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叶片疲劳寿命神经网络近似计算模型数值实验 被引量:2
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作者 王雷 陆金桂 李乐为 《上海大学学报(自然科学版)》 CAS CSCD 北大核心 2019年第6期870-878,共9页
借助结构近似分析,建立叶片疲劳寿命神经网络近似计算模型,近似计算风力机叶片疲劳寿命性能.进一步通过风力机叶片疲劳寿命神经网络近似计算模型的数值实验,得到学习样本数、神经网络隐含层节点数、学习精度对风力机叶片疲劳寿命近似计... 借助结构近似分析,建立叶片疲劳寿命神经网络近似计算模型,近似计算风力机叶片疲劳寿命性能.进一步通过风力机叶片疲劳寿命神经网络近似计算模型的数值实验,得到学习样本数、神经网络隐含层节点数、学习精度对风力机叶片疲劳寿命近似计算结果的影响关系,以提高风力机叶片疲劳寿命值近似计算的准确率.基于神经网络的风力机叶片疲劳寿命近似计算方法,为风力机叶片疲劳寿命性能计算提供新的计算手段. 展开更多
关键词 叶片疲劳寿命 结构近似分析 神经网络模型
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航空发动机压气机叶片振动疲劳寿命与af值的关系 被引量:17
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作者 张忠平 孙强 +2 位作者 李春旺 乔艳江 赵文轸 《应用力学学报》 EI CAS CSCD 北大核心 2006年第3期459-461,514,共3页
以某型航空发动机低压压气机2级转子叶片一阶弯曲振动时不同af值(叶尖振幅与叶片固有振动频率乘积)及相应的振动疲劳寿命的试验结果为出发点,建立了叶片振动疲劳寿命与af值的关系,所得关系与传统的S-N关系相比,既不是幂函数也不是指数... 以某型航空发动机低压压气机2级转子叶片一阶弯曲振动时不同af值(叶尖振幅与叶片固有振动频率乘积)及相应的振动疲劳寿命的试验结果为出发点,建立了叶片振动疲劳寿命与af值的关系,所得关系与传统的S-N关系相比,既不是幂函数也不是指数函数。叶片振动疲劳寿命与af值关系的建立,一方面提供了确定叶片振动疲劳寿命的可能,另一方面提供了研究材料多轴高周疲劳行为的新途径。 展开更多
关键词 压气机叶片 一阶弯曲振动 af值 叶片振动疲劳寿命 多轴高周疲劳
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High Cycle Fatigue Life Prediction and Reliability Analysis of Aeroengine Blades
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作者 张俊红 林杰威 +1 位作者 张桂昌 刘海 《Transactions of Tianjin University》 EI CAS 2012年第6期456-464,共9页
Based on the nonlinear continuum damage model (CDM) developed by Chaboehe, a modified model for high cycle fatigue of TC4 alloy was proposed. Unsymmetrical cycle fatigue tests were conducted on rod specimens at room... Based on the nonlinear continuum damage model (CDM) developed by Chaboehe, a modified model for high cycle fatigue of TC4 alloy was proposed. Unsymmetrical cycle fatigue tests were conducted on rod specimens at room temperature. Then the material parameters needed in the CDM were obtained by the fatigue tests, and the stress distribution of the specimen was calculated by FE method. Compared with the linear damage model (LDM), the dam- age results and the life prediction of the CDM show a better agreement with the test and they are more precise than the LDM. By applying the CDM developed in this study to the life prediction of aeroengine blades, it is concluded that the root is the most dangerous region of the whole blade and the shortest life is 58 211 cycles. Finally, the Cox propor- tional hazard model of survival analysis was applied to the analysis of the fatigue reliability. The Cox model takes the covariates into consideration, which include diameter, weight, mean stress and tensile strength. The result shows that the mean stress is the only factor that accelerates the fracture process. 展开更多
关键词 life prediction RELIABILITY continuum damage model survival analysis Cox proportional hazard model aeroengine blade
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