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基于支持向量机回归的减振器非参数模型 被引量:1
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作者 郭孔辉 王先云 《吉林大学学报(工学版)》 EI CAS CSCD 北大核心 2011年第S1期1-4,共4页
利用减振器的示功试验数据,尝试了基于支持向量机回归算法构造减振器非参数模型的方法。分别建立了一支普通减振器和一支位移相关减振器的模型,并利用样本数据之外的试验数据进行了验证。由普通减振器的验证结果可以看出,利用减振器力... 利用减振器的示功试验数据,尝试了基于支持向量机回归算法构造减振器非参数模型的方法。分别建立了一支普通减振器和一支位移相关减振器的模型,并利用样本数据之外的试验数据进行了验证。由普通减振器的验证结果可以看出,利用减振器力与速度和位移相关的模型辨识精度要高于力与速度相关的模型。由位移相关减振器的验证结果可以看出,此方法可以有效地辨识出此减振器的非线性特征。 展开更多
关键词 车辆工程 减振器仿真 支持向量机 机器学习
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Simulation and Experimental Research for Piping Damper with Plunger-type Accumulator
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作者 罗小辉 胡军华 +1 位作者 王晓斌 牛子华 《Journal of Marine Science and Application》 2010年第3期274-279,共6页
It can be beneficial to reduce vibrations in shipboard piping, so the authors designed a new kind of piping damper with a plunger-type accumulator.Special requirements for the piping damper included low impact displac... It can be beneficial to reduce vibrations in shipboard piping, so the authors designed a new kind of piping damper with a plunger-type accumulator.Special requirements for the piping damper included low impact displacement, low speed, as well as an appropriate locking speed.Inside the damper, a plunger-type accumulator was installed and on the outside of the piston rod, a tube with exposed corrugations was added.Between the piston and the cylinder, a clearance seal was added.Using mathematical modeling, the effects of the dynamic performance of the damper's impact displacement on vibrations were observed.Changes to the clearance between the piston and the cylinder, the stiffness of the spring in the accumulator, the throttle valve size, and locking speed resistance of the damper were respectively simulated and studied.Based on the results of the simulation, dampers with optimal parameters were developed and tested with different accumulator spring stiffnesses and different throttles.The simulation and experimental results showed that parameters such as seal clearance between piston and cylinder, accumulator spring stiffness and throttle parameters have significant effects on the damper's impact displacement, low speed resistance and locking speed. 展开更多
关键词 plunger-type accumulator piping damper impact displacement low speed resistance locking sneed
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