An Adaptive, Intelligent Control System for Slag Foaming

Applied Intelligence

Volumn 20, Issue 2, 2004, Pages 165-177

  Wilson, Eric L ^a   Karr, Charles L ^a   Bennett, James P ^b  

^a Box 870280   (United States)

^b NATIONAL ENERGY TECHNOLOGY LABORATORY   (United States)

Author keywords

Computational intelligence; Fuzzy logic; Genetic algorithm; Intelligent control; Neural network; Slag foaming; Steel manufacturing

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ELECTRIC ARCS; ELECTRODES; FUZZY SETS; GENETIC ALGORITHMS; INTELLIGENT CONTROL; NEURAL NETWORKS; OPTIMIZATION; SLAGS; STEEL;

SLAG FOAMING; STEEL MANUFACTURING;

ARTIFICIAL INTELLIGENCE;

EID: 1842580822     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1023/B:APIN.0000013338.39348.46     Document Type: Article

References (13)

1. L.R. Medsker, Hybrid Intelligent Systems, Kluwer Academic Publishers: Boston, 1995.
2. W.T. Miller, R.S. Sutton, and P.J. Werbos (Eds.), Neural Networks for Control, The MIT Press: Cambridge, MA, 1991.
3. C.L. Karr, "Genetic algorithms for fuzzy controllers," AI Expert, vol. 6, no. 2, pp. 26-33, 1991a.
4. C.L. Karr, "Fine-tuning a cart-pole balancing fuzzy logic controller using a genetic algorithm," Proceedings of The Applications of Artificial Intelligence VIII Conference, vol. 1468, pp. 26-36, 1991b.
5. C.L. Karr and E.J. Gentry, "Fuzzy control of pH using genetic algorithms," IEEE Transactions on Fuzzy Systems, vol. 1, no. 1, pp. 46-53, 1992.
6. C.L. Karr, S.K. Sharma, W.J. Hatcher, and T.R. Harper, "Fuzzy control of an exothermic chemical reaction using genetic algorithms," Engineering Applications of Artificial Intelligence, vol. 6, no. 6, pp. 575-582, 1993.
7. C. Phillips, C.L. Karr, and G. Walker, "Helicopter flight control with fuzzy logic and genetic algorithms," Engineering Applications of Artificial Intelligence, vol. 9, no. 2, pp. 175-184, 1996.
8. C.L. Karr, Practical Applications of Computational Intelligence for Adaptive Control, CRC Press: Boca Raton, FL, 1999.
9. K. KrishnaKumar and J. Neidhoefer, "Immunized adaptive critic for an autonomous aircraft control application," Artificial Immune Systems and their Applications, Springer-Verlag, Inc., 1998.
10. L.A. Zadeh, "Outline of a new approach to the analysis of complex systems and decision processes," IEEE Transactions on Systems, Man, and Cybernetics, vol. SMC-3, pp. 28-44, 1973.
11. A. Kandel and G. Langholz (Eds.), Fuzzy Control Systems, Boca Raton, FL: CRC Press, 1993.
12. E. Wilson, "Artificial intelligence-based computer modeling tools for controlling slag foaming in electric arc furnaces," Ph.D. Dissertation, University of Alabama, 2002 (submitted).
13. T. Back, D.B. Fogel, and Z. Michalewicz (Eds.), Handbook of Evolutionary Computation, Oxford University Press: New York, 1997.