Identification of spill oil species based on low concentration synchronous fluorescence spectra and RBF neural network

Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis

Volumn 32, Issue 4, 2012, Pages 1012-1015

  Liu, Qian Qian ^a   Wang, Chun Yan ^a,b,c   Shi, Xiao Feng ^a   Li, Wen Dong ^a   Luan, Xiao Ning ^a   Hou, Shi Lin ^a   Zhang, Jin Liang ^b   Zheng, Rong Er ^a  

^a OCEAN UNIVERSITY OF CHINA   (China)

^b BEIJING NORMAL UNIVERSITY   (China)

^c WEIFANG UNIVERSITY   (China)

Author keywords

Principal component analysis (PCA); Radial basis function (RBF) artificial neural network; Spill oil identification; Synchronous fluorescence spectra

Indexed keywords

FEATURE EXTRACTION METHODS; LOW CONCENTRATIONS; NONLINEAR CONCENTRATION; OIL IDENTIFICATION; OIL SAMPLES; OIL SOURCES; PRINCIPAL COMPONENT ANALYSIS (PCA); RADIAL BASIS FUNCTIONS; RBF NEURAL NETWORK; RECOGNITION RATES; SYNCHRONOUS FLUORESCENCE; SYNCHRONOUS SPECTRA; TRAINING DATA;

CRUDE OIL; FEATURE EXTRACTION; FLUORESCENCE; NEURAL NETWORKS; OIL WELLS; PRINCIPAL COMPONENT ANALYSIS; RADIAL BASIS FUNCTION NETWORKS;

POLYCYCLIC AROMATIC HYDROCARBONS;

EID: 84859512550     PISSN: 10000593     EISSN: None     Source Type: Journal    
DOI: 10.3964/j.issn.1000-0593(2012)04-1012-04     Document Type: Article

References (13)

1. Wang Z D, Fingas M F. Marine Pollution Bulletin, 2003, 47(9-12): 423.
2. Wang Z D, Fingas M F, Page D S. Journal of Chromatography A, 1999, 843(1-2): 369
3. CHEN Guo-hua, WANG Shu-mei, ZHAO Ru-xiang. Water Oil Pollution Governance. Beijing: Chemical Industry Press, 2002.
4. Deepa S, Sarathi R, Mishra A K. Talanta, 2006, 70(4): 811.
5. Li J F, Fuller S, Cattle J, et al. Analytica Chimica Acta, 2004, 514(1): 51.
6. Abbas O, Rebufa C, Dupuy N, et al. Fuel, 2006, 85(17-18): 2653.
7. Patra D, Mishra A K. Analytica Chimica Acta, 2002, 454(2): 209.
8. SONG Cheng-wen, LIU Yu, LI Ying, et al. Ship&Ocean Engineering, 2009, 38(3): 16.
9. Wang C Y, Li W D, Luan X N, et al. Talanta, 2010, 81(1-2): 684.
10. Bianchini M, Frasconi P, Gori M. IEEE Transactions On Neural Networks, 1995, 6(3): 749.
11. GAO Juan. Artificial Neural Networks Principle and Simulation Examples. Beijing: China Machine Press, 2003.
12. MA Jun, SHI Xiao-feng, ZHENG Rong-er, et al. Acta Laser Biology Sinica, 2005, 14(6): 432.
13. WANG Chun-yan, DENG Mei-yin, YANG Xiao-ming, et al. Petroleum Exploration and Development, 2006, 33(2): 205.