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
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: |
https://doi.org/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 |
| URI: |
|
| 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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