Abdullah, S. S. and Mohamed Ali, M. S. and Mohamad Hasyim, A. W. I. (2008) Optimization of PID controllers for a fluid mixing system using metamodeling approach. In: 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008. Institute of Electrical and Electronics Engineers, New York, 1282 -1286. ISBN 978-142441718-6
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Official URL: http://dx.doi.org/10.1109/ICIEA.2008.4582724
Abstract
Offline optimization of controller parameters for complex non-linear processes can be time consuming, even with high performance computers. This project demonstrates how Metamodeling techniques can be utilized to tune the controller parameters for a non-linear process quickly. The process used in this study is the mixing process which is a multivariable and intrinsically non-linear plant. The Radial Basis Function Neural Network metamodel used was able to give a good approximation to the optimum controller parameters in this case.
| Item Type: | Book Section |
|---|---|
| Additional Information: | ISBN: 978-142441718-6; 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008; Singapore; 3 June 2008 through 5 June 2008 |
| Uncontrolled Keywords: | liquid mixing process, metamodeling, numerical optimization, radial basis function |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Electrical Engineering |
| ID Code: | 12703 |
| Deposited By: | Liza Porijo |
| Deposited On: | 23 Jun 2011 13:31 |
| Last Modified: | 23 Jun 2011 13:31 |
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