弯管>聚合物>管壁粗糙度>管径、气液比>起泡剂浓度>管长>管径>管壁粗糙度>温度>弯管>聚合物;泡沫高度、压力梯度与气液比均表现为强负相关,上述研究可为泡排采气工艺参数优化提供指导。 展开更多
关键词 泡排采气 多相流动 流型 阻力特性 泡沫稳定性
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含CO_(2)井筒多相流计算流体力学模拟及流型智能判别方法
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作者 张宝 陈兰 +4 位作者 崔航波 何剑锋 邓鹏 秦雪 鞠成才 《钻采工艺》 北大核心 2025年第5期49-57,共9页
针对CO_(2)驱油井井筒多相流动型态识别难题,该研究构建了计算流体力学模拟与多层感知机结合的智能判别方法。基于计算流体力学模拟了多种工况下含CO_(2)井筒流体的流型演化,获得泡状流、段塞流、过渡流及环雾流的气相分布特征,并构建了... 针对CO_(2)驱油井井筒多相流动型态识别难题,该研究构建了计算流体力学模拟与多层感知机结合的智能判别方法。基于计算流体力学模拟了多种工况下含CO_(2)井筒流体的流型演化,获得泡状流、段塞流、过渡流及环雾流的气相分布特征,并构建了503组仿真数据集。基于构建的仿真数据对多层感知机模型进行训练,并结合贝叶斯优化算法优化超参数,实现了对CO_(2)驱油井井筒内复杂流动型态的高效判别。验证结果表明,该“物理—数据”融合方法的整体流型判别符合率超过90%,较传统阿济兹方法(64.81%)和丹斯-若斯方法(41.34%)显著提升。研究进一步表明,该模型通过学习气液相密度、表观流速等多维特征,能自适应刻画井筒内多相流的流型变化,为气举参数动态优化提供了技术支撑。该方法有效克服了传统经验模型的局限,为CO_(2)驱油井的动态优化提供了技术支持。 展开更多
关键词 含CO_(2)油井 多相流动 计算流体力学 多层感知机 流型智能判别
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基于VOF模型的真空引水罐内流动特性
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作者 王欢 赵睿杰 +2 位作者 李红 杨帆 潘绪伟 《排灌机械工程学报》 北大核心 2025年第1期74-79,共6页
为解决真空引水罐出口气体流出问题,探究罐内气液两相流动机理,基于RNG k-ε湍流模型和VOF模型对真空引水罐进行计算,对不同初始状态下真空引水罐内的气液两相交界面形态、出口管气体流出量以及出口管内流动状态进行分析,讨论了真空引... 为解决真空引水罐出口气体流出问题,探究罐内气液两相流动机理,基于RNG k-ε湍流模型和VOF模型对真空引水罐进行计算,对不同初始状态下真空引水罐内的气液两相交界面形态、出口管气体流出量以及出口管内流动状态进行分析,讨论了真空引水罐内初始状态对罐内流场的影响,总结了罐内水位对内部流场及出口管的作用关系.结果显示:当初始水位远高于进水管时会大幅优化真空引水罐内流场;与原初始水位相比,罐内气液两相交界面的交互作用减少;气体流出量体积分数峰值从最初的6.916%降至0.106%,平均值从3.442%降至0.027%;出口管流态得到明显改善,顶部低压区域减少.研究结果表明初始水位的变化会影响真空引水罐内流场特性、气体流出量及出口管流态,为深入认识真空引水罐内部流动及真空引水罐的设计提供了数据支撑. 展开更多
关键词 引水罐 流体体积模型 罐内水位 罐内流场 出口流态
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基于Stacking模型堆叠的膏体充填配合比智能回归研究
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作者 李刚 乔登攀 杨天雨 《有色金属(中英文)》 北大核心 2025年第9期1619-1630,共12页
膏体充填物料性能是膏体充填技术研究的重要内容,开展膏体物料配合比研究对膏体充填效率以及矿山安全生产具有重要意义。本文有效融合多种人工智能优势算法,基于两层集成学习架构,对膏体充填配合比预测模型的构建及性能优化问题开展了... 膏体充填物料性能是膏体充填技术研究的重要内容,开展膏体物料配合比研究对膏体充填效率以及矿山安全生产具有重要意义。本文有效融合多种人工智能优势算法,基于两层集成学习架构,对膏体充填配合比预测模型的构建及性能优化问题开展了研究分析,提出了一种基于Stacking模型堆叠的机器学习智能回归模型,通过多矿山膏体充填配合比专用数据集进行训练及测试,并对预测模型特征重要性进行了实验及分析。结果表明,经Stacking模型堆叠后,膏体强度、流态、流变三个多因素回归预测模型的性能均有显著提升,其预测精度和拟合能力上较单一基学习器具有更优的表现。因此,提出的Stacking堆叠模型可精确预测膏体不同龄期强度、塌落度、扩展度、屈服应力与塑性黏度等,验证了模型在膏体充填配比方面具有适用性和可靠性,为矿山膏体充填配合比提供理论依据,具有一定的实际工程应用意义。 展开更多
关键词 膏体充填 集成机器学习 充填体强度 膏体流态 膏体流变
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蝶阀引发管路系统振动机理及抑制措施
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作者 王汀 彰金宝 +7 位作者 翟鹏程 谢天 李毅刚 王耀文 穆祺伟 于龙文 邵建林 刘观伟 《热力发电》 北大核心 2025年第7期118-126,共9页
蝶阀在工业领域应用广泛,在某些工况,蝶阀内会产生较强的不稳定流动并引发管路系统振动。以某600 MW供热机组中低压连通管为研究对象,通过电厂实测与定常数值模拟相结合的方法揭示蝶阀内产生不稳定流动并导致连通管振动的机理。在此基础... 蝶阀在工业领域应用广泛,在某些工况,蝶阀内会产生较强的不稳定流动并引发管路系统振动。以某600 MW供热机组中低压连通管为研究对象,通过电厂实测与定常数值模拟相结合的方法揭示蝶阀内产生不稳定流动并导致连通管振动的机理。在此基础上,基于流型优化,设计了一种阀板加导流结构的新型蝶阀,并对原蝶阀和优化蝶阀进行振动最大工况的非定常数值模拟。结果表明,阀板加装导流结构后使大部分蒸汽主流沿低压缸进汽管中部流动,可有效减弱不稳定流动产生的激励力,抑制连通管振动。提出的新型蝶阀可应用于抑制存在蝶阀小开度工况管路系统的振动。 展开更多
关键词 蝶阀 管路系统 振动机理 流型优化 振动抑制
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两相流实验智能化升级及教学研究
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作者 李辉 吕卓然 +3 位作者 符泰然 霍雨佳 许兆峰 陆规 《实验技术与管理》 北大核心 2025年第3期174-180,共7页
两相流热工参数测量是能源动力学科一项重要的教学内容,可视化实验系统能够帮助学生直观认识两相流基本现象、流型及其演化规律,在流体力学、传热学及多相流教学中具有重要作用。该文根据两相流实验教学需求,结合最新的人工智能及数字... 两相流热工参数测量是能源动力学科一项重要的教学内容,可视化实验系统能够帮助学生直观认识两相流基本现象、流型及其演化规律,在流体力学、传热学及多相流教学中具有重要作用。该文根据两相流实验教学需求,结合最新的人工智能及数字孪生技术,在原先开发的数字化两相流流型演示实验系统基础上做了智能化升级,采用小波分析和灰度直方图分析两种特征向量提取方法,以及特征向量法及卷积神经网络直接图像识别法这两种智能算法用于识别两相流流型,拓展了实验台功能,丰富了教学内容,实现了多学科交叉融合。该文开发的基于人工智能算法的流型识别方法,也为目前两相流含气率测量无法兼顾精度和效率的瓶颈问题提出了新的解决思路。 展开更多
关键词 气液两相流 流型识别 含气率 人工神经网络 特征提取
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烧结矿竖冷炉内物料流动的优化
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作者 李海峰 祁腾飞 +1 位作者 张永杰 邹宗树 《东北大学学报(自然科学版)》 北大核心 2025年第1期44-51,60,共9页
为改善梅钢竖冷炉内物料流动,提出了边缘-中心混合布料的优化措施,并使用离散单元法分析该措施对竖冷炉内的物料速度分布以及运动流型的改善效果.结果表明,边缘-中心混合布料能够将颗粒速度分布,从现有中间单一布料方式的边缘区速度较... 为改善梅钢竖冷炉内物料流动,提出了边缘-中心混合布料的优化措施,并使用离散单元法分析该措施对竖冷炉内的物料速度分布以及运动流型的改善效果.结果表明,边缘-中心混合布料能够将颗粒速度分布,从现有中间单一布料方式的边缘区速度较小而中间区和中心区速度较大,改为边缘区和中心区速度较大,而中间区速度较小;同时将物料运动流型从原来的“U”型变为“—”型;并将颗粒下移的最小整体流指数,从原来的0.645增加至0.762,从而提高炉内物料流动的“整体流”程度.但该布料方式也会造成中间区大颗粒偏析严重.可尝试调整边缘和中心下料管的相对高度,以平衡物料流动的改善和偏析的增加. 展开更多
关键词 竖冷炉 烧结矿 流型 整体流 离散单元法
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活塞冷却油腔两相流起振流态可视化试验
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作者 邓晰文 王金昆 +1 位作者 雷基林 谢光义 《机械设计与制造》 北大核心 2025年第10期50-54,共5页
为研究活塞冷却油腔内两相流流动特性,对液相起振流动过程进行了可视化详细分析,并研究了不同粘度溶液对起振流态的影响。试验结果表明:两相流起振现象发生时,液体运动表现为沿着左右壁面向顶面爬高,并在顶面填充产生一定宽度的液面,随... 为研究活塞冷却油腔内两相流流动特性,对液相起振流动过程进行了可视化详细分析,并研究了不同粘度溶液对起振流态的影响。试验结果表明:两相流起振现象发生时,液体运动表现为沿着左右壁面向顶面爬高,并在顶面填充产生一定宽度的液面,随后液体呈弧射状海啸波沿顶面而回落,并在回落完成后在底部液面产生少许气泡的过程。随着溶液粘度的增加,起振现象减弱,液体沿顶面填充的液面变窄,延伸距离缩短。转速超过94rpm时,运动能量逐渐使溶液分子间吸附力作用消失。随着溶液粘度的增加,流动发生时,流层之间摩擦阻力增大,流体分子紊乱的能力越困难,雷诺数越小;随着溶液粘度的减小,雷诺数受转速的影响就越大。 展开更多
关键词 活塞 冷却油腔 两相流 振荡 溶液粘度 流态分析
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浸没系统两相流致压力脉动特性数值分析
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作者 袁志成 陈利民 +1 位作者 叶天明 曾令杰 《力学学报》 北大核心 2025年第10期2297-2307,共11页
浸没系统通过在投影物镜与硅片之间维持稳定的液体环境,成为浸没式光刻机实现更高分辨率光刻的关键组成部分.为了保证浸没流场的均一和稳定,浸没系统必须依赖负压抽排实现浸没流场的动态密封.然而,气-液两相抽排会引起严重的流致振动问... 浸没系统通过在投影物镜与硅片之间维持稳定的液体环境,成为浸没式光刻机实现更高分辨率光刻的关键组成部分.为了保证浸没流场的均一和稳定,浸没系统必须依赖负压抽排实现浸没流场的动态密封.然而,气-液两相抽排会引起严重的流致振动问题,从而影响双工作台的运动精度,导致曝光线条堆叠和交错等缺陷.针对浸没系统两相抽排亚毫米管道,建立气-液“对冲”流动物理模型.借助开源软件OpenFOAM对管内流型和流致压力脉动特性进行数值分析.研究结果表明,气-液“对冲”流动在回收管底端碰撞交汇形成涡流区,进而诱发管内气-液界面失稳和两相压力脉动.该两相压力脉动特性近似为白噪声,为多个正弦波分量与宽频带白噪声叠加.此外,气密封速度、硅片表面润湿特性和曝光扫描速度对气-液界面流型及管内压力波动特性影响较大.尤其当后退接触角约为65°时,两相界面较为稳定,两相压力脉动可以得到有效抑制.本研究从机理上揭示了浸没系统振动产生的根源,为浸没头结构优化和工艺参数调节提供了理论依据与技术支撑,对提升浸没式光刻机的性能和良品率具有重要工程价值. 展开更多
关键词 浸没式光刻 负压抽排 两相流型 流致振动
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