Browsing Waterloo Research by Subject "artificial neural network"
Now showing items 1-3 of 3
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Modelling and optimization of a pilot-scale entrained-flow gasifier using artificial neural networks
(Elsevier, 2019-12-01)This paper explores the construction and validation of an artificial neural network (ANN) in order to accurately and efficiently predict the performance of a pilot-scale gasifier unit. This ANN model consists of multiple ... -
Nonlinear model predictive control of a multiscale thin film deposition process using artificial neural networks
(Elsevier, 2019-11-02)The purpose of this study was to employ Artificial Neural Networks (ANNs) to develop data-driven models that would enable the shrinking horizon nonlinear model predictive control of a computationally intensive stochastic ... -
Predictive models and detection methods applicable in water detection framework for industrial electric arc furnaces
(Elsevier, 2019-09-02)This paper introduces the development of empirical predictive models and detection methods that are incorporated into a water detection framework for an industrial steelmaking electric arc furnace (EAF). The predictive ...