Yuan LI, Wen-bo ZHANG, Xiao-lin CHEN, Han LI, Guan-jun ZHANG. Application of Gaussian Process Regression on the Quantitative Analysis of the Aging Condition of Insulating Paper by Near-Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2022, 42(10): 3073
- Spectroscopy and Spectral Analysis
- Vol. 42, Issue 10, 3073 (2022)
Fig. 1. NIRS acquisition of insulating paper sample
Fig. 2. Spectra of typical insulating paper samples
Fig. 3. Flowchat of GPR modelling and performance comparison among different models
Fig. 4. Comparison of GPR model performances with different kennels
Fig. 5. Results of model parameter sensitivity tests
Fig. 6. DP prediction results of different quantitative analysis models
Fig. 7. DP prediction results of four quantitative models
| |||||||||||||||||||||||||||||||||||
Table 1. Comparison of different DP prediction models for insulating paper
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20