Classification of Ores Using Laser-Induced Breakdown Spectroscopy Combined with PCA-PSO-SVM

Dapeng Wen; Xiyin Liang; Maogen Su; Fuchun Yang; Tianchen Zhang; Ruilin Chen; Meng Wu

doi:10.3788/LOP202158.2314006

Laser & Optoelectronics Progress, Volume. 58, Issue 23, 2314006(2021)

Classification of Ores Using Laser-Induced Breakdown Spectroscopy Combined with PCA-PSO-SVM

Dapeng Wen¹, Xiyin Liang^1、*, Maogen Su², Fuchun Yang², Tianchen Zhang¹, Ruilin Chen¹, and Meng Wu¹

¹Engineering Research Center of Gansu Province for Intelligent Information Technology and Application, College of Physics and Electronic Engineering, Northwest Normal University, Lanzhou, Gansu 730070, China

²Key Laboratory of Atomic and Molecular Physics & Functional Material of Gansu Province, College of Physics and Electronic Engineering, Northwest Normal University, Lanzhou, Gansu 730070, China

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Dapeng Wen, Xiyin Liang, Maogen Su, Fuchun Yang, Tianchen Zhang, Ruilin Chen, Meng Wu. Classification of Ores Using Laser-Induced Breakdown Spectroscopy Combined with PCA-PSO-SVM[J]. Laser & Optoelectronics Progress, 2021, 58(23): 2314006

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Paper Information

Category: Lasers and Laser Optics

Received: Mar. 4, 2021

Accepted: Apr. 9, 2021

Published Online: Nov. 25, 2021

The Author Email: Xiyin Liang (silver@nwnu.edu.cn)

DOI:10.3788/LOP202158.2314006

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology