{"id":258,"date":"2021-08-04T19:43:43","date_gmt":"2021-08-04T19:43:43","guid":{"rendered":"https:\/\/itgeeks.in\/home\/?p=258"},"modified":"2021-08-04T19:43:45","modified_gmt":"2021-08-04T19:43:45","slug":"2k6-aei-705d-system-identification-and-adaptive-control","status":"publish","type":"post","link":"https:\/\/itgeeks.in\/home\/?p=258","title":{"rendered":"2K6 AEI 705(D) SYSTEM IDENTIFICATION AND ADAPTIVE CONTROL"},"content":{"rendered":"\n

Module I 12 Hrs<\/strong>
Mathematical Modeling of a process \u2013 System Identification \u2013 Definition, Steps and
Limitation \u2013 Non parametric method \u2013 Transient method \u2013 Frequency method \u2013 Correlation
method \u2013 Spectral method
Module II 13 Hrs<\/strong>
White Box, Black Box and Grey Box models \u2013 General Time invariant model \u2013 Transfer
Function Models \u2013 ARX \u2013 ARMAX \u2013 ARMA \u2013 ARARX \u2013 Least Square Method \u2013 Prediction
Error Method \u2013 Best Linear Unbiased Estimate \u2013 BLUE with Linear Constraint \u2013 Instrumental
Variable Method
Module III 15 Hrs<\/strong>
Recursive Identification methods \u2013 Recursive Least Square method(RLS) \u2013 Recursive
Instrumental Variable method (RIV) \u2013 Recursive Extended Instrumental Variable method
(REIV) \u2013 Recursive Prediction Error method (RPEM) \u2013 Pseudo Linear Regression (PLR)
Module IV 12 Hrs<\/strong>
Closed Loop Identification Methods \u2013 Spectral Analysis \u2013 Instrumental Variable method
\u2013 Prediction Error Method
Adaptive Control \u2013 General Block Diagram \u2013 Adaptive Schemes \u2013 Gain Scheduling
Method \u2013 MRAS \u2013 Self Tuning Regulator \u2013 Pole Placement Techniques
 <\/p>\n\n\n\n

Reference Books<\/strong>
1.\u00a0Ljung L., System Identification: Theory for the user, Prentice Hall, Englewood Cliffs,1987.<\/a>
2. Soderstorm T. and Petre stoica, System Identification, Prentice Hall International (UK)
3. Satry S. and Bodson M. adaptive Control \u2013 Stability Convergence and Robustness<\/a><\/p>\n\n\n\n

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S7 Question Paper<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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