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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  
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)  
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  
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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