Optimal & Adaptive Control

Description

Revision of modern control systems - Calculus of Extrema - Linear regression - Mathematical modelling and linear regression - Parameter estimation and linear regression - Optimization concept - Optimization techniques - Kalman filter and parameter estimation - Case Study: Application of optimization in a control system - Adaptive control concept - Adaptive control techniques - Concept of Self-tuning in a control system - Self-tuning techniques - Model reference adaptive control - Case study: Application of Adaptive control in a control system.

Program

Bachelor Degree in Electrical and Control Engineering (144)

Objectives

• Revision of modern control systems - Calculus of Extrema - Linear regression - Mathematical modelling and linear regression - Parameter estimation and linear regression - Optimization concept - Optimization techniques - Kalman filter and parameter estimation - Case Study: Application of optimization in a control system - Adaptive control concept - Adaptive control techniques - Concept of Self-tuning in a control system - Self-tuning techniques - Model reference adaptive control - Case study: Application of Adaptive control in a control system.