Neural net based disturbance predictor for model predictive cont

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364149, 364158, 364160, 395903, G05B 1302

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054084067

ABSTRACT:
A control loop for controlling a process or plant which controls the process or plant via an actuator. The control loop receives from the process or plant a signal representative of the process or plant output. The loop includes a nominal controller that generates a control signal for the actuator which is used only in the absence of a predicted disturbance to the process or plant signal from a disturbance mode controller unit having a neural network conditioned for predicting and indicating a disturbance.

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"Neural Networks-a Tutorial for the Power Industry", by Anoop Mathur and Tariq Samad, Proceedings of the American Power Conference, 1990.
"Artificiall Neural Networks in Process Estimation and Control", by Willis, et al, Automatica vol. 28 No. 6, 1181-1187.
"A New Scheme Combining Neural Feedforward Control with Model Predictive Control", by Lee, et al, AlChE Journal, Feb. 92, vol. 38, No. 2.
"Neural Net Based Model Predictive Control", by Saint-Donat, et al, Int. J Control, 1991, vol. 54 No. 6, 1453-1468.

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