Control of the coagulation process in a paper-mill wastewater treatment process using a fuzzy neural network

Chemical and Biochemical Engineering Quarterly

Volumn 24, Issue 4, 2010, Pages 425-435

  Wan, J Q ^a,b   Huang, M Z ^a   Ma, Y W ^a   Guo, W J ^a   Wang, Y ^a   Zhang, H P ^a  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

^b NONE   (China)

Author keywords

Coagulation process; Fuzzy hybrid algorithm; Fuzzy neural network; Predictive control; Wastewater treatment

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COAGULATION PROCESS; FUZZY CONTROL RULES; FUZZY NEURAL NETWORK MODEL; FUZZY-NEURAL; FUZZY-NEURAL CONTROLLERS; HYBRID ALGORITHMS; PAPER MILL; PAPER MILL WASTEWATER; PID CONTROLLERS; PREDICTIVE CONTROL; PROCESS CONTROLLERS; RULE EXTRACTION; SELF-LEARNING ABILITY; WASTEWATER TREATMENT PROCESS;

ALGORITHMS; COAGULATION; CONTROLLERS; FUZZY CONTROL; FUZZY NEURAL NETWORKS; NETWORK PERFORMANCE; OPERATING COSTS; PAPER AND PULP MILLS; PAPERMAKING MACHINERY; PREDICTIVE CONTROL SYSTEMS; RECLAMATION; WASTEWATER; WASTEWATER TREATMENT; WATER TREATMENT PLANTS;

PROCESS CONTROL;

ALGORITHMS; COAGULATION; CONTROL SYSTEMS; CONTROLLERS; EFFLUENT TREATMENT; OPERATING COSTS; PAPER MAKING; PERFORMANCE; PROCESS CONTROL; PULP MILLS; RECLAMATION;

EID: 78650940510     PISSN: 03529568     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (24)

1. Huang, M. Z., Wan, J. Q., Ma, Y. W., Wang, Y., Expert Systems with Applications 36 (2009) 5064.
2. Zhang, Q., Stanley, S. J., Journal of Environmental Engineering ASCE 125 (1999) 153.
3. Chen, J. C., Chang, N. B., Shieh, W. K., Engineering Applications of Artificial Intelligence 16 (2003) 149.
4. Belanche, L., Valdes, J. J., Comas, J., Roda, I. R., Poch, M., Artificial Intelligence in Engineering 14 (2000) 307.
5. Serodes, J. B., Rodriguez, M. J., Ponton, A., Environmental Modeling and Software 16 (2001) 53.
6. Holubar, P., Zani, L., Hager, M., Froschl, W., Radak, Z., Braun, R., Water Research 36 (2002) 2582.
7. Tay, J. H., Zhang, X., Journal of Environmental Engineering ASCE 125 (1999) 1149.
8. Tsai, Y. P., Ouyang, C. F., Chiang, W. L., Wu, M. Y., Water Research 28 (1994) 913.
9. Ferrer, J., Rodrigo, M. A., Seco, A., Penya-roja, J. M., Water Science and Technology 38 (1998) 209.
10. Fu, C. S., Poch, M., Fuzzy Sets and Systems 93 (1998) 281.
11. Murnleitner, E., Becker, T. M., Delgado, A., Water Research 36 (2002) 201.
12. Kalker, T. J. J., van Goor, C. P., Roeleveld, P. J., Ruland, M. F., Babuska, R., Water Science and Technology 39 (1999) 71.
13. Rodrigo, M. A., Seco, A., Ferrer, J., Penya-roja, J. M., Valverde, J. L., ISA Transactions 38 (1999) 231.
14. Traore, A., Grieu, S., Thiery, F., Polit, M., Colprim, J., Computers and Chemical Engineering 30 (2006) 1235.
15. Traore, A., Grieu, S., Puig, S., Corominas, L., Thiery, F., Polit, M., Colprim, J., Chemical Engineering Journal 111 (2005) 13.
16. Fiter, M., Guell, D., Comas, J., Colprim, J., Poch, M., Rodriguez- Roda, I., Environmental Technology 26 (2005) 1263.
17. Bongards, M., Water Science and Technology 3 (2001) 189.
18. Huang, M. Z., Wan, J. Q., Ma, Y. W., Wang, Y., Li, W. J., Sun, X. F., Expert Systems with Applications 36 (2009) 10428.
19. Tay, J. H., Zhang, X. Y., Water Research 34 (2000) 2849.
20. Steyer, J. P., Rolland, D., Bouvier, J. C., Moletta, R., Water Science and Technology 36 (1997) 209.
21. Chen, J. C., Chang, N. B., Engineering Applications of Artificial Intelligence 20 (2007) 959.
22. Takagi, T., Sugeno, M., IEEE Transaction on Systems, Man and Cybernetics 15 (1985) 116.
23. Wang, Y. M., Elhag, T. M. S., Expert Systems with Applications 34 (2008) 3099.
24. Jang, S. R., IEEE Transaction on Systems, Man and Cybernetics 23 (1993) 665.