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Effects of Boundary Layer Suction on Aerodynamic Performance in a High-load Compressor Cascade 被引量:10
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作者 郭爽 陈绍文 +2 位作者 宋彦萍 宋宇飞 陈浮 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2010年第2期179-186,共8页
This article is aimed to experimentally validate the beneficial effects of boundary layer suction on improving the aerodynamic performance of a compressor cascade with a large camber angle. The flow field of the casca... This article is aimed to experimentally validate the beneficial effects of boundary layer suction on improving the aerodynamic performance of a compressor cascade with a large camber angle. The flow field of the cascade is measured and the ink-trace flow visualization is also presented. The experimental results show that the boundary layer suction reduces losses near the area of rnidspan in the cascade most effectively for all suction cases under test. Losses of the endwall could remarkably decrease only when the suction is at the position where the boundary layer has separated but still not departed far away from the blade surface. It is evidenced that the higher suction flow rate and the suction position closer to the trailing edge result in greater reduction in losses and the maximum reduction in the total pressure loss accounts to 16.5% for all cases. The suction position plays a greater role in affecting the total pressure loss than the suction flow rate does. 展开更多
关键词 TURBOMACHINERY boundary layer suction high-load diffusion cascade experimental investigation
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Procedure for determining the number of thermal diffusion columns in square cascade for separation of Ne stable isotopes
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作者 Fatemeh Mansourzadeh Mohammad Mahdi Shadman +1 位作者 Javad Karimi Sabet Valiyollah Ghazanfari 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2023年第5期47-55,共9页
The thermal diffusion column represents one method of separating stable isotopes.This method is advantageous for smallscale operations because of the simplicity of the apparatus and small inventory,especially in gas-p... The thermal diffusion column represents one method of separating stable isotopes.This method is advantageous for smallscale operations because of the simplicity of the apparatus and small inventory,especially in gas-phase operations.Consequently,it has attracted attention for its applicability in tritium and noble gas separation systems.In this study,the R cascade was used to design and determine the number of columns.A square cascade was adopted for the final design because of its flexibility,and calculations were performed to separate 20Ne and 22Ne isotopes.All the R cascades that enriched the Ne isotopes by more than 99%were investigated,the number of columns was determined,and the square cascade parameters were optimized using the specified columns.Additionally,a calculation code“RSQ_CASCADE”was developed.A unit separation factor of three was considered,and the number of studied stages ranged from 10 to 20.The results showed that the column separation power,relative total flow rate,and required number of columns were linearly related to the number of stages.The separation power and relative total flow decreased and the number of columns increased as the stage number increased.Therefore,a cascade of 85 columns is recommended to separate the stable Ne isotopes.These calculations yielded a 17-stage square cascade with five columns in each stage.By changing the stage cut,feed point,and cascade feed flow rate,the best parameters for the square cascade were determined according to the cascade and column separation powers.As the column separation power had a maximum value in cascade feed 50,it was selected for separating Ne isotopes. 展开更多
关键词 Stable isotope Thermal diffusion cascade SEPARATION NEON
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Influence Maximization for Cascade Model with Diffusion Decay in Social Networks
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作者 Zhijian Zhang Hong Wu +2 位作者 Kun Yue Jin Li Weiyi Liu 《国际计算机前沿大会会议论文集》 2016年第1期106-108,共3页
Maximizing the spread of influence is to select a set of seeds with specified size to maximize the spread of influence under a certain diffusion model in a social network. In the actual spread process, the activated p... Maximizing the spread of influence is to select a set of seeds with specified size to maximize the spread of influence under a certain diffusion model in a social network. In the actual spread process, the activated probability of node increases with its newly increasing activated neighbors, which also decreases with time. In this paper, we focus on the problem that selects k seeds based on the cascade model with diffusion decay to maximize the spread of influence in social networks. First, we extend the independent cascade model to incorporate the diffusion decay factor, called as the cascade model with diffusion decay and abbreviated as CMDD. Then, we discuss the objective function of maximizing the spread of influence under the CMDD, which is NP-hard. We further prove the monotonicity and submodularity of this objective function. Finally, we use the greedy algorithm to approximate the optimal result with the ration of 1 ? 1/e. 展开更多
关键词 Social networks INFLUENCE MAXIMIZATION cascade model diffusion DECAY SUBMODULARITY GREEDY algorithm
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A combined application of micro-vortex generator and boundary layer suction in a high-load compressor cascade 被引量:15
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作者 Shan MA Wuli CHU +2 位作者 Haoguang ZHANG Xiangjun LI Haiyang KUANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2019年第5期1171-1183,共13页
In the current study, the effects of a combined application between micro-vortex generator and boundary layer suction on the flow characteristics of a high-load compressor cascade are investigated. The micro-vortex ge... In the current study, the effects of a combined application between micro-vortex generator and boundary layer suction on the flow characteristics of a high-load compressor cascade are investigated. The micro-vortex generator with a special configuration and the longitudinal suction slot are adopted. The calculated results show that a reverse flow region, which is considered the main reason for occurring stall at 7.9° incidence, grows and collapses rapidly near the leading edge and leads to two critical points occurring on the end-wall with the increasing incidence in the baseline. As the micro-vortex generator is introduced in the baseline cascade, the corner separation is switched to a trailing edge separation by the thrust from the induced vortex. Meanwhile, the occurrence of failure is delayed due to the mixed low energy fluid and main flow. The synergistic effects between the micro-vortex generator and the boundary layer suction on the performance of the cascade are superior to the baseline at all the incidence conditions before the occurrence of failure, and the sudden deterioration of the cascade occurs at 10.3° incidence. The optimal results show that the farther upstream suction position, the lower total pressure loss of the cascade with vortex generator at the near stall condition. Moreover, the induced vortex with a leg can migrate the accumulated low energy fluid backward to delay the occurrence of stall. 展开更多
关键词 Boundary layer SUCTION Flow control strategies high-load COMPRESSOR cascade Numerical simulations VORTEX generators
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基于跨模态级联扩散模型的图像描述方法
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作者 陈巧红 郭孟浩 +1 位作者 方贤 孙麒 《浙江大学学报(工学版)》 北大核心 2025年第4期787-794,共8页
现有文本扩散模型方法无法有效根据语义条件控制扩散过程,扩散模型训练过程的收敛较为困难,为此提出基于跨模态级联扩散模型的非自回归图像描述方法.引入跨模态语义对齐模块用于对齐视觉模态和文本模态之间的语义关系,将对齐后的语义特... 现有文本扩散模型方法无法有效根据语义条件控制扩散过程,扩散模型训练过程的收敛较为困难,为此提出基于跨模态级联扩散模型的非自回归图像描述方法.引入跨模态语义对齐模块用于对齐视觉模态和文本模态之间的语义关系,将对齐后的语义特征向量作为后续扩散模型的语义条件.通过设计级联式的扩散模型逐步引入丰富的语义信息,确保生成的图像描述贴近整体语境.增强文本扩散过程中的噪声计划以提升模型对文本信息的敏感性,充分训练模型以增强模型的整体性能.实验结果表明,所提方法能够生成比传统图像描述生成方法更准确和丰富的文本描述.所提方法在各项评价指标上均明显优于其他非自回归文本生成方法,展现了在图像描述任务中使用扩散模型的有效性和潜力. 展开更多
关键词 深度学习 图像描述 扩散模型 多模态编码器 级联结构
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科学推文的文本属性特征及其对科学论文的级联演化趋势分析
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作者 曹仁猛 许小可 王贤文 《情报学报》 北大核心 2025年第10期1259-1271,共13页
科学推文是科学论文在社交媒体上的重要传播载体,揭示科学推文的文本属性特征对科学论文传播效果的影响,可以帮助科学传播者优化传播策略,提高科学信息的传播范围,促进学术交流与公众参与。本文基于5万余篇论文和40万条科学推文的研究样... 科学推文是科学论文在社交媒体上的重要传播载体,揭示科学推文的文本属性特征对科学论文传播效果的影响,可以帮助科学传播者优化传播策略,提高科学信息的传播范围,促进学术交流与公众参与。本文基于5万余篇论文和40万条科学推文的研究样本,从推文文本内容、多媒体信息和表情符号3个维度,分析了不同文本属性特征的科学推文的级联演化趋势。研究发现,将论文亮点的内容作为推文文本,以及在推文中加入图片、视频和表情符号等视觉元素,能够显著增强科学论文的传播范围。这种效果不仅在传播初期得到体现,而且在后续传播中得到进一步增强,形成“强者愈强”的传播趋势,即级联马太效应。本文将计算传播视角引入altmetrics研究中,能够帮助研究者更深入、全面地理解科学论文在社交媒体上的传播过程和模式,从而揭示科学论文传播背后的机制。 展开更多
关键词 altmetrics 级联传播 科学推文 传播效果
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用于蒙特卡罗屏蔽深穿透计算的弥散源级联降方差方法研究
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作者 王雪晴 吕焕文 杨洪润 《核动力工程》 北大核心 2025年第4期42-48,共7页
提出了一种用于蒙特卡罗屏蔽深穿透计算的弥散源级联降方差方法。该方法的核心思想是通过多层局部相空间的响应关系级联获取全局的降方差参数分布。该方法首先通过弥散源计算相邻相空间之间的与空间和能量相关的通量响应因子,随后从源... 提出了一种用于蒙特卡罗屏蔽深穿透计算的弥散源级联降方差方法。该方法的核心思想是通过多层局部相空间的响应关系级联获取全局的降方差参数分布。该方法首先通过弥散源计算相邻相空间之间的与空间和能量相关的通量响应因子,随后从源空间向外逐层正向级联获得全局预估通量分布,再从计数空间反向级联获取重要性分布,最终生成一致性的源偏倚参数和权窗参数。该方法通过局部蒙特卡罗前置计算获取降方差参数,因此无需迭代,可有效降低迭代时间成本,提高计算效率。将该方法应用于单探测器问题和多探测器问题,与蒙特卡罗直接计算的计算值符合良好,品质因子相比直接计算提升了约2~4个数量级。同时,将结果与典型降方差方法(MAGIC方法和CADIS方法)的计算效果进行对比,数值结果表明,弥散源级联方法的整体降方差效果更优,可满足屏蔽深穿透问题的需求。 展开更多
关键词 蒙特卡罗方法 降方差技巧 屏蔽深穿透问题 弥散源级联方法
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融合去噪模块的心脏左心室影像分割研究
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作者 李格源 孟文楠 +2 位作者 薛歆喆 王宇 孙峥 《首都医科大学学报》 北大核心 2025年第5期853-859,共7页
目的针对医学影像噪声问题,提出融合去噪模块的左心室影像分割方法,旨在通过抑制噪声提升分割准确率。方法去噪模块基于去噪扩散概率模型实现,分割模型包括运动估计与分割两个分支,修改去噪模块的预测目标为原始信号而非噪声,实现可导... 目的针对医学影像噪声问题,提出融合去噪模块的左心室影像分割方法,旨在通过抑制噪声提升分割准确率。方法去噪模块基于去噪扩散概率模型实现,分割模型包括运动估计与分割两个分支,修改去噪模块的预测目标为原始信号而非噪声,实现可导的去噪模块与分割模型级联训练过程。结果在EchoNet-Dynamic数据库上,传统去噪分割性能不及基准模型,Noise2Noise模型在部分指标上有提升,融合去噪模块的分割方法在所有指标上均有提升。在ACDC数据库上,此方法优于基准模型,其余方法或不及基准模型,或差异无统计学意义。结论传统去噪方法会损害分割性能,融合去噪模块的分割方法可稳定且有效地提升分割性能。实验验证了本研究的可行性和潜在临床应用价值。 展开更多
关键词 左心室分割 去噪模型 分割模型 医学图像分割 扩散概率模型 级联训练
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重楼皂苷Ⅱ促进弥漫大B淋巴瘤细胞凋亡的作用及机制
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作者 刘玉莲 彭纪铭 +2 位作者 王志强 刘代利 伏瑶 《中药新药与临床药理》 北大核心 2025年第6期843-851,共9页
目的探究重楼皂苷Ⅱ(PPⅡ)对弥漫大B细胞淋巴瘤(DLBCL)细胞凋亡的作用及机制。方法以0、0.25、0.5、1、2、4μmol·L^(-1)PPⅡ干预人DLBCL细胞系U2932、TMD-8细胞24 h;采用CCK-8法检测细胞活力;Annexin V-FITC/PI流式细胞术检测细... 目的探究重楼皂苷Ⅱ(PPⅡ)对弥漫大B细胞淋巴瘤(DLBCL)细胞凋亡的作用及机制。方法以0、0.25、0.5、1、2、4μmol·L^(-1)PPⅡ干预人DLBCL细胞系U2932、TMD-8细胞24 h;采用CCK-8法检测细胞活力;Annexin V-FITC/PI流式细胞术检测细胞凋亡情况;Hoechst 33342染色法观察细胞核凋亡和细胞数量变化。通过肿瘤基因组图谱数据库(TCGA)筛选DLBCL的差异表达基因(DEGs)并进行富集分析;通过Swiss Target Prediction数据库对PPⅡ进行作用靶点预测;将预测到的PPⅡ作用靶点与DLBCL的DEGs取交集,并构建蛋白互作(PPI)网络,筛选关键靶点并进行分子对接验证;采用Western Blot实验验证PPⅡ对关键靶点蛋白表达的影响。结果与对照组(0μmol·L^(-1))比较,0.25、0.5、1、2、4μmol·L^(-1)PPⅡ组的U2932、TMD-8细胞活力均显著降低(P<0.05,P<0.01);1、2μmol·L^(-1)PPⅡ组的U2932、TMD-8细胞凋亡率均显著升高(P<0.01);随着PPⅡ浓度增加,U2932、TMD-8细胞出现细胞核凋亡现象越明显,可观察到细胞核碎块状染色,0.5、1、2μmol·L^(-1)PPⅡ组的U2932、TMD-8细胞数量均显著减少(P<0.01)。共获得6250个DEGs,富集分析发现DLBCL与细胞凋亡信号通路关系密切;筛选出Caspase-9、Caspase-3、Caspase-7、Bax、Bcl-2等5个关键靶点;分子对接显示PPⅡ与关键靶点Caspase-9、Caspase-3、Caspase-7均具有良好的结合活性;Western Blot实验结果显示,与对照组比较,0.5、1、2μmol·L^(-1)PPⅡ组U2932、TMD-8细胞中Cleaved Caspase-9/Caspase-9、Cleaved Caspase-3/Caspase-3、Cleaved Caspase-7/Caspase-7及Bax/Bcl-2蛋白表达均显著上调(P<0.05,P<0.01)。结论PPⅡ可抑制DLBCL细胞增殖,并通过诱导Caspase级联反应促进其凋亡。 展开更多
关键词 重楼皂苷Ⅱ 弥漫大B细胞淋巴瘤 U2932细胞 TMD-8细胞 Caspase级联反应 细胞增殖 细胞凋亡
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不完备观测数据条件下的消息传播扩散建模与预测方法
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作者 贾莹 黄志成 +3 位作者 李佳斌 卢梦萍 焦凯玉 胡航宇 《电讯技术》 北大核心 2025年第5期684-692,共9页
为了应对网络谣言在传播初期因恶意信息危害大且观测数据常不完整所带来的挑战,提出了一种在数据不完整条件下进行消息传播扩散建模的方法。该方法旨在克服传统方法难以准确表征社交网络中信息扩散完整状态的局限,特别是在数据即时性导... 为了应对网络谣言在传播初期因恶意信息危害大且观测数据常不完整所带来的挑战,提出了一种在数据不完整条件下进行消息传播扩散建模的方法。该方法旨在克服传统方法难以准确表征社交网络中信息扩散完整状态的局限,特别是在数据即时性导致级联信息不完整的情况下。结合网络结构特征与节点间的影响关系构建了用户特征输入向量,并运用图神经网络技术来聚合相邻节点的特征,从而捕捉复杂的节点关系与全局网络结构。随后,通过引入扩散传播动力学模型,该方法迭代地将节点的估计传播状态传递至其邻居,重构出更完整的信息传播级联过程。实验验证表明,在观测数据不完整的条件下,该方法仍能有效模拟信息扩散,实现高达88.79%的级联完整度,为相关领域研究提供了一种高效且可行的新思路。 展开更多
关键词 社交网络 消息源检测 消息扩散建模 信息级联
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基于深度学习的信息传播微观预测综述
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作者 黄宁博 周刚 +2 位作者 章梦礼 张萌 朱秀宝 《中文信息学报》 北大核心 2025年第3期1-19,共19页
信息传播预测旨在预测信息在用户网络中的演化趋势,对舆情管控、市场营销、定向广告等应用具有重要意义。传统的信息传播预测方法依赖于特定的传播模型,这些模型的预测性能和通用性较差。近年来,深度学习技术迅速发展,得益于其对序列、... 信息传播预测旨在预测信息在用户网络中的演化趋势,对舆情管控、市场营销、定向广告等应用具有重要意义。传统的信息传播预测方法依赖于特定的传播模型,这些模型的预测性能和通用性较差。近年来,深度学习技术迅速发展,得益于其对序列、网络、文本等数据强大的表征能力,基于深度学习的信息传播预测研究显著提高了预测的性能。然而,当前关于信息传播预测的综述都是针对传统传播预测方法或流行度预测展开的。因此,该文着重对当前基于深度学习的信息传播微观预测技术进行了总结、梳理和归纳。根据模型挖掘的特征类型,将其划分为基于传播路径的方法以及融合社会关系和信息内容的方法。此外,对信息传播微观预测中常用的数据集和评估指标进行了归纳总结。最后,该文对当前研究现状进行了总结,分析了当前基于深度学习的信息传播微观预测研究中存在的普遍性问题,并对未来可能的研究趋势进行了展望。 展开更多
关键词 信息传播预测 信息级联 深度学习 表示学习 神经网络
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Study on topology and vortex structure in a diffusion cascade 被引量:1
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作者 ZHANG YongJun WANG HuiShe +1 位作者 XU JianZhong FENG GuoTai 《Science China(Technological Sciences)》 SCIE EI CAS 2009年第8期2305-2315,共11页
To further make clear vortex structures in diffusion cascades so as to help understand the mechanisms of vortex affecting loss production, the emergence, evolution and development of secondary flow vortexes, including... To further make clear vortex structures in diffusion cascades so as to help understand the mechanisms of vortex affecting loss production, the emergence, evolution and development of secondary flow vortexes, including horse shoe vortex, passage vortex and corner vortex and so on, were discussed mainly through using the topological analysis method and numerical calculation. The concept of a three-dimensional dividing surface between the low energy flow zone and the exterior flow zone was presented. The results show that concentrated shed vortex is located outside the dividing surface (in the outer flow zone) and horse shoe vortex, passage vortex and corner vortex are inside the dividing surface (in the low energy flow zone). Dissipation function is used to measure loss production instead of using entropy production. The results about loss analysis indicate that vortex motion directly causes loss production, namely, peak value of loss is generally located around the core of vortex and that maximal loss happens around the dividing surface other than in the low energy flow zone. 展开更多
关键词 diffusion cascade TOPOLOGY analysis VORTEX structure DISSIPATION FUNCTION
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工程项目组合风险扩散模型的级联失效分析
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作者 李倩 韦洁琳 刘锋涛 《运筹与管理》 CSSCI CSCD 北大核心 2024年第1期172-178,共7页
为构建符合工程项目组合特点的风险扩散模型,解决风险扩散问题。本文考虑风险扩散的双关系载体—项目交互关系和风险因素逻辑关系,构建工程项目组合风险扩散的双层相依网络模型,运用级联失效理论提出风险扩散规则,通过数值仿真分析风险... 为构建符合工程项目组合特点的风险扩散模型,解决风险扩散问题。本文考虑风险扩散的双关系载体—项目交互关系和风险因素逻辑关系,构建工程项目组合风险扩散的双层相依网络模型,运用级联失效理论提出风险扩散规则,通过数值仿真分析风险扩散特征。仿真结果发现:工程项目组合中,双层网络模型能够反映风险在项目和风险因素双关系载体中的扩散特征;与单层网络风险扩散模型相比,构建的模型展现出差异性的风险扩散效应,风险扩散在工程项目组合中表现出更剧烈的级联失效过程。风险扩散模型作为工程项目组合风险扩散问题的前置性研究,为进一步风险扩散网络稳定性的研究提供新思路和启发。 展开更多
关键词 工程项目组合 风险扩散模型 双层相依网络 级联失效
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激光投影显示中复合散斑抑制方法的研究 被引量:3
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作者 黄艳 陈怀熹 《激光技术》 CAS CSCD 北大核心 2024年第2期274-280,共7页
为了有效抑制激光投影显示中的散斑,基于散斑统计理论,建立了光纤长度与光纤末端出射光场衬比度的数值表达式;采用积分散斑统计学方法理论分析了级联位相片散射特性和运动特性对散斑衬比度的影响;实验研究了不同光纤长度下振动光纤前后... 为了有效抑制激光投影显示中的散斑,基于散斑统计理论,建立了光纤长度与光纤末端出射光场衬比度的数值表达式;采用积分散斑统计学方法理论分析了级联位相片散射特性和运动特性对散斑衬比度的影响;实验研究了不同光纤长度下振动光纤前后图像的散斑衬比度;比较了运用散斑抑制技术和复合散斑抑制技术所获得的散斑图像衬比度。结果表明,采用振动10 m多模光纤与旋转级联位相片相结合的复合散斑抑制技术,可将散斑衬比度降低到3.76%;采用复合散斑抑制技术将增加系统自由度,从而更有效地抑制散斑。该研究为激光投影显示中开展复合散斑抑制技术研究工作提供了参考。 展开更多
关键词 激光技术 散斑衬比度 级联位相片 光纤振动 复合散斑抑制技术
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中美知识融合网络与知识扩散网络对比 被引量:3
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作者 王雪莹 刘珊 +1 位作者 陈洪侃 步一 《情报杂志》 CSSCI 北大核心 2024年第5期167-175,166,共10页
[研究目的]当前借助引文关系开展知识流动规律分析的研究已经十分常见,但对于知识的融合与扩散过程的研究还不够深入。从复杂网络视角分析中美学者所创造知识的流动规律有助于厘清两地的科学生产力及知识流动的差异。[研究方法]通过引... [研究目的]当前借助引文关系开展知识流动规律分析的研究已经十分常见,但对于知识的融合与扩散过程的研究还不够深入。从复杂网络视角分析中美学者所创造知识的流动规律有助于厘清两地的科学生产力及知识流动的差异。[研究方法]通过引用关系构建知识融合级联网络和知识扩散级联网络,采用复杂网络分析法从网络数量特征、网络结构特征和级联网络国别等特征维度对中美知识融合网络和知识扩散网络进行对比分析。[研究结论]研究发现,纯美国学者组发表文献不论是知识融合级联网络还是知识扩散级联网络规模均更大,形成的知识融合级联网络密度、接近中心性和PageRank平均数更大。物理学相比于社会学,其文献的知识融合级联网络和知识扩散级联网络呈现更加稠密、节点联系更加紧密、中心性更强的结构。本研究有助于深化对知识融合与知识扩散的认识,加深对中美两国科研生产力差异的理解。 展开更多
关键词 科学文献 引文级联网络 复杂网络 知识融合 知识扩散 科学生产力 中国 美国
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信息传播网络推断综述
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作者 王宇辰 高超 王震 《计算机科学》 CSCD 北大核心 2024年第1期99-112,共14页
信息的传播扩散可以建模为在潜在传播网络上发生的随机过程。由于在实际应用场景中,潜在的传播网络拓扑结构和清晰的传播过程往往是不可见的,因此根据观测到的传播结果,如节点感染时间、状态等信息,推断传播网络拓扑结构,对于分析与理... 信息的传播扩散可以建模为在潜在传播网络上发生的随机过程。由于在实际应用场景中,潜在的传播网络拓扑结构和清晰的传播过程往往是不可见的,因此根据观测到的传播结果,如节点感染时间、状态等信息,推断传播网络拓扑结构,对于分析与理解传播过程、跟踪传播路径以及预测未来传播事件起着重要作用。近年来,传播网络推断问题吸引了众多研究者的目光。文中对近年来的信息传播网络推断工作进行系统性的介绍和总结,为传播网络推断提供一个新视角。 展开更多
关键词 传播网络 网络推断 信息传播 信息级联 关系推断
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Control of Secondary Flow in a Low Solidity Circular Cascade Diffuser 被引量:5
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作者 Daisaku Sakaguchi Takuji Fujii +2 位作者 Hironobu Ueki Masahiro Ishida Hiroshi Hayami 《Journal of Thermal Science》 SCIE EI CAS CSCD 2012年第4期384-390,共7页
According to the previous experimental works on the low solidity circular cascade diffuser (LSD), a pressure recovery of a centrifugal blower was improved by the LSD significantly in a wide range of flow rate, and the... According to the previous experimental works on the low solidity circular cascade diffuser (LSD), a pressure recovery of a centrifugal blower was improved by the LSD significantly in a wide range of flow rate, and the pres-sure recovery was improved further by the LSD with a tandem cascade in comparison with the LSD with a sin-gle-row cascade. In the present study, the flow behavior in the LSD with the tandem cascade has been analyzed numerically by using the commercial CFD code of ANSYS-CFX12. It was shown clearly that the higher pressure recovery was achieved by applying the LSD with the tandem cascade, and the high pressure recovery is based on the high pressure rise in the vaneless space upstream of the LSD and the high blade loading of the front blade of the LSD. The high pressure recovery in the LSD could be achieved by controlling the flow separation on the suc-tion surface of the front blade and also on that of the rear blade due to formation of the favorable secondary flow and due to increase in mass flow passing through the slit section between the front and rear blades. 展开更多
关键词 LSD (Low solidity circular cascade diffuser) Centrifugal blower Range enhancement Tandem cascade
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Noise Characteristics of Centrifugal Blower with Low Solidity Cascade Diffuser(Noise Reduction by means of Small Groove Located at LSD Blade Leading Tip) 被引量:3
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作者 Tengen MURAKAMI Masahiro ISHIDA +1 位作者 Daisaku SAKAGUCHI Yu KOBA 《Journal of Thermal Science》 SCIE EI CAS CSCD 2009年第4期321-324,共4页
This paper deals with the effect of the blade tip-groove of the low solidity cascade diffuser (LSD) on the blowercharacteristic and the noise generated by the LSD. The small grooves were set up at the root and/or tip ... This paper deals with the effect of the blade tip-groove of the low solidity cascade diffuser (LSD) on the blowercharacteristic and the noise generated by the LSD. The small grooves were set up at the root and/or tip near theleading edge of the LSD blade. In order to clarify the mechanism of noise increase due to LSD and also to reducethe noise, the relationships between the noise increase based on the LSD, the LSD performance and the secondaryflow formed additionally by the tip-groove were investigated experimentally as well as numerically, especiallyanalyzing flow behaviors in the LSD in view points of flow separation on the suction surface of the LSD bladeand the secondary flow on the side walls. By reducing the stagnation region smaller near the root and/or tip of theLSD blade leading edge, the secondary flow behavior changes remarkably around the LSD blade, as a result, thenoise level and the blower characteristics vary. It can be concluded that, by means of a small tip-groove locatedonly at the shroud side near the LSD blade leading edge, the noise generated by the LSD can be reduced withoutdeteriorations of the LSD performance and the blower characteristics as well. 展开更多
关键词 Centrifugal blower Low solidity cascade diffuser Noise diffuser performance Secondary flow
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可控扩散叶型吸力面峰值等熵马赫数位置对叶栅气动性能影响
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作者 陈晓洁 周正贵 曾凌霄 《机械制造与自动化》 2024年第2期106-111,共6页
通常亚音压气机叶型表面等熵马赫数分布符合可控扩散规律,并且吸力面峰值马赫数位置靠前叶栅气动性能较好。采用自动优化方法,设计出给定吸力面峰值等熵马赫数位置可控扩散叶型,分析此位置对叶栅气动性能的影响规律。研究结果表明:对于... 通常亚音压气机叶型表面等熵马赫数分布符合可控扩散规律,并且吸力面峰值马赫数位置靠前叶栅气动性能较好。采用自动优化方法,设计出给定吸力面峰值等熵马赫数位置可控扩散叶型,分析此位置对叶栅气动性能的影响规律。研究结果表明:对于可控扩散转子和静子叶型,在设计工况下,当吸力面峰值等熵马赫位置位于0.20倍轴向弦长时,吸力面附面层沿流程快速发展,造成叶栅损失大幅增加;当吸力面峰值等熵马赫数位置为0.10~0.15倍轴向弦长时,设计进气角近似位于叶栅低损失进气角范围中,且低损失范围内损失较低。 展开更多
关键词 压气机 叶栅 负载分布 可控扩散叶型 优化设计
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Flow Range Enhancement by Secondary Flow Effect in Low Solidity Circular Cascade Diffusers 被引量:4
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作者 Daisaku Sakaguchi Min Thaw Tun +1 位作者 Kanata Mizokoshi Daiki Kishikawa 《Journal of Thermal Science》 SCIE EI CAS CSCD 2014年第4期391-400,共10页
High-pressure ratio and wide operating range are highly required for compressors and blowers. The technical issue of the design is achievement of suppression of flow separation at small flow rate without deteriorating... High-pressure ratio and wide operating range are highly required for compressors and blowers. The technical issue of the design is achievement of suppression of flow separation at small flow rate without deteriorating the efficiency at design flow rate. A numerical simulation is very effective in design procedure, however, cost of the numerical simulation is generally high during the practical design process, and it is difficult to confn'm the optimal design which is combined with many parameters. A multi-objective optimization technique is the idea that has been proposed for solving the problem in practical design process. In this study, a Low Solidity circular cascade Diffuser (LSD) in a centrifugal blower is successfully designed by means of multi-objective optimization technique. An optimization code with a meta-model assisted evolutionary algorithm is used with a commercial CFD code ANSYS-CFX. The optimization is aiming at improving the static pressure coefficient at design point and at low flow rate condition while constraining the slope of the lift coefficient curve. Moreover, a small tip clearance of the LSD blade was applied in order to activate and to stabilize the secondary flow effect at small flow rate condition. The optimized LSD blade has an extended operating range of 114 % towards smaller flow rate as compared to the baseline design without deteriorating the diffuser pressure recovery at design point. The diffuser pressure rise and operating flow range of the optimized LSD blade are experimentally verified by overall performance test. The detailed flow in the diffuser is also confirmed by means of a Particle Image Velocimeter. Secondary flow is clearly captured by PIV and it spreads to the whole area of LSD blade pitch. It is found that the optimized LSD blade shows good improvement of the blade loading in the whole operating range, while at small flow rate the flow separation on the LSD blade has been successfully suppressed by the secondary flow effect. 展开更多
关键词 Low solidity circular cascade diffuser Multi-objective optimization Secondary flow Flow range enhancement
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