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Applications
- Arduino Lab
- Course Project
- Artificial Pancreas
- Benchmarks I (Basic)
- Benchmarks II (OCP)
- Benchmarks III (Energy)
- Level Control
- Inverted Pendulum
- Double Pendulum
- Fuel Cell
- Ethanol Bioreactor
- Rocket Launch
- COVID-19
Exams
Modeling
Machine Learning
- Introduction
- Regression
- SISO Model ID
- MIMO Model ID
- Classification
- Deep Learning
- LSTM Networks
- Data Sources
Estimation
- Introduction
- Estimation and Control
- Moving Horizon Estimation
- Estimator Objectives
- Estimator Tuning
- Statistics
Control
- Introduction
- Model Predictive Control
- Nonlinear Control
- Control Objectives
- Control Tuning
- Discrete Variables
- Multi-Objective
- Stochastic MPC
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