Канал: Data, Control, and Mathematics

11. Classification | AI using Python

11. Classification | AI using Python

10. Multivariate Regression | AI using Python

10. Multivariate Regression | AI using Python

9. Neural Network Regression | AI using Python

9. Neural Network Regression | AI using Python

8. Activation functions | AI using Python

8. Activation functions | AI using Python

7. Neural Network | AI using Python

7. Neural Network | AI using Python

6. Logistic Regression | AI using Python

6. Logistic Regression | AI using Python

5. Polynomial Regression | AI using Python

5. Polynomial Regression | AI using Python

4. Linear Regression | AI using Python

4. Linear Regression | AI using Python

3. Regression | AI using Python

3. Regression | AI using Python

2. Introduction to Python | AI using Python

2. Introduction to Python | AI using Python

1. Introduction to AI | AI using Python

1. Introduction to AI | AI using Python

10: Further topics

10: Further topics

9: Nested r - Sliding Controller | Sliding Mode Control

9: Nested r - Sliding Controller | Sliding Mode Control

8: Suboptimal Controller | Sliding Mode Control

8: Suboptimal Controller | Sliding Mode Control

7: Twisting Controller | Sliding Mode Control

7: Twisting Controller | Sliding Mode Control

6: Introduction to Higher Order SMC | Sliding Mode Control

6: Introduction to Higher Order SMC | Sliding Mode Control

5: Chattering | Sliding Mode Control

5: Chattering | Sliding Mode Control

4: First order SMC - Generalizations | Sliding Mode Control

4: First order SMC - Generalizations | Sliding Mode Control

3: First order SMC of Linear Systems | Sliding Mode Control

3: First order SMC of Linear Systems | Sliding Mode Control

2: First order SMC - Examples | Sliding Mode Control

2: First order SMC - Examples | Sliding Mode Control

1: Introduction to First-order SMC | Sliding Mode Control

1: Introduction to First-order SMC | Sliding Mode Control

1: Introduction and Preliminaries

1: Introduction and Preliminaries

Control of Mechanical Systems, Lecture 5: Control of Simple Pendulum

Control of Mechanical Systems, Lecture 5: Control of Simple Pendulum

Control of Mechanical Systems, Lecture 4: Control of AC motors

Control of Mechanical Systems, Lecture 4: Control of AC motors

Control of Mechanical Systems, Lecture 3: Control of DC motors

Control of Mechanical Systems, Lecture 3: Control of DC motors

Control of Mechanical Systems, Lecture 2: Mathematical modeling

Control of Mechanical Systems, Lecture 2: Mathematical modeling

Control of Mechanical Systems, Lecture 1: Introduction

Control of Mechanical Systems, Lecture 1: Introduction

4: Analysis of DC-DC Converters

4: Analysis of DC-DC Converters

8: Constraint LQR

8: Constraint LQR

7: Discrete LQR - Simulation

7: Discrete LQR - Simulation

6: Discrete LQR - Steady state analysis

6: Discrete LQR - Steady state analysis

5: Discrete LQR derivation

5: Discrete LQR derivation

4: Continuous LQR - Simulation

4: Continuous LQR - Simulation

3: Continuous LQR - Steady state analysis

3: Continuous LQR - Steady state analysis

2: Continuous LQR derivation

2: Continuous LQR derivation

10: Further topics

10: Further topics

3: Modeling of Rectifiers and Inverters

3: Modeling of Rectifiers and Inverters

2: Modeling of DC-DC Converters

2: Modeling of DC-DC Converters

1: Introduction

1: Introduction

9: Kalman estimator - Steady state analysis

9: Kalman estimator - Steady state analysis

1: Introduction

1: Introduction

8: Kalman smoother - Simulation

8: Kalman smoother - Simulation

7: Kalman smoother derivation

7: Kalman smoother derivation

6: Kalman filter - Simulation

6: Kalman filter - Simulation

5: Kalman filter derivation

5: Kalman filter derivation

4: Kalman predictor - Simulation

4: Kalman predictor - Simulation

3: Kalman predictor derivation

3: Kalman predictor derivation

2: Mathematical Preliminaries

2: Mathematical Preliminaries

1: Introduction

1: Introduction

10: Further topics

10: Further topics

1: Introduction and Preliminaries

1: Introduction and Preliminaries

5: LMPC - Setpoint tracking

5: LMPC - Setpoint tracking

4: LMPC - Reducing Online Computation

4: LMPC - Reducing Online Computation

9: Feasibility, Stability and Optimality

9: Feasibility, Stability and Optimality

8: NMPC - Setpoint tracking

8: NMPC - Setpoint tracking

7: NMPC - Simulation Results

7: NMPC - Simulation Results

6: Nonlinear MPC (NMPC)

6: Nonlinear MPC (NMPC)

3: LMPC - Simulation Results

3: LMPC - Simulation Results

2: Linear MPC (LMPC)

2: Linear MPC (LMPC)