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Current Status and Prospect of Process Research in CISRI
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作者 YANG Shu Sen 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 1995年第1期1-5,共5页
The Central Iron and Steel Research Institute(CISRI),directly under the Ministry of Metallurgical Industry(MMI),is a comprehensive research institute mainly engaged in the research and development of new metallic mate... The Central Iron and Steel Research Institute(CISRI),directly under the Ministry of Metallurgical Industry(MMI),is a comprehensive research institute mainly engaged in the research and development of new metallic materials and new iron and steel process.With the rapid development of China’s iron and steel industry,CISRI has also made a great progress since it was established more than 40 years ago.In 1994,the steel output of 展开更多
关键词 Current status and Prospect of process Research in CISRI
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基于相关分析和神经网络的激光焊接稳态识别 被引量:7
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作者 黄威威 游德勇 +2 位作者 高向东 张艳喜 黄宇辉 《激光技术》 CAS CSCD 北大核心 2022年第3期312-319,共8页
为了准确识别激光焊接的稳态类型,采用了图像处理、相关分析和神经网络的方法,增加对准稳态的研究,以信号特征的相关系数作为神经网络模型的输入,进行了理论分析和实验验证,得出了光学、视觉信号的相关性对激光焊接稳态类型的影响规律... 为了准确识别激光焊接的稳态类型,采用了图像处理、相关分析和神经网络的方法,增加对准稳态的研究,以信号特征的相关系数作为神经网络模型的输入,进行了理论分析和实验验证,得出了光学、视觉信号的相关性对激光焊接稳态类型的影响规律。结果表明,匙孔面积和金属蒸汽面积的相关性区分稳态类型的效果最好,其相关系数为0.2~0.3时为稳态,0.4~0.5时为准稳态,0.6~0.7时为非稳态;训练完成的神经网络模型在测试集上达到了98.76%的预测准确率,可满足准确识别焊缝稳态类型的需求。该研究为自动化生产中预防出现激光焊接缺陷提供了参考。 展开更多
关键词 激光技术 稳态识别 相关分析 神经网络 图像处理
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Soil Geochemistry Changes Induced by a Foreign Soil Reconstruction Project in Three Gorges Reservoir Region of China 被引量:1
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作者 LIU Juan WEI Chao-Fu +1 位作者 LUO You-Jin DU Jing 《Journal of Mountain Science》 SCIE CSCD 2015年第6期1511-1520,共10页
Fertile topsoil was added onto the surface of barren slope land in Three Gorges Reservoir region of China in an anthropogenic process known as the foreign soil reconstruction project. The main goal of this paper was t... Fertile topsoil was added onto the surface of barren slope land in Three Gorges Reservoir region of China in an anthropogenic process known as the foreign soil reconstruction project. The main goal of this paper was to reveal the influence of anthropogenic activities on pedogenic processes and soil classifications. Chemical weathering indices and comparative analysis were applied to discuss changes in geochemical compositions and weathering features of purplish soils(Cambisols) before and after the project. Results showed that:(1) The foreign soil reconstruction project slightly altered the major element composition of topsoil and improved the soil structure. Although the distributions of major elements in the original topsoil, original subsoil, foreign topsoil and newly constructed topsoil were all similar to that in upper continental crust, newly constructed topsoil was the most similar soil.(2) The chemical index of alteration was more sensitive than the weathering index of Parker at indicating chemical weathering status of purplish soil. The chemical weathering status of newly constructed topsoil was higher than that of the original topsoil and lower than that of foreign topsoil.(3) Anthropogenic activities may provide a promising new thought for the anthropogenic soil classification system. The scope and subgroups of Anthrosols should be extended and strengthened. Or there may be a need to combine Anthrosols and Technosols orders to create a new soil order. The results may be used for optimizing soil mellowing engineering activities and enriching the soil classification system. 展开更多
关键词 Anthropogenic activities Weathering status Foreign soil reconstruction project Pedogenic processes Three Gorges Reservoir region China
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