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
Understanding Model Predictive Control (MPC) for Beginners (Python Implementation)
11:37
Understanding Model Predictive Control (MPC) for Beginners (Python Implementation)
YouTubeVDEngineering
24.3K viewsJul 23, 2021
Why Use Model Predictive Control? | Understanding MPC, Part 1
4:51
Why Use Model Predictive Control? | Understanding MPC, Part 1
YouTubeMATLAB
274K viewsMay 15, 2018
Getting Started with Model Predictive Control Toolbox
4:05
Getting Started with Model Predictive Control Toolbox
YouTubeMATLAB
38.9K viewsSep 11, 2015
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
55.1K viewsOct 12, 2021
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 views8 months ago
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
43.6K viewsSep 14, 2023
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
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
Nonlinear Model Predictive Control (MPC) in MATLAB | Tank Pressure Control Using fmincon & nlmpc
26:50
Nonlinear Model Predictive Control (MPC) in MATLAB | Tank Pressure Control Using fmincon & nlmpc
YouTubeMohammad alshikh khalil
512 views4 months ago
Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters)
42:18
Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters)
55.1K viewsOct 12, 2021
YouTubeCyrill Stachniss
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 views8 months ago
YouTubeMohammad alshikh khalil
Model Predictive Control from Scratch: Derivation and Python Implementation-Optimal Control Tutorial
47:27
Find in video from 00:14Deriving a Model Predictive Control Algorithm
Model Predictive Control from Scratch: Derivation and Python Im…
43.6K viewsSep 14, 2023
YouTubeAleksandar Haber PhD
Model Predictive Control (MPC) from Scratch - Derivation and C++ Implementation Using Eigen Library
55:09
Find in video from 00:16Overview of Model Predictive Control Algorithm
Model Predictive Control (MPC) from Scratch - Derivation and C+…
15.4K viewsSep 17, 2023
YouTubeAleksandar Haber PhD
Understanding Model Predictive Control (MPC) for Beginners (Python Implementation)
11:37
Understanding Model Predictive Control (MPC) for Beginners (Python Implementation)
24.3K viewsJul 23, 2021
YouTubeVDEngineering
Introduction to Model Predictive Control
20:50
Introduction to Model Predictive Control
18.5K viewsJan 12, 2021
YouTubeNPTEL-NOC IITM
Why Use Model Predictive Control? | Understanding MPC, Part 1
4:51
Why Use Model Predictive Control? | Understanding MPC, Part 1
274K viewsMay 15, 2018
YouTubeMATLAB
58:26
Find in video from 24:00Quadratic Programming Algorithms
MPC from Basics to Learning-based Design (1/2)
41.7K viewsMar 23, 2022
YouTubeAlberto Bemporad
1:03:43
Reinforcement Learning, Model Predictive Control, and the Newton Step for Solving Bellman's Equation
8.9K viewsJun 3, 2025
YouTubeDimitri Bertsekas
4:05
Getting Started with Model Predictive Control Toolbox
38.9K viewsSep 11, 2015
YouTubeMATLAB
1:09:17
Nonlinear Model Predictive Control (MPC) Implementation in MATLAB from Scratch - Part 1
15.9K viewsMay 27, 2024
YouTubeAleksandar Haber PhD
20:12
1. Introduction and Preliminaries | Data-driven Model Predictive Control
480 views9 months ago
YouTubeData, Control, and Mathematics
9:53
Find in video from 01:11Building the Autonomous Steering Control System in Simulink
How to Design a Model Predictive Control Controller with Simulink | …
154.7K viewsSep 17, 2018
YouTubeMATLAB
16:18
Vehicle Path Tracking Using Model Predictive Control
35.5K viewsMar 25, 2022
YouTubeMATLAB
11:32
Find in video from 04:09Building the Predictive Controller
Model Predictive Control System | Neural Network | @MATLABHelper
24.5K viewsAug 22, 2018
YouTubeMATLAB Helper ®
18:10
Nonlinear Model Predictive Control Design | Understanding MPC, Part 8
37.2K viewsDec 1, 2021
YouTubeMATLAB
54:31
NMPC 2024 - Model Predictive Control & RL: A Unified Framework Based on Dynamic Programming
1.3K viewsJan 23, 2025
YouTubeIfac YouTube
10:10
Speed Control of Induction Motor Using FOC and Model Predictive Control in MATLAB Simulink
2K views8 months ago
YouTubeDr. Abdelrahman Farghly
5:37
Find in video from 03:06Training Neural State Space Model
How to Design Nonlinear MPC with Deep Learning Prediction Model
22.2K viewsNov 28, 2022
YouTubeMATLAB
10:10
FOC with Model Predictive Control (MPC) of PMSM with MATLAB Simulink
1.8K views8 months ago
YouTubeDr. Abdelrahman Farghly
1:15:56
Optimal Control (CMU 16-745) 2025 Lecture 10: Convex Model-Predictive Control
2.4K viewsFeb 14, 2025
YouTubeMIT Robotic Exploration Lab
17:22
System Identification and MPC Design using a Low-Cost Bi-Copter Hardware
7.1K views10 months ago
YouTubeMATLAB
3:00
Find in video from 01:18Model Free RL Actor Critic MPC Experiments
Actor-Critic Model Predictive Control (ICRA 2024)
12.2K viewsApr 8, 2024
YouTubeUZH Robotics and Perception Group
6:24
Find in video from 01:11Receding Horizon Control Strategy
L3.3 Introduction to Model Predictive Control (MPC) - regulati…
36.1K viewsMar 9, 2017
YouTubeaa4cc
29:46
Find in video from 01:04Model Predictive Control (MPC)
Nonlinear Model Predictive Control
17.9K viewsDec 19, 2014
YouTubeMaplesoft
3:48
DR-MPC: Deep Residual Model Predictive Control for Real-world Social Navigation
1.6K viewsOct 16, 2024
YouTubeJames Han
0:44
Design of Buck Converter with Model Predictive Controller | Model Predictive Controller | Buck
1.9K views1 year ago
YouTubeLMS Solution
2:24:42
F1TENTH Autonomous Racing: Model Predictive Control
5K viewsNov 17, 2020
YouTubexLAB for Safe Autonomous Systems
16:28
An Introduction to Model Predictive Control (MPC)
685 viewsFeb 7, 2022
YouTubeKeerthi Chacko: Control and Optimization
See more
Static thumbnail place holder