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基于情报信息分析视角的网络舆情研判 被引量:2
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作者 杨允仙 沈哲祺 《农业图书情报学刊》 2016年第9期9-12,共4页
网络舆情监测与分析是当前社会稳定工作的一个重点领域,基于大数据的舆情分析,应用情报信息分析的原理和方法,建立模型,设计出舆情监测和分析模块,可通过检全率、检准率等指标来评价网络舆情分析结果。
关键词 情报信息分析 网络舆情 监测分析过程
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基于拉普拉斯正则化概率主元分析的故障检测
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作者 周乐 宋执环 《上海应用技术学院学报(自然科学版)》 2015年第3期260-264,共5页
概率主元分析(PPCA)及其扩展方法用于过程监测时,只提取了过程数据的全局特征,并未考虑数据的局部结构.当数据的流形结构复杂时,传统的全局建模方法难以获得准确的预测效果.提出了一种基于拉普拉斯正则化的概率主成分(LapPPCA)模型,将... 概率主元分析(PPCA)及其扩展方法用于过程监测时,只提取了过程数据的全局特征,并未考虑数据的局部结构.当数据的流形结构复杂时,传统的全局建模方法难以获得准确的预测效果.提出了一种基于拉普拉斯正则化的概率主成分(LapPPCA)模型,将数据的流形结构引入到传统概率模型的似然函数中,使得LapPPCA能够同时提出数据的全局和局部特性.同时提出了基于LapPPCA的过程监测模型,并在田纳西-伊斯曼(TE)过程上验证了该方法的有效性. 展开更多
关键词 拉普拉斯正则 概率主元分析过程监测 故障检测
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Numerical analysis and field monitoring tests on shallow tunnels under weak surrounding rock 被引量:2
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作者 刘建华 刘晓明 +1 位作者 张永杰 肖庭 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第10期4056-4063,共8页
The Jianpudong No. 4 tunnel is a shallow tunnel, which belongs to Shaoshan County scenic highway in Hunan province, China and whose surrounding rock is weak. According to its characteristics, the field monitoring test... The Jianpudong No. 4 tunnel is a shallow tunnel, which belongs to Shaoshan County scenic highway in Hunan province, China and whose surrounding rock is weak. According to its characteristics, the field monitoring tests and numerical analysis were done. The mechanical characteristics of shallow tunnels under weak surrounding rock and the stress-strain rule of surrounding rock and support were analyzed. The numerical analysis results show that the settlement caused by upper bench excavating accounts for 44% of the total settlement, and the settlement caused by tunnel upper bench supporting accounts for 56% of the total settlement. The maximum axial force of shotcrete lining is 177.2 k N, which locates in hance under the secondary lining. The maximum moment of shotcrete lining is 5.08 k N·m, which locates in the arch foot. The stress curve of steel arch has three obvious stages during the tunnel construction. The maximum axial force of steel arch is 297.4 k N, which locates in tunnel vault. The axial forces of steel arch are respectively 23.5 k N and-21.8 k N, which is influenced by eccentric compression of shallow tunnel and locates in hance. The results show that there is larger earth pressure in tunnel vault which is most unfavorable position of steel arch. Therefore, the advance support should be strengthened in tunnel vault during construction process. 展开更多
关键词 tunnel engineering shallow tunnel weak surrounding rock numerical analysis field monitoring tests
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