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McLoone, Seamus and Irwin, George W. (1998) Process Dynamic Modelling Using Continuous Time Local Model Networks. IFAC Proceedings Volumes, 31 (4). pp. 149-154. ISSN 1474-6670
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Abstract
The capabilities of the continuous-time Local Model (LM) network for representing a non-linear dynamic process are studied by simulation of a coupled tank system. The paper shows how normalisation of the network weighting functions limits the modelling accuracy and proposes a solution via the addition of constant bias terms to each of the individual local models.
| Item Type: | Article |
|---|---|
| Keywords: | Multiple model; continuous-time modelling; non-linear modelling; Local Model Networks; |
| Academic Unit: | Faculty of Science and Engineering > Electronic Engineering |
| Item ID: | 8786 |
| Identification Number: | 10.1016/S1474-6670(17)42149-5 |
| Depositing User: | Dr. Seamus McLoone |
| Date Deposited: | 11 Sep 2017 13:25 |
| Journal or Publication Title: | IFAC Proceedings Volumes |
| Publisher: | Elsevier |
| Refereed: | Yes |
| Related URLs: | |
| URI: | https://mu.eprints-hosting.org/id/eprint/8786 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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