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
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|
|Deposited By:||Liza Porijo|
|Deposited On:||23 Jun 2011 13:31|
|Last Modified:||23 Jun 2011 13:31|
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