Online Identification Vs Offline Identification

S.No. Online Identification Offline Identification
1. Used for control applications. Used for Analysis applications.
2. Model is used for controller design. Model is used for offline simulation of systems.
3. Compact and easy to manipulate model. Free run simulation without access to past output measurement.
4. Output prediction with little computational burden. No access to prediction.
5. One step prediction. No means to reconstruct.
6. Correction at each step. Model must be entirely deterministic.
7. Initial model need not be very accurate. Should be more accurate than online.
8. Complexity may be high.

 

 

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