Kothari, Kajal and Mehta, Utkal V. (2021) Fractional - order two - input two - output process identification based on Haar operational matrix. International Journal of Systems Science, 52 (7). pp. 1373-1385. ISSN 0020-7721
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Abstract
The identification of the multi-input-multi-output process is always challenging due to significant loop interactions. This article proposes an identification technique for two-input-two-output processes with fractional order models via the Haar wavelet feature. The presented technique can estimate independent four fractional single-pole time delay models without additional steps to decouple processes during identification. The method uses a well-known relay feedback test to produce the input-output data for measurements. Then, the Haar wavelet operational matrix-based algebraic approach is utilised to identify the unknown process models with reduced complexity. Numerical analysis on various examples show the efficacy even in presence of noise and without additional filter or preprocessing of measured signals. The comparative study proves the advantages of the presented approach.
| Item Type: | Journal Article |
|---|---|
| Uncontrolled Keywords: | TITO process; fractional-order models; identification; Haar wavelet; operational matrix. |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering > Robotics and Automation |
| Divisions: | School of Information Technology, Engineering, Mathematics and Physics (STEMP) |
| Depositing User: | Utkal Mehta |
| Date Deposited: | 06 May 2021 03:31 |
| Last Modified: | 17 Feb 2022 22:42 |
| URI: | https://repository.usp.ac.fj/id/eprint/12778 |
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