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基于Levenberg Marquardt的数控机床主轴负载振动的非线性拟合 被引量:5
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作者 林海森 邹朝圣 +1 位作者 廖妮兰 廖城鸿 《制造技术与机床》 北大核心 2022年第5期175-179,共5页
数控机床主轴负载时,在不同条件下主轴微量的振动影响着机床的加工精度、加工效率以及刀具的磨损与使用寿命。为确保机床主轴负载时的稳定性,提出一种监测机床主轴振动速度量,并进行多元非线性拟合估测振动量的方法。先根据机床主轴负载... 数控机床主轴负载时,在不同条件下主轴微量的振动影响着机床的加工精度、加工效率以及刀具的磨损与使用寿命。为确保机床主轴负载时的稳定性,提出一种监测机床主轴振动速度量,并进行多元非线性拟合估测振动量的方法。先根据机床主轴负载的3个变量因素——进给速度、主轴转速和切削量,基于Levenberg Marquardt算法分别建立三者与机床主轴速度振动量的关系。接着选取三者的关系函数模型之一为基础函数,按“加”、“减”、“乘”和“除”进行关联。最后以组合的函数为基础模型进行多元非线性拟合求取系数参数,得出最终的拟合函数。实验结果表明,机床主轴负载时,该方式能有效地预估主轴的速度振动量,准确率超过97%。 展开更多
关键词 机床主轴 振动速度量 多元非线性拟合 Levenberg Marquardt算法
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Train-induced vibration on elevated railway station 被引量:7
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作者 杨娜 郭婷 孙国忠 《Journal of Central South University》 SCIE EI CAS 2013年第12期3745-3753,共9页
Results of in-situ vibration measurement carried out at Tianjin West Elevated Railway Station which has the trains running on the station structure were reported. The main excitation source is the train passing throug... Results of in-situ vibration measurement carried out at Tianjin West Elevated Railway Station which has the trains running on the station structure were reported. The main excitation source is the train passing through the station. Vibration measurements were recorded in the vertical direction of the supporting track beam, the platform and the steel truss beam of the waiting hall, as well as in the vertical, longitudinal and transverse directions of the roof arch base of the station. Acceleration time responses were obtained. The maximum value, vibration level and one-third octave band RMS spectra of the measured accelerations were studied. The propagation of vibration in different structural floors was discussed. The influence of train speed, distance to the vibration source and the type of train on the structural vibration were analyzed. Results show that the vibration level increases with the train speed, while it attenuates with the distance to the track. Furthermore, the vibration responses of different structural floors were compared, and it is noted that the vertical vibration of the bottom slab of the platform is most severe and the transverse vibration of the roof arch base is the smallest. The results provide reference on the vibration characteristics and vibration energy distribution of this type of "Train on building frame" system used as an elevated railway station. 展开更多
关键词 elevated railway station measurement in-situ vibration propagation train-induced vibration
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