K-Means-CNN-Based Classification Study of Mixed Alloy Samples of Complex Grades

MA Yao-an; HUANG Yu-ting; ZHANG Jian-hao; QU Dong-ming; HU Bei-bei; LIU Bi-ye; YANG Guang; SUN Hui-hui

doi:10.3964/j.issn.1000-0593(2025)07-1946-07

Spectroscopy and Spectral Analysis, Volume. 45, Issue 7, 1946(2025)

K-Means-CNN-Based Classification Study of Mixed Alloy Samples of Complex Grades

MA Yao-an¹, HUANG Yu-ting¹, ZHANG Jian-hao¹, QU Dong-ming¹, HU Bei-bei², LIU Bi-ye², YANG Guang¹, and SUN Hui-hui^1、*

Author Affiliations

¹College of Instrumentation and Electrical Engineering, Jilin University, Changchun　130026, China

²Beijing Oriental Institute of Metrology and Testing, Beijing　100000, China

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References(11)

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MA Yao-an, HUANG Yu-ting, ZHANG Jian-hao, QU Dong-ming, HU Bei-bei, LIU Bi-ye, YANG Guang, SUN Hui-hui. K-Means-CNN-Based Classification Study of Mixed Alloy Samples of Complex Grades[J]. Spectroscopy and Spectral Analysis, 2025, 45(7): 1946

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Paper Information

Received: Jul. 5, 2024

Accepted: Jul. 24, 2025

Published Online: Jul. 24, 2025

The Author Email: SUN Hui-hui (sunhuihui@jlu.edu.cn)

DOI:10.3964/j.issn.1000-0593(2025)07-1946-07

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology