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Updated: May 19, 2026

Multimodal Nonlinear Hyperspectral Chemical Imaging Using Line-Scanning Vibrational Sum-Frequency Generation Microscopy
Published on: December 1, 2023
[Infrared spectroscopy analysis of SF6 using multiscale weighted principal component analysis]
Xi Peng1, Xian-Pei Wang, Yun-Guang Huang
1Laboratory of System Integrated and Fault Diagnosis, Wuhan University, Wuhan 430079, China. pengxi@whu.edu.cn
A new machine learning method improves fault diagnosis for gas insulated switchgear (GIS) by analyzing SF6 gas spectra. This multiscale weighted principal component analysis offers significantly better feature extraction than traditional methods.
Area of Science:
- Electrical Engineering
- Spectroscopy
- Machine Learning
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