1 | Lecture 1-Introduction and Motivation | PDF unavailable |
2 | Lecture 2-Linearization of Mechanistic Models | PDF unavailable |
3 | Lecture 3-Linearization of Mechanistic Models (Contd.) | PDF unavailable |
4 | Lecture 4-Introduction to z-transforms and Development of Grey-box models | PDF unavailable |
5 | Lecture 5-Introduction to Stability Analysis and Development of Output Error Models | PDF unavailable |
6 | Lecture 6-Introduction to Stochastic Processes | PDF unavailable |
7 | Lecture 7-Introduction to Stochastic Processes (Contd.) | PDF unavailable |
8 | Lecture 8-Development of ARX models | PDF unavailable |
9 | Lecture 9-Statistical Properties of ARX models and Development of ARMAX models | PDF unavailable |
10 | Lecture 10-Development of ARMAX models (contd.) and Issues in Model Development | PDF unavailable |
11 | Lecture 11-Model Structure Selection and Issues in Model Development (contd.) | PDF unavailable |
12 | Lecture 12-Issues in Model Development (contd.) and State Realizations of Transfer Function Models | PDF unavailable |
13 | Lecture 13-Stability Analysis of Discrete Time Systems | PDF unavailable |
14 | Lecture 14-Lyapunov Functions and Interaction Analysis and Multi-loop Control | PDF unavailable |
15 | Lecture 15-Interaction Analysis and Multi-loop Control (contd.) | PDF unavailable |
16 | Lecture 16-Multivariable Decoupling Control and Soft Sensing and State Estimation | PDF unavailable |
17 | Lecture 17-Development of Luenberger Observer | PDF unavailable |
18 | Lecture 18-Development of Luenberger Observer (contd.) and Introduction to Kalman Filtering | PDF unavailable |
19 | Lecture 19-Kalman Filtering | PDF unavailable |
20 | Lecture 20-Kalman Filtering (contd.) | PDF unavailable |
21 | Lecture 21-Kalman Filtering (contd.) | PDF unavailable |
22 | Lecture 22-Pole Placement State Feedback Control Design and Introduction to Linear Quadratic Gaussian (LQG) Control | PDF unavailable |
23 | Lecture 23-Linear Quadratic Gaussian (LQG) Regulator Design | PDF unavailable |
24 | Lecture 24-Linear Quadratic Gaussian (LQG) Controller Design | PDF unavailable |
25 | Lecture 25-Model Predictive Control (MPC) | PDF unavailable |
26 | Lecture 26-Model Predictive Control (contd.) | PDF unavailable |