Concentration measurement of two-phase flow by means of LS-SVM

Proceedings of the 2006 International Conference on Machine Learning and Cybernetics

Volumn 2006, Issue , 2006, Pages 3667-3670

  Peng, Zhen Rui ^a   Liu, Shi Zhong ^a  

^a LANZHOU JIAOTONG UNIVERSITY   (China)

Author keywords

Concentration; Electrical capacitance; Least squares support vector machine; Two phase flow

Indexed keywords

ELECTRIC IMPEDANCE TOMOGRAPHY; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; SUPPORT VECTOR MACHINES; TWO PHASE FLOW;

CONCENTRATION MEASUREMENT; ELECTRICAL CAPACITANCE TOMOGRAPHY (ECT); LEAST SQUARES SUPPORT VECTOR MACHINES; PHASE CONCENTRATION;

CAPACITANCE;

EID: 33947287361     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2006.258623     Document Type: Conference Paper

References (8)

1. Haiqing Li, Measurement of two-phase flow parameter and its applications, Zhejiang University Press, Hangzhou, 1991.
2. Huang. Z., Wang. B. and Li. H., "Dynamic voidage measurements in a gas solid fluidized bed by electrical capacitance tomography", Chemical Engineering Communications, Vol 190, No. 10, pp. 1395-1410, 2003.
3. Zhang. Y., Peng. L., and Yao. D., "Principal component analysis method for two-phase flow concentration measurements", Journal of Tsinghua University (Science & Technology), Vol. 43, No. 3, pp.400-401, 405, 2003.
4. Wang. B., Huang. Z., Chen. G. and Li. H., "Soft sensoring method for concentration measurement of two-phase flow", Journal of Zhejiang University (Engineering Science), Vol. 35, No. 1, pp. 62-66, 2001.
5. V. N. Vapnik, Statistical learning theory, Wiley, New York, 1998.
6. Cao. L. J. and Tay. F. E. H., "Support vector machine with adaptive parameters in financial time series forecasting", IEEE Transactions on neural networks, Vol. 14, No. 6, pp. 1506-1518, 2003.
7. Suykens. J. A. K., Vandewalle. J., "Least squares support vector machine classifiers", Neural Processing Letters, Vol. 9, No. 3, pp. 290-3001, 1999.
8. Suykens. J. A. K., Gestel. T. V., Brabanter J. D., and et al., Least squares support vector machines, World Scientific Press, Singapore, 2002.