Recurrent neural networks (RNN) have demonstrated their ability in providing a remarkably
accurate modeling approximation to describe the dynamic evolution of complex, nonlinear …

Development of process structure-award RNN models.• RNN model training using plant
data from an ASPEN simulator.• MPC design using various RNN models and …

Recurrent neural networks (RNN) have demonstrated their ability in providing a remarkably
accurate modeling approximation to describe the dynamic evolution of complex, nonlinear …

Process structure-based recurrent neural network modeling for predictive control: A
comparative study (Journal Article) | OSTI.GOV skip to main content Sign In Create Account …