A fuzzy process controller for in situ groundwater bioremediation

Engineering Applications of Artificial Intelligence

Volumn 16, Issue 2 SPEC., 2003, Pages 131-147

  Hu, Zhi Y ^a   Huang, Guo H ^a   Chan, Christine W ^a  

^a UNIVERSITY OF REGINA   (Canada)

Author keywords

Control; Fuzzy logic; Groundwater; In situ remediation; Interval parameter; Pollution; Soil

Indexed keywords

ARTIFICIAL INTELLIGENCE; BIOCHEMISTRY; CONTROL SYSTEMS; EXPERT SYSTEMS; FUZZY CONTROL; GROUNDWATER POLLUTION; SOILS;

INTERVAL PARAMETER;

BIOREMEDIATION;

EID: 0043011930     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0952-1976(03)00054-X     Document Type: Article

References (25)

1. Bastian A. Towards intelligent control flexible fuzzy controllers. Journal of the Robotics Society of Japan. 9(1):1995;81-103.
2. Batur C., Kasparain V. Predictive fuzzy expert controllers. Computers and Industrial Engineering. 20(2):1991;199-209.
3. Chen C.T., Peng S.T. Intelligent process control using neural fuzzy techniques. Journal of Process Control. 9:1999;493-503.
4. Clark, B.L., Colombo, R., 1994. In situ bioremediation of petroleum hydrocarbons: lessons learned in process technology. Proceedings of the 87th Annual Meeting and Exhibition, June 19-24.
5. Cookson J.T. Bioremediation Engineering. Design and Application:1995;McGraw-Hill, New York.
6. Dussud M., Galichet S., Foulloy L.P. Application of Fuzzy Logic Control for Continuous Casting Mold Level Control. IEEE Transactions on Control Systems Technology: A Publication of the IEEE Control Systems Society. 6(2):1998;246-257.
7. Freeman H.M., Harris E.F. Hazardous waste remediation. innovative treatment technologies:1995;Technomic Publishing Co. Basel, Switzerland.
8. Haber R.E.et al. Toward intelligent machining. hierarchical fuzzy control for end milling process IEEE Transactions on Control Systems Technology. 6(2):1998;188-199.
9. Harris C.J., Moore C.G., Brown M. Intelligent Control, Aspects of Fuzzy Logic and Neural Nets. 1993;World Scientific, Singapore.
10. Hu Z., Chan C.W., Huang G.H. A fuzzy expert system for site characterization. Expert Systems with Applications. 24(1):2003;123-133.
11. Huang G.H., Chang N.B. The perspectives of environmental informatics and systems analysis. Journal of Environmental Informatics. 1(1):2003;1-6.
12. Huang G.H., Chen Z., Tontiwachwuthukul P., Chakma A. Environmental risk assessment for underground storage tanks through an interval parameter fuzzy relation analysis approach. Energy Resource. 21:1999;75-96.
13. Iijima T., Nakajima Y., Nishiwaki Y. Application of fuzzy logic control system for reactor feed-water control. Fuzzy Sets and Systems. 74(1):1995;61-73.
14. Li W., Chang X. Application of hybrid fuzzy logic proportional plus conventional integral-derivative controller to combustion control of stoker-fired boilers. Fuzzy Sets and Systems. 111(2):2000;267-285.
15. Mendenhall, W., Sincich, T., 1994. Statistics for Engineering and Sciences, 4th Edition. Prentice Hall, Upper Saddle River.
16. Molina J.M.et al. Hydroelectric power plant management relying on neural networks and expert system integration. Engineering Applications of Artificial Intelligence. 13:2000;357-369.
17. Newton, M.S., 1991. Holocene stratigraphy and Magnetostratigraphy of Owens and Mono Lake, Eastern California. Ph.D. thesis, University of Southern California, Los Angeles.
18. Rodrigo M.A., Seco A., Ferrer J., Penya-roja J.M., Valverde J.L. Nonlinear control of an activated sludge aeration process. use of fuzzy techniques for tuning PID controllers ISA, Transactions. 38:1999;231-241.
19. Treadway C. High water level installation of monitoring wells for underground storage tanks. Groundwater Monitoring Review. 10(3):1990;82-89.
20. Troy, M.A., Jerger D.E., 1993. Evaluation of laboratory treatability study data for the full-scale bioremediation of petroleum hydrocarbon contaminated soils. Proceedings of the Applied Bioremediation 93, Fairfield, NJ, October 25-26.
21. US Environmental Protect Agency (EPA), 1984. A groundwater protection strategy for environmental protection, Washington, DC.
22. US Environmental Protect Agency (EPA), 1995. How to evaluate alternative cleanup technologies for underground storage tank sites: a guide for corrective action plan reviewers. In-Situ Groundwater Bioremediation (EPA 510-B-94-003) (Chapter X).
23. US Environmental Protect Agency (EPA), 2002. www.epa.gov/swerust1/cat/insitbio.htm, USEPA Office of Underground Storage Tanks, In-situ Groundwater Bioremediation.
24. Zadeh L.A. Fuzzy sets. Information and Control. 8:1965;338-353.
25. Zadeh L.A. Similarity relations and fuzzy orderings. Informance Science. 3:1971;177-206.