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Patrik Valábek

Projects

Design of optimal control using machine learning

We are trying to replace MPC (Model Predictive Control) control with Neural Network (NN). We generated enough data from MPC control of a MIMO (Multiple Inputs Multiple Outputs) system to be able to train our NN. As an input to NN, we used Reference (R), Previous Input (u_qp), and Outputs Read more…

By Patrik Valábek, 3 yearsMay 25, 2022 ago
Recent Posts
  • Moja letná prax v cementárni Danucem
  • Project by Tereza Almášiová: Programming of a neural network on embedded systems
  • Project by Erika Zsideková: Home Automation Design
  • Project by Radovan Reich: On the Search for an Effective Implementation of Model Predictive Controllers
  • Project by Lukáš Chylý: Process Control Supervised by Machine Learning
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