Statistical and optimization fundamentals. Impulse response identification. Parameter estimation. Frequency response estimation. Experimental methods. Correlation technique. Regression technique. Quasi-linearization method. Adaptive systems. Model reference adaptive systems. Self tuning regulators. Robust adaptive control.
M.Sc. in Electrical and Control Engineering
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| content serial | Description |
|---|
| 1 | Statistical & Optimize Action. |
| 2 | Response Identification. |
| 3 | Parameter Estimation. |
| 4 | Frequency Response Estimation. |
| 5 | Correlation technique. |
| 6 | Regression technique. |
| 7 | Quazi linearization method. |
| 8 | Least square method. |
| 9 | Kalman filter. |
| 10 | Introduction to adaptive systems. |
| 11 | Model reference adaptive systems. |
| 12 | Self tuning regulator. |
| 13 | Solution of the dyfontayn equation. |
| 14 | Robustness adaptive control. |
| 15 | Application of adaptive control on practical system. |
| 16 | Final Exam. |
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