An expert supervisory system for a pilot WWTP

Environmental Modelling and Software

Volumn 14, Issue 5, 1999, Pages 383-390

  Baeza, J ^a   Gabriel, D ^a   Lafuente, J ^a  

^a UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

Author keywords

Activated sludge; Distributed AI system; Expert System; G2; Knowledge based system; Monitoring; Real time supervision and control

Indexed keywords

BIOLOGICAL TREATMENT; COMPUTER CONTROL; WASTE WATER TREATMENT;

ARTIFICIAL INTELLIGENCE; BIOLOGICAL WATER TREATMENT; CHEMICALS REMOVAL (WATER TREATMENT); COMPUTER HARDWARE; COMPUTER SOFTWARE; EXPERT SYSTEMS; NITROGEN REMOVAL; PHOSPHORUS; PROGRAMMABLE LOGIC CONTROLLERS; SCADA SYSTEMS; WASTEWATER TREATMENT;

DISTRIBUTED ARTIFICIAL INTELLIGENCE; REAL TIME EXPERT SYSTEM; SUPERVISORY SETPOINT CONTROL; WASTEWATER TREATMENT PILOT PLANT;

REAL TIME SYSTEMS;

ORGANIC COMPOUND; WASTEWATER; WATER TREATMENT;

EID: 0032911003     PISSN: 13648152     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1364-8152(98)00101-7     Document Type: Article

References (27)

1. Balslev P., Lynggaard-Jensen A., Nickelsen C. Nutrient sensor based real-time on-line process control of a wastewater treatment plant using recirculation. Water Science and Technology. 33(1):1996;183-192.
2. Barnett, M.W., Patry, G.G., Hiraoka, M., 1992. Knowledge-based (expert) systems for the activated sludge process. In: Adrews, J.F. (Ed.), Dynamics and Control of the Activated Sludge Process. Technomic Publ. Co., Lancaster, LA, pp. 231-243.
3. Bond A.H., Gasser L. A subject-indexed bibliography of distributed artificial intelligence. IEEE Transactions on Systems, Man and Cybernetics. SMC-22(6):1992;1260-1281.
4. EPA, 1993. Manual Nitrogen Control. Environmental Protection Agency, Washington, DC, USA.
5. Gabriel D., Baeza J., Valero F., Lafuente J. A novel FIA configuration for the simultaneous determination of nitrate and nitrite and its use for monitoring an urban waste water treatment plant based on N/D criteria. Analytica Chimica Acta. 359:1998;173-183.
6. Gall, R.A.B., Patry, G.G., 1989. Knowledge-based system for the diagnosis of an activated sludge plant. In: Patry, G.G., Chapman, D. (Eds.), Dynamic Modeling and Expert Systems in Wastewater Engineering. Lewis, Chelsea, MI, pp. 193-240.
7. Gensym, 1995. Gensym G2 Reference Manual Version 4.0. Gensym Corporation, Cambridge, MA.
8. Jennings, N.R., Mamdani, E.H., 1992. Using joint responsibility to coordinate collaborative problem solving in dynamic environments. Proc. of American Association of Artificial Intelligence (AAAI'92), San José, CA, pp. 269-275. MIT Press, Cambridge, MA.
9. Jennings, N.R. 1994. Cooperation in industrial multi-agent systems. World Scientific Series in Computer Science 43. World Scientific Pub. Co., New Jersey, NJ.
10. Konstantinov, K.B., Aarts, R., Yoshida, T., 1993. Expert systems in bioprocess control, requisite features. In: Fiechter, A. (Ed.), Bioprocess Design and Control. Springer-Verlag, Berlin/Heildelberg, pp. 169-191.
11. Metcalf & Eddy Inc., 1991. Wastewater Engineering: Treatment/Disposal/Reuse, 3rd ed. McGraw-Hill, New York.
12. Morley, R.E., Schelberg, C., 1993. An analysis of a plant-specific dynamic scheduler. Proceedings of NSF Workshop on Dynamic Scheduling, Cocoa Beach, FL. NSF Arlington, VI.
13. Moulin, B., Chaib-Draa, B., 1996. An overview of distributed artificial intelligence. In: O'Hare, G.M.P., Jennings, N.R. (Eds.), Foundations of Distributed Artificial Intelligence, vol. 1. John Wiley, New York, pp. 3-55.
14. Nielsen M.K., Önnerth T.B. Strategies for handling of on-line information for optimising nutrient removal. Water Science and Technology. 33(1):1996;211-222.
15. Ozgur N.H., Stenstrom M.K. KBES for process control of nitrification in activated sludge process. Journal of Environmental Engineering. 120(1):1994;87-107.
16. Parunak, H.V.D. (1996). Applications of distributed artificial intelligence in industry. In: O'Hare, G.M.P., Jennings, N.R. (Eds.), Foundations of Distributed Artificial Intelligence, vol. 4. John Wiley, New York, pp. 139-164.
17. Patry G.G., Barnett M.W. Innovative computing techniques for development of an integrated computer control system. Water Science and Technology. 26(5-6):1992;1365-1374.
18. Sànchez, M., R-Roda, I., Poch, M., Cortés, U., Lafuente, J., 1994. DAI-DEPUR architecture: Distributed agents for real-time WWTP supervision and control. Proceedings of IFAC/IFIP/IMACS Symposium on Artificial Intelligence in Real Time Control (AIRTC'94), València, Spain, pp. 147-152. UPV, Valencia.
19. Sànchez M., Cortés U., Lafuente J., R-Roda I., Poch M. DAI-DEPUR: an integrated and distributed architecture for wastewater treatment plants supervision. Artificial Intelligence in Engineering. 1:1996;275-285.
20. Serra P., Lafuente J., Moreno R., De Prada C., Poch M. Development of a real time expert system for wastewater treatment plants control. Control Engineering and Practice. 1(2):1993;329-335.
21. Serra P., Sànchez M., Lafuente J., Cortés U., Poch M. DEPUR: a knowledge-based tool for wastewater treatment plants. Engineering Applications of Artificial Intelligence. 7(1):1994;23-30.
22. Serra P., Sanchez M., Lafuente J., Cortés U., Poch M. ISCWAP: A knowledge-based system for supervising activated sludge processes. Computers and Chemical Engineering. 21(2):1997;211-221.
23. Shoham Y. Agent-oriented programming. Artificial Intelligence. 60(1):1993;51-92.
24. Szafnicki K., Graillot D. Knowledge-based real-time fault detection and supervision of urban drainage systems. Automatica. 32(7):1996;1043-1047.
25. Szafnicki K., Bourgois J., Graillot D., Di Benedetto D., Breuil P., Poyet J.P. Real-time supervision of industrial waste-water treatment plants applied to the surface treatment industries. Water Research. 32(8):1998;2480-2490.
26. Thompson L., Mertz G. Real-time expert system implementation at Monsanto-Krummrich. Automatica. 29(5):1993;1177-1183.
27. Verheijen, L., Uchiakawa, I., Kobayashi, T., Endo, I., 1997. IMCS (Intelligent Monitoring and Control System) for wastewater-treatment. In: Book of Abstracts of 8th European Congress on Biotechnology, Hungarian Biochemical Society, Budapest, 299 pp.