Research Article
A Continuous-Discrete Finite Memory Observer Design for a Class of Nonlinear Systems: Application to Fault Diagnosis
Algorithm 1
The summarized nonlinear CD-FMO algorithm.
| Step 1: Initialization (). At each frozen time instant , given the measurement set and the previous estimation . | | Step 2: Calculating for all the elements in set , then using Newton-Cotes formulas to compute by (16a) | | Step 3: Perform a one-step prediction of at instant , noted as , by using and (13). | | Step 4: Iterative updating () | | (4a) Calculating by (17) with the predicted in Step 3; | | (4b) Using Newton-Cotes formulas to obtain by (16b); | | (4c) Computing the whole integral term by (15); | | (4d) Updating as via (11) and (12a); | | (4e) If or , then terminate iteration; else set , , and go back to (4a). | | Step 5: Moving the time window to next time instant , and go back to Step 1. |
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