Process control using neural network

Details Process control using neural network Process control using neural network

1990-01-08

1992-05-05

Fleming, Michael R.

Boots, shoes, and leggings

395 24, 364162, G05B 1300

Patent

active

051115310

ABSTRACT:
A control system and method for a continuous process in which a trained neural network predicts the value of an indirectly controlled process variable and the values of directly controlled process variables are changed to cause the predicted value to approach a desired value.

REFERENCES:
patent: 4193115 (1980-03-01), Albus
patent: 4777960 (1988-10-01), Berger et al.
patent: 4858147 (1989-08-01), Conwell
patent: 4893255 (1990-01-01), Tomlinson, Jr.
patent: 4903192 (1990-02-01), Saito et al.
patent: 4912653 (1990-03-01), Wood
"Connectionest Expert System", Communication of the ACM, Stephen I. Gallant, vol. 31, No. 2, Feb. 1986.
"Application of Neural Network to the Manufacturing Environment", H. J. Caulfield, SPIE, vol. 954 Optical Testing and Metrology II (1988).
"Automatic Chemical Process Control Using Reinforcement Learning in Artificial Neural Networks", J. C. Hoskins and D. M. Himmelblau, Dept. of Chemical Eng., University of Texas at Austin, 1988.
"Application of Neural Networks to the Manufacturing Environment", H. J. Caulfield, Center for Applied Optics, University of Alabama in Huntsville, pp. 464-467, 1988.
"A Multilayered Neural Network Controller", D. Psaltis, A. Sideris and A. A. Yamamura, IEEE Contr. Syst. Mag., Apr. 1988, pp. 17-21.
"Neuronlike Adaptive Elements That Can Solve Difficult Learning Control Problems", IEEE Trans. Syst. Man., Cybern-1, Sep./Oct. 1983, pp. 834-846.
"Neural Networks, Part 1: What are they and why is everybody so interested in them now?", P. D. Wasserman and T. Schwartz, IEEE Expert, Winter 1987, pp. 10-14.
"Neural Networks, Part 2: What are they and why is everybody so interested in them now?", P. D. Wasserman, T. Schwartz, IEEE Expert, Spring 1988, pp. 10-15.
"An Associative Memory Based Learning Control Scheme with PI-Controller for SISO-Nonlinear Processes", E. Ersu and S. Wienand, IFAC Microcomputer Application in Process Control (1986), pp. 99-105.
"A Symbolic-Neural Method for Solving Control Problems", S. C. Suddarth, S. A. Sutton and A. D. C. Holden, IEEE International Conference on Neural Networks, vol. 1 (1988), pp. I-516-I-523.
"Use of Neural Nets for Dynamic Modeling and Control of Chemical Process Systems", Naveen Bhat and Thomas J. McAvoy, Proceedings of the 1989 American Control Conference, Jun. 21-23, 1989, pp. 1342-1347.

Affiliated with

Also associated with

Rating

Process control using neural network does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Process control using neural network, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Process control using neural network will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFUS-PAI-O-1419324