Data-Driven Control: Linear System Identification Published 2018-06-10 Download video MP4 360p Recommendations 15:22 Data-Driven Control: The Goal of Balanced Model Reduction 24:31 Data-Driven Control: Overview 1:28:45 Nathan Kutz - The Dynamic Mode Decomposition - A Data-Driven Algorithm 31:15 ARX Time-Series Model 12:13 Model Predictive Control 43:29 Dynamic Mode Decomposition (Theory) 16:15 What Is System Identification? | System Identification, Part 1 20:18 Why Does Diffusion Work Better than Auto-Regression? 38:13 Data-Driven Control with MATLAB and Simulink 24:06 Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! 1:06:28 Data-driven MPC: From linear to nonlinear systems with guarantees 1:09:56 Data Driven Discovery of Dynamical Systems and PDEs 1:25:58 Lecture 17: Subspace Methods for System Identification 20:51 System Identification with Matlab - Control System Design 3/6 - Phil's Lab #9 18:39 This equation will change how you see the world (the logistic map) 12:44 PySINDy tutorial 1: overview of PySINDy for sparse system identification 45:56 Introduction to System Identification Similar videos 31:23 How to Design a Controller When Plant Model is Not Available 10:19 System Identification: Full-State Models with Control 45:10 System identification (linear theory): video 1 Introduction part 1 12:21 Data-Driven Control: Observer Kalman Filter Identification 18:15 Linear System Identification | System Identification, Part 2 05:58 System Identification: Regression Models 17:26 Nonlinear System Identification | System Identification, Part 3 17:05 Data-Driven Control: Eigensystem Realization Algorithm Procedure 10:04 System Identification: Koopman with Control 05:37 How to Design Nonlinear MPC with Deep Learning Prediction Model 48:07 Data Driven Control using MATLAB Part 1 Stabilization and Optimal Control 08:09 System Identification: DMD Control Example More results