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灰铸铁石墨形态的自动分类 被引量:1
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作者 江虹 曾立波 胡继明 《分析测试学报》 CAS CSCD 2000年第6期9-13,共5页
在所提取的纹理特征基础上,使用误差后向传播神经网络构建了一种优化的人工神经网络分类器,实现了灰铸铁石墨形态的自动分类。用于描述石墨形态的特征由分形维、粗细参数和二维自回归系数共同组成。该法成功地将人工神经网络引入了对... 在所提取的纹理特征基础上,使用误差后向传播神经网络构建了一种优化的人工神经网络分类器,实现了灰铸铁石墨形态的自动分类。用于描述石墨形态的特征由分形维、粗细参数和二维自回归系数共同组成。该法成功地将人工神经网络引入了对灰铸铁石墨形态的分类,相对于传统人工目测法是一种很大的进步,而神经网络分类器的优化方法对其它神经网络模型的构建也具有一定参考价值。 展开更多
关键词 灰铸铁 石墨形态 分形维 粗细参数 神经网络 自动分类
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Macro and meso characteristics evolution on shear behavior of rock joints 被引量:1
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作者 李凯辉 曹平 +1 位作者 张科 钟涌芳 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第8期3087-3096,共10页
Direct shear tests were conducted on the rock joints under constant normal load(CNL), while the acoustic emission(AE) signals generated during shear tests were monitored with PAC Micro-II system. Before and after shea... Direct shear tests were conducted on the rock joints under constant normal load(CNL), while the acoustic emission(AE) signals generated during shear tests were monitored with PAC Micro-II system. Before and after shearing, the surfaces of rock joints were measured by the Talysurf CLI 2000. By correlating the AE events with the shear stress-shear displacement curve, one can observe four periods of the whole course of shearing of rock joints. By the contrast of AE location and actual damage zone, it is elucidated that the AE event is related to the morphology of the joint. With the increase of shearing times, the shear behavior of rock joints gradually presents from the response of brittle behavior to that of ductile behavior. By combining the results of topography measurement, four morphological parameters of joint surface, S p(the maximum height of joint surface), N(number of islands), A(projection area) and V(volume of joint) were introduced, which decrease with shearing. Both the joint roughness coefficient(JRC) and joint matching coefficient(JMC) drop with shearing, and the shear strength of rock joints can be predicted by the JRC-JMC model. It establishes the relationship between micro-topography and macroscopic strength, which have the same change rule with shearing. 展开更多
关键词 rock joint shear behavior surface morphology acoustic emission joint roughness coefficient (JRC) joint matchingcoefficient (JMC)
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