Dissolved oxygen generic model control of wastewater treatment process based on immune optimization least squares support vector machine

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn , Issue , 2010, Pages 5082-5086

  Ye, Hongtao ^a,b   Luo, Fei ^a   Xu, Yuge ^a  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

^b GUANGXI UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Generic model control; Immunization; Soft sensor; Support vector machines; Wastewater treatment

Indexed keywords

BIOLOGICAL WASTE WATER TREATMENT; CONTROL ACCURACY; GENERIC MODEL CONTROL; IMMUNE ALGORITHM; IMMUNE OPTIMIZATION; IMMUNE SELECTION; INSTABILITY PROBLEMS; LEAST SQUARES SUPPORT VECTOR MACHINES; MODEL SIMPLIFICATION; OXYGEN UPTAKE RATES; PRECISE CONTROL; PROCESS MODEL; SOFT SENSORS; SUPPORT VECTOR; TIME DELAY PROCESS; TIME VARYING; WASTEWATER TREATMENT PROCESS;

BIOCHEMICAL OXYGEN DEMAND; BIOLOGICAL WATER TREATMENT; DELAY CONTROL SYSTEMS; DISSOLVED OXYGEN; GEARS; IMMUNIZATION; INTELLIGENT CONTROL; MATHEMATICAL OPERATORS; OPTIMIZATION; PREDICTIVE CONTROL SYSTEMS; RECLAMATION; SENSORS; SUPPORT VECTOR MACHINES; VECTORS; WASTEWATER; WASTEWATER TREATMENT; WATER TREATMENT PLANTS;

PROCESS CONTROL;

EID: 77958123498     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCICA.2010.5554565     Document Type: Conference Paper

References (10)

1. H. T. Ye, F. Luo and Y. G. Xu, "Application of RBF network based on immune algorithm to predicting of wastewater treatment", Lecture Notes in Computer Science, pp. 1197-1202, 2009.
2. U. Holmberg, G. Olsson and B. Andersson, "Simultaneous DO control and respiration estimation", Wat. Sci. Tech, Vol. 21, pp. 1185-1195, 1989.
3. C. F. Lindberg, Control and Estimation Strategies applied to the activated sludge process, Stockholm, Sweden: Uppsala University, 1997.
4. S. Marsili-Libelli and A. Voggi, "Estimation of respirometric activities in bioprocess", Journal of Biotechnology, Vol. 52, pp. 181-192, 1997.
5. C. H. Fan and W. Zhu, "DO nonlinear control in biological wastewater treatment". Techniques of Automation & Applications, vol. 27, No. 2, pp. 22-23, 2008.
6. P. Zhang, H. Wang and M. Z. Yuan, "Nonlinear control of dissolved oxygen concentration in wastewater biological treatment process", Chinese Journal of Scientific Instrument, vol. 29, no. 2, pp. 387-391, 2008.
7. J. H. Xu, X. G. Zhang and Y. D. Li, "Advances in support vector machine", Control and Decision, vol. 19, no. 25, pp. 481-484, 2004.
8. X.W. Fan, S. X. Du and T. J. Wu, "Rough support vector machine and its application to wastewater treatment processes", Control and Decision, vol. 19, no.5, pp. 573-575, 2004.
9. D. H. Zhou, Y. H. Jin and Q. L, "Wang Generic model control a simple and practical new approach to nonlinear process control", Information and Control, vol. 27, no.3, pp. 215-219, 1998.
10. st ed., London: IWA Publishing, 1999.