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A method derived from genetic algorithm, principal component analysis and artificial neural networks to enhance classification capability of laser-Induced breakdown spectroscopy 会议论文
AOPC 2017: Optical Spectroscopy and Imaging, Beijing, China, June 4-6, 2017
Authors:  Zhang P(张鹏);  Sun LX(孙兰香);  Kong HY(孔海洋);  Yu HB(于海斌);  Guo MT(郭美亭);  Zeng P(曾鹏)
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Laser Induced Breakdown Spectroscopy  Genetic Algorithm  Principal Component Analysis  Artificial Neural Networks  Spectral Segment Selection  Classification  
激光诱导击穿光谱定量化标定谱线自动选择方法 期刊论文
光谱学与光谱分析, 2016, 卷号: 36, 期号: 5, 页码: 1451-1457
Authors:  孔海洋;  孙兰香;  胡静涛;  张鹏
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激光诱导击穿光谱  遗传算法  谱线选择  定量分析  内标法  合金钢  
激光诱导击穿光谱数据特征自动提取方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2015
Authors:  孔海洋
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激光诱导击穿光谱  特征选择  遗传算法  主成分分析  人工神经网络  偏最小二乘法  
Selection of spectral data for classification of steels using laser-induced breakdown spectroscopy 期刊论文
Plasma Science and Technology, 2015, 卷号: 17, 期号: 11, 页码: 964-970
Authors:  Kong HY(孔海洋);  Sun LX(孙兰香);  Hu JT(胡静涛);  Xin Y(辛勇);  Cong ZB(丛智博)
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Laser-induced Breakdown Spectroscopy  Classification Of Steel Samples  Principal Component Analysis  Artificial Neural Networks  Selection Of Spectral Data  
Quantitative analysis of steels using PLS with three data reduction methods based on LIBS 会议论文
Advanced Materials Research, Guilin, China, June 20-21, 2014
Authors:  Kong HY(孔海洋);  Sun LX(孙兰香);  Hu JT(胡静涛);  Xin Y(辛勇);  Cong ZB(丛智博)
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Atomic Emission Spectroscopy  Chemical Analysis  Least Squares Approximations  
A comparative study of two data reduction methods for steel classification based on LIBS 会议论文
Applied Mechanics and Materials, Guilin, China, June 22-23, 2014
Authors:  Kong HY(孔海洋);  Sun LX(孙兰香);  Hu JT(胡静涛);  Xin Y(辛勇);  Cong ZB(丛智博)
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Artificial Neural Network (Ann)  Classification Of Steels  Laser-induced Breakdown Spectroscopy  Principal Component Analysis (Pca)  
用于熔融金属的激光诱导击穿光谱装置 专利
专利类型: 发明, 专利号: CN102109465A, 公开日期: 2011-06-29,
Inventors:  辛勇;  于海斌;  杨志家;  孙兰香;  丛智博;  孔海洋
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激光诱导击穿光谱法测定铝合金中铁铜硅 期刊论文
冶金分析, 2011, 卷号: 31, 期号: 4, 页码: 9-13
Authors:  丛智博;  孙兰香;  辛勇;  孔海洋;  杨志家
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激光诱导击穿光谱  定量分析  铝合金  检出限  校准曲线  特征谱线  相对误差  分析元素  光栅光谱仪  测试结果  
基于激光诱导击穿光谱的钢液成分在线监视 期刊论文
中国激光, 2011, 卷号: 38, 期号: 9, 页码: 221-226
Authors:  孙兰香;  于海斌;  辛勇;  丛智博;  孔海洋
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光谱学  激光诱导击穿光谱  在线监视  钢液温度  成分  谱线强度  添加料  特征谱线  元素浓度  测量过程  
一种用于熔融金属的激光诱导击穿光谱装置 专利
专利类型: 实用新型, 专利号: CN201575971U, 公开日期: 2010-09-08, 授权日期: 2010-09-08
Inventors:  辛勇;  于海斌;  杨志家;  孙兰香;  丛智博;  孔海洋
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