共查询到20条相似文献,搜索用时 62 毫秒
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采用前馈神经网络实现离心叶轮的三维结构设计,考虑到BP算法存在收敛速度慢和可能收敛到局部极小点的弱点,利用改进的遗传算法参与神经网络的结构演化和网络训练,以获得最佳网络拓扑结构,并使得网络的训练以较大的概率获得全局最优.所建立的神经网络用于求解给定应力分布情况下的离心叶轮形状.计算表明该神经网络可以精确的预测叶轮边界形状. 相似文献
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将文献1提出的单级离心压缩机叶轮外径切割的估算方法推广应用于多级离心压缩机,扩大了该方法在实际中的使用范围。 相似文献
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考虑到传统生物生长法只能对简单形状进行优化的局限性,结合复杂结构的三维形状优化设计,对生物生长法提出三点改进:①不直接采用修正后节点坐标来调整网格,利用B样条函数描述修改后结构的外边界。②构造出在满足应力和几何条件下可使结构重量最轻的目标函数,进而大大增强了生物生长法在处理复杂结构形状优化设计方面的能力。③在生物生长法形状优化过程中,采用罚方法对违反约束条件的个体给予惩罚。作为工程实例,该方法被用于某三维离心叶轮的结构形状优化设计。计算结果表明,该方法可在较短时间内得到满足各种应力和几何约束的重量最轻解。 相似文献
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A preliminary series design of compressors for a two-stage centrifugal chiller is suggested. Six groups of hydrodynamically
similar compressors, ranging from 233RT to 1,200RT, are introduced. Flow rates, impeller diameters, and wheel speeds for each
group are determined from hydrodynamic similarity to share impellers of adjacent groups. It is expected that these compressors
can have the same performance and efficiency from the smallest model to the largest one. 相似文献
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针对传统离心泵叶轮设计步骤繁琐的不足,提出了基于SolidWorks的三维参数化离心泵叶轮注塑模设计方法。简单介绍了SolidWorks的主要功能模块及离心泵叶轮模具设计的流程,详细阐述了离心泵叶轮模具设计的步骤。设计中,叶轮采用尼龙6/10材料,其拔模斜度为1.5°,收缩率为1%。通过对模具各零部件的造型与实时修改,实现了离心泵叶轮模具的参数化设计,并完成了模具的虚拟装配及加工出详图的快速输出。本方法对工程设计具有一定的实用价值。 相似文献
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H.-T. Young L.-C. Chuang K. Gerschwiler S. Kamps 《The International Journal of Advanced Manufacturing Technology》2004,23(3-4):233-239
A clear trend shows that most products or mechanical components, especially those regarding aerospace applications, are designed to fit the requirements of free form surface features. When a 3-axis computer numerical controlled (CNC) machining centre is used to produce a typical centrifugal impeller, great difficulties, i.e., collisions between the cutting tool and impeller, need to be overcome. In this case, sophisticated five-axis machines have to be utilised. Presently, most commercial computer-aided manufacturing (CAM) systems for five-axis control are lacking generality, and functions for the rough tool-path generation are far less than required. The rough machining is recognised as the most important procedure influencing the machining efficiency and is critical for the success of the following finishing process. However, great difficulties are expected to arise in performing five-axis rough machining. The main objective of the present study is to overcome this problem by combining related machining technology. As a result, CL data based on the geometry model of blade and hub of the impeller are generated. Finally, the CL data is confirmed through software simulation. The results of verification prove the machining methodology and procedure to be successful. 相似文献
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采用一种快速求解三维黏性流场的计算方法求解某离心压气机内部复杂的流场,该方法利用Denton J.D.教授的粘性体积力法模拟粘性对叶轮机械内部流动的影响,采用时间推进法和有限体积差分格式对叶轮机械内部的流动进行求解。为加速收敛,使用了多重网格法,当地时间步长和局部残差光顺技术。对某离心压气机内部流动进行了详细的数值模拟,得出了压气机转子性能、叶顶周向平均静压以及准正交面上子午速度分布图,计算结果与试验结果吻合良好。采用该方法详细分析了不同工况下离心压气机内部流场。 相似文献
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赵彤涌 《机械工程与自动化》2002,(1):47-48
通过对叶轮内液流流动分析 ,提出了减小叶轮出口射流——尾流结构的措施。为减小圆盘摩擦损失 ,对叶轮结构采取了适量车削前后盖板、周向修圆叶片的方法。 相似文献
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Hideaki Tamaki 《Journal of Mechanical Science and Technology》2008,22(10):1857-1863
There is a possibility that the exchange of the piping system may change the surge characteristic of a compressor. The piping
system of a plant is not always the same as that of a test site. Then it is important to evaluate the effect of piping systems
on surge characteristics in centrifugal compressors. Several turbochargers combined with different piping systems were tested.
The lumped parameter model which was simplified to be solved easily was applied for the prediction of surge point. Surge lines
were calculated with the linearlized lumped parameter model. The difference between the test and calculated results was within
10%. Trajectory of surge cycle was also examined by solving the lumped parameter model. Mild surge and deep surge were successfully
predicted. This study confirmed that the lumped parameter model was a very useful tool to predict the effect of piping systems
on surge characteristics in centrifugal compressors, even though that was a simple model.
This paper was presented at the 9th Asian International Conference on Fluid Machinery (AICFM9), Jeju, Korea, October 16–19, 2007. 相似文献
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Xianwu Luo Yao Zhang Junqi Peng Hongyuan Xu Weiping Yu 《Journal of Mechanical Science and Technology》2008,22(10):1971-1976
This research treats the effect of impeller inlet geometry on performance improvement for a boiler feed pump, who is a centrifugal
pump having specific speed of 183 m·m3min−1·min−1 and close type impeller with exit diameter of 450 mm. The hydraulic performance and cavitation performance of the pump have
been tested experimentally. In order to improve the pump, five impellers have been considered by extending the blade leading
edge or applying much larger blade angle at impeller inlet compared with the original impeller. The 3-D turbulent flow inside
those pumps has been analyzed basing on RNG k-ɛ turbulence model and VOF cavitation model. It is noted that the numerical results are fairly good compared with the experiments.
Based on the experimental test and numerical simulation, the following conclusions can be drawn: (1) Impeller inlet geometry
has important influence on performance improvement in the case of centrifugal pump. Favorite effects on performance improvement
have been achieved by both extending the blade leading edge and applying much larger blade angle at impeller inlet; (2) It
is suspected that the extended leading edge have favorite effect for improving hydraulic performance, and the much larger
blade angle at impeller inlet have favorite effect for improving cavitation performance for the test pump; (3) Uniform flow
upstream of impeller inlet is helpful for improving cavitation performance of the pump.
This paper was presented at the 9th Asian International Conference on Fluid Machinery (AICFM9), Jeju, Korea, October 16–19, 2007. 相似文献