A New Approach to the Identification of Distillation Column Based on Hammerstein Model
Developing a suitable nonlinear model is the most challenging problem in the application of nonlinear model based controllers to distillation column. Hammerstein model consists of a nonlinear static element described by wavenet based nonlinear function, followed by a linear dynamic element described...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Wiley
2014-01-01
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| Series: | Modelling and Simulation in Engineering |
| Online Access: | http://dx.doi.org/10.1155/2014/813757 |
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| _version_ | 1850161806087028736 |
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| author | Ramesh Kanthasamy Hisyam Anwaruddin Suriya Kumar Sinnadurai |
| author_facet | Ramesh Kanthasamy Hisyam Anwaruddin Suriya Kumar Sinnadurai |
| author_sort | Ramesh Kanthasamy |
| collection | DOAJ |
| description | Developing a suitable nonlinear model is the most challenging problem in the application of nonlinear model based controllers to distillation column. Hammerstein model consists of a nonlinear static element described by wavenet based nonlinear function, followed by a linear dynamic element described by the Output Error(OE) model was used in this study to represent the nonlinear dynamics of the distillation column. The model parameters were identified using iterative prediction-error minimization method. The model validation results proved that the Hammerstein model was capable of capturing the nonlinear dynamics of distillation column. |
| format | Article |
| id | doaj-art-fa3e2700669547429984a507da2e0dfa |
| institution | OA Journals |
| issn | 1687-5591 1687-5605 |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Modelling and Simulation in Engineering |
| spelling | doaj-art-fa3e2700669547429984a507da2e0dfa2025-08-20T02:22:41ZengWileyModelling and Simulation in Engineering1687-55911687-56052014-01-01201410.1155/2014/813757813757A New Approach to the Identification of Distillation Column Based on Hammerstein ModelRamesh Kanthasamy0Hisyam Anwaruddin1Suriya Kumar Sinnadurai2Process Systems Engineering Group (PSEG), Faculty of Chemical & Natural Resources Engineering, Universiti Malaysia Pahang, 26300 Kuantan, Pahang, MalaysiaProcess Systems Engineering Group (PSEG), Faculty of Chemical & Natural Resources Engineering, Universiti Malaysia Pahang, 26300 Kuantan, Pahang, MalaysiaCentre for Modern Languages and Human Sciences, Universiti Malaysia Pahang, 26300 Kuantan, Pahang, MalaysiaDeveloping a suitable nonlinear model is the most challenging problem in the application of nonlinear model based controllers to distillation column. Hammerstein model consists of a nonlinear static element described by wavenet based nonlinear function, followed by a linear dynamic element described by the Output Error(OE) model was used in this study to represent the nonlinear dynamics of the distillation column. The model parameters were identified using iterative prediction-error minimization method. The model validation results proved that the Hammerstein model was capable of capturing the nonlinear dynamics of distillation column.http://dx.doi.org/10.1155/2014/813757 |
| spellingShingle | Ramesh Kanthasamy Hisyam Anwaruddin Suriya Kumar Sinnadurai A New Approach to the Identification of Distillation Column Based on Hammerstein Model Modelling and Simulation in Engineering |
| title | A New Approach to the Identification of Distillation Column Based on Hammerstein Model |
| title_full | A New Approach to the Identification of Distillation Column Based on Hammerstein Model |
| title_fullStr | A New Approach to the Identification of Distillation Column Based on Hammerstein Model |
| title_full_unstemmed | A New Approach to the Identification of Distillation Column Based on Hammerstein Model |
| title_short | A New Approach to the Identification of Distillation Column Based on Hammerstein Model |
| title_sort | new approach to the identification of distillation column based on hammerstein model |
| url | http://dx.doi.org/10.1155/2014/813757 |
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