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水轮机空化特性的人工神经网络模型 被引量:4
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作者 赵林明 王海燕 +1 位作者 何睿 田新志 《水利学报》 EI CSCD 北大核心 2006年第7期893-897,共5页
本文针对水轮机空化特性相对应的空间曲面比较复杂的特点,用径向基函数神经网络建立水轮机空化特性模型,对样本的学习采用Levenberg-Marquardt算法。该模型应用于四川紫坪铺水力发电厂中的水轮机空化特性研究。模拟计算结果与试验结果... 本文针对水轮机空化特性相对应的空间曲面比较复杂的特点,用径向基函数神经网络建立水轮机空化特性模型,对样本的学习采用Levenberg-Marquardt算法。该模型应用于四川紫坪铺水力发电厂中的水轮机空化特性研究。模拟计算结果与试验结果的比较表明,本文给出的模型能真实地表达水轮机的空化特性,可以在水轮机的计算机辅助选型设计和水轮发电机组的优化运行分析等方面应用。 展开更多
关键词 人工神经网络 水轮机空化特性 LEVENBERG-MARQUARDT算法
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混流式水轮机低水头工况流动特性探究
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作者 彭云剑 罗旭 +1 位作者 胡夏龙 徐容博 《红水河》 2021年第4期21-24,共4页
为研究混流式水轮机在低水头工况下内部空化流动特性,采用ANSYS CFX软件,基于SST k-ω湍流模型和Rayleigh-Plesset空化模型对某混流式水轮机在70m低水头条件下的3种不同导叶开度工况进行数值模拟分析。结果表明:随着开度增大,负压区域... 为研究混流式水轮机在低水头工况下内部空化流动特性,采用ANSYS CFX软件,基于SST k-ω湍流模型和Rayleigh-Plesset空化模型对某混流式水轮机在70m低水头条件下的3种不同导叶开度工况进行数值模拟分析。结果表明:随着开度增大,负压区域面积逐渐减小,同时,最大开度下转轮叶片压力面进口边附近出现明显的低压带;随着开度增大,涡带形态由不稳定的螺旋涡带转变为沿尾水管轴心线分布的稳定涡柱;叶片吸力面气相分布主要集中在下环靠出水边处,且气泡分布面积随开度增大而增大。 展开更多
关键词 混流式水轮机 低水头 水轮机空化特性
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Effect of total phosphorous pollution on cavitation pressure characteristics of working water used in turbines 被引量:2
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作者 JIANG WenShan CHANG JinShi 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2016年第4期586-591,共6页
Many experiments have proven that with increasing silt and gas(out-of-phase media)content in water,the cavitation characteristics change and the cavitation pressure increases.Currently,many large reservoirs in China a... Many experiments have proven that with increasing silt and gas(out-of-phase media)content in water,the cavitation characteristics change and the cavitation pressure increases.Currently,many large reservoirs in China are polluted by total phosphorus(TP)and other chemical contaminants because of the use of phosphate fertilizer runoff from agriculture.However,research regarding how chemical pollutants(in the form of out-of-phase media)affect the cavitation pressure characteristics of water is sparse.In this paper,the Goupitan Hydropower Station,the largest hydropower reservoir on the Wujiang River,which is heavily polluted by TP,is taken as an example to evaluate the effects of chemical pollution on water cavitation pressure characteristics.In this study,the cavitation pressure characteristics of polluted and clean water are compared.The results show that the cavitation pressure of water polluted by chemicals is larger than that of clean water.In a hydraulic power generation system,cavitation and cavitation erosion are likely to occur earlier in runners when the fluid is polluted.These results are of great importance to further studies of cavitation theory and can directly influence the arrangement of turbines in practical engineering. 展开更多
关键词 hydraulic turbine total phosphorus cavitation nuclei cavitation pressure characteristics
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