Model Predictive Control
12:13
YouTubeSteve Brunton
Model Predictive Control
This lecture provides an overview of model predictive control (MPC), which is one of the most powerful and general control frameworks. MPC is used extensively in industrial control settings, and can be used with nonlinear systems and systems with constraints on the state or actuation input. Sparse identification of nonlinear dynamics for model ...
349.3K viewsJun 11, 2018
Model Predictive Control Tutorial
Model Predictive Control from Scratch: Derivation and Python Implementation-Optimal Control Tutorial
47:27
Model Predictive Control from Scratch: Derivation and Python Implementation-Optimal Control Tutorial
YouTubeAleksandar Haber PhD
43.9K viewsSep 14, 2023
Understanding Model Predictive Control (MPC) for Beginners (Python Implementation)
11:37
Understanding Model Predictive Control (MPC) for Beginners (Python Implementation)
YouTubeVDEngineering
24.5K viewsJul 23, 2021
A Model Predictive Control Design Tool with Python - Full code explanation
27:25
A Model Predictive Control Design Tool with Python - Full code explanation
YouTubeVDEngineering
10.1K viewsJan 8, 2022
Top videos
Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters)
42:18
Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters)
YouTubeCyrill Stachniss
55.3K viewsOct 12, 2021
MPC from Basics to Learning-based Design (1/2)
58:26
MPC from Basics to Learning-based Design (1/2)
YouTubeAlberto Bemporad
42.1K viewsMar 23, 2022
Model Predictive Control (MPC) Explained: State-Space Models, Predictions & Optimization Basics
12:10
Model Predictive Control (MPC) Explained: State-Space Models, Predictions & Optimization Basics
YouTubeMohammad alshikh khalil
2.3K views9 months ago
Model Predictive Control Applications
Nonlinear Model Predictive Control Design | Understanding MPC, Part 8
18:10
Nonlinear Model Predictive Control Design | Understanding MPC, Part 8
YouTubeMATLAB
37.2K viewsDec 1, 2021
Model Predictive Control (MPC) Tutorial: MATLAB, Python & 3D Visualization with Drake & Meshcat
25:17
Model Predictive Control (MPC) Tutorial: MATLAB, Python & 3D Visualization with Drake & Meshcat
YouTubeMohammad alshikh khalil
363 views5 months ago
How to Design a Model Predictive Control Controller with Simulink | Understanding MPC, Part 6
9:53
How to Design a Model Predictive Control Controller with Simulink | Understanding MPC, Part 6
YouTubeMATLAB
154.7K viewsSep 17, 2018
Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters)
42:18
Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters)
55.3K viewsOct 12, 2021
YouTubeCyrill Stachniss
MPC from Basics to Learning-based Design (1/2)
58:26
MPC from Basics to Learning-based Design (1/2)
42.1K viewsMar 23, 2022
YouTubeAlberto Bemporad
Model Predictive Control (MPC) Explained: State-Space Models, Predictions & Optimization Basics
12:10
Model Predictive Control (MPC) Explained: State-Space Models, Predictions & Optimization Basics
2.3K views9 months ago
YouTubeMohammad alshikh khalil
CE 397: Control Theory (2023), Lecture 24: Model-predictive control
53:36
CE 397: Control Theory (2023), Lecture 24: Model-predictive control
177 viewsNov 16, 2023
YouTubeMatt Bartos
9. Model-free approaches and Data-enabled Predictive Control | Data-driven Model Predictive Control
8:21
9. Model-free approaches and Data-enabled Predictive Control | Data-driven Model Predictive Control
286 views8 months ago
YouTubeData, Control, and Mathematics
Steve Brunton-Model Predictive Control
24:32
Steve Brunton-Model Predictive Control
101 viewsApr 30, 2024
bilibiliRoxana_w
6. Output and State based Nonlinear MPC | Data-driven Model Predictive Control
6:15
6. Output and State based Nonlinear MPC | Data-driven Model Predictive Control
114 views9 months ago
YouTubeData, Control, and Mathematics
21:19
7. Recurrent Neural Network based NMPC | Data-driven Model Predictive Control
148 views9 months ago
YouTubeData, Control, and Mathematics
10:46
Linearization of Nonlinear Systems for Model Predictive Control (MPC) – Step-by-Step Explanation
184 views9 months ago
YouTubeMohammad alshikh khalil
20:12
1. Introduction and Preliminaries | Data-driven Model Predictive Control
480 views9 months ago
YouTubeData, Control, and Mathematics
25:17
Model Predictive Control (MPC) Tutorial: MATLAB, Python & 3D Visualization with Drake & Meshcat
363 views5 months ago
YouTubeMohammad alshikh khalil
14:05
3. System identification and Ho-Kalman-Kung Algorithm | Data-driven Model Predictive Control
217 views9 months ago
YouTubeData, Control, and Mathematics
8:35
8. State-Space Neural Network based NMPC | Data-driven Model Predictive Control
167 views9 months ago
YouTubeData, Control, and Mathematics
10:23
2. Output and state based Linear MPC | Data-driven Model Predictive Control
138 views9 months ago
YouTubeData, Control, and Mathematics
17:19
Robot Control Course | Chapter 10: Model Predictive Control (MPC)
11 views4 months ago
YouTubeAbolfazl Mohammadijoo
8:30
5. Prediction Error Method | Data-driven Model Predictive Control
124 views9 months ago
YouTubeData, Control, and Mathematics
5:37
How to Design Nonlinear MPC with Deep Learning Prediction Model
22.3K viewsNov 28, 2022
YouTubeMATLAB
55:43
Model Predictive Control and Reinforcement Learning -L16
292 viewsJun 9, 2025
YouTubeRobotic
44:27
Model Predictive Control and Reinforcement Learning -L1
332 viewsJun 9, 2025
YouTubeRobotic
24:10
Model Predictive Control and Reinforcement Learning -L14.1
41 viewsJun 9, 2025
YouTubeRobotic
54:08
Model Predictive Control and Reinforcement Learning -L2
100 viewsJun 9, 2025
YouTubeRobotic
17:22
System Identification and MPC Design using a Low-Cost Bi-Copter Hardware
6.9K views11 months ago
YouTubeMATLAB
14:04
Control101 20: Concepts of MPC
88 views1 month ago
YouTubeJohn Rossiter
55:09
Model Predictive Control (MPC) from Scratch - Derivation and C++ Implementation Using Eigen Library
14.8K viewsSep 17, 2023
YouTubeAleksandar Haber PhD
10:10
FOC with Model Predictive Control (MPC) of PMSM with MATLAB Simulink
1.8K views8 months ago
YouTubeDr. Abdelrahman Farghly
12:15
Model Predictive Control (MPC) of Neutral Point Clamped Inverter Using MATLAB Simulink
1.4K views5 months ago
YouTubeDr. Abdelrahman Farghly
2:30:36
Lecture 6, Spring 2022: Model Predictive Control; Multiagent and Autonomous Systems. ASU
2.3K viewsFeb 18, 2022
YouTubeDimitri Bertsekas
42:23
Model Predictive Control and Reinforcement Learning -L5
24 viewsJun 9, 2025
YouTubeRobotic
14:35
4. Subspace Predictive Control | Data-driven Model Predictive Control
136 views9 months ago
YouTubeData, Control, and Mathematics
See more
Static thumbnail place holder