Thickness Measurement of Insulation Coating by NIR Spectrometry Based on Boosting-KPLS

HAO Hui-min; LI Shi-wei; ZHANG Wen-dong; LI Peng-wei; HAO Jun-yu; LU Hai-ning; Ken Jia; ZHANG Yong

doi:10.3964/j.issn.1000-0593(2011)08-2081-05

[1] Han Xiaoguang, Zhang Dunming. Science & Technology Information, 2008, 25: 376.

[2] Peng Xuelian. Surface Technology, 2004, 33(6): 80.

[3] Chen Xiuming, Lin Li, Li Ximeng, et al. Journal of Aeronautical Materials, 2009, 1: 87.

[4] Han Xiaoyuan, Zhuo Shangjun, Wang Peiling. Spectroscopy and Spectral Analysis, 2006, 26(1): 159.

[5] Hao Huimin, Cao Jianan, Yu Zhiqiang, et al. Spectroscopy and Spectral Analysis, 2009, 29(8): 2087.

[6] Zhu Dazhou, Ji Baoping, Shi Bolin, et al. Journal of Infrared and Millimeter Waves, 2009, 28(5): 371.

[7] Hu Chuanxin, Song Youhui. Principle and Application of Coating Technology. Beijing: Chemical Industry Press, 2003.

[8] Pearson R K. Control Systems Technology, 2002, 10(1): 55.

[9] Yan Yanlu, Zhao Longlian, Han Donghai, et al. Foundation and Application of NIR Spectral Analysis. Beijing: China Light Industry Press, 2005.

[10] Kennedy J, Eberhart R. Proceedings of the Conference on Systems, Man, and Cybernetics, 1997. 4104.

[11] Duffy N, Helmbold D. Machine Learning, 2002, 47(23): 153.

[12] Yoav Freund, Robert E. Schapire. Journal of Japanese Society for Artificial Intelligence, 1999, 14(5): 771.

[13] Friedman J H. The Annals of Statistics, 2001, 29: 1189.

[14] Taylor J S, Cristianini N. Kernel Methods for Pattern Analysis. Cambridge University Press, Cambridge, England, 2004.

[15] Smola A J. Learning with Kernels. Berlin: Technical University of Berlin, 1998.

[16] Shawe-Taylor J, Cristianini N. Kernel Methods for Pattern Analysis. Cambridge: Cambridge University Press, 2004.

[17] Hao Huimin. Study on Quantitative Analysis Methods for Multi-component Gaseous Mixture by Infrared Spectroscopy Based on Kernel Method. Xi’an: Xi’an Jiaotong University, Doctoral Thesis, 2008. 74.