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基于Canny算子的轨道板伤损自动识别方法 被引量:2
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作者 朱有桃 《上海铁道科技》 2017年第4期55-57,共3页
利用机器视觉图像处理技术,结合轨道板位置和伤损特征,设计了轨道板伤损自动检测识别算法。先对预处理后的图像进行像素的水平和垂直投影,分割轨道板和扣件区域位置,再利用Canny算子进行边缘检测,根据内边缘识别伤损。其中,利用梯度方... 利用机器视觉图像处理技术,结合轨道板位置和伤损特征,设计了轨道板伤损自动检测识别算法。先对预处理后的图像进行像素的水平和垂直投影,分割轨道板和扣件区域位置,再利用Canny算子进行边缘检测,根据内边缘识别伤损。其中,利用梯度方向抑制图像边界梯度幅值的非极大值;用双阈值算法减少伪边缘数量并连接边缘。经测试,自动识别算法可检测约99%的伤损,节约人工看图近80%的工作量。 展开更多
关键词 轨道板伤损 CANNY算子 投影 梯度 双阈值
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Damage evolution and dynamic response of cement asphalt mortar layer of slab track under vehicle dynamic load 被引量:21
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作者 ZHU ShengYang FU Qiang +1 位作者 CAI ChengBiao SPANOS Pol D 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第10期1883-1894,共12页
The damage evolution and dynamic performance of a cement asphalt(CA)mortar layer of slab track subjected to vehicle dynamic load is investigated in this paper.Initially,a statistical damage constitutive model for the ... The damage evolution and dynamic performance of a cement asphalt(CA)mortar layer of slab track subjected to vehicle dynamic load is investigated in this paper.Initially,a statistical damage constitutive model for the CA mortar layer is developed using continuous damage mechanics and probability theory.In this model,the strength of the CA mortar elements is treated as a random variable,which follows the Weibull distribution.The inclusion of strain rate dependence affords considering its influence on the damage development and the transition between viscosity and elasticity.Comparisons with experimental data support the reliability of the model.A three-dimensional finite element(FE)model of a slab track is then created with the commercial software ABAQUS,where the devised model for the CA mortar is implemented as a user-defined material subroutine.Finally,a vertical vehicle model is coupled with the FE model of the slab track,through the wheel-rail contact forces,based on the nonlinear Hertzian contact theory.The evolution of the damage and of the dynamic performance of the CA mortar layer with various initial damage is investigated under the train and track interaction.The analysis indicates that the proposed model is capable of predicting the damage evolution of the CA mortar layer exposed to vehicle dynamic load.The dynamic compressive strain,the strain rate,and the induced damage increase significantly with an increase in the initial damage,whereas the dynamic compressive stress exhibits a sharp decrease with the increasing initial damage.Also,it is found that the strain rate dependence significantly influences the damage evolution and the dynamic behavior of the CA mortar layer. 展开更多
关键词 cement asphalt mortar slab track statistical damage constitutive model vehicle-track coupled dynamics damage evolution
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