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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Hindawi Publishing Corporation
2014
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/5393/ http://umpir.ump.edu.my/id/eprint/5393/1/813757.pdf |
| _version_ | 1848817588546568192 |
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| author | K., Ramesh Anwaruddin, Hisyam Suriya Kumar, Sinnadurai |
| author_facet | K., Ramesh Anwaruddin, Hisyam Suriya Kumar, Sinnadurai |
| author_sort | K., Ramesh |
| building | UMP Institutional Repository |
| collection | Online Access |
| 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.
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| first_indexed | 2025-11-15T01:24:09Z |
| format | Article |
| id | ump-5393 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:24:09Z |
| publishDate | 2014 |
| publisher | Hindawi Publishing Corporation |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-53932018-01-11T00:55:39Z http://umpir.ump.edu.my/id/eprint/5393/ A New Approach to the Identification of Distillation Column Based on Hammerstein Model K., Ramesh Anwaruddin, Hisyam Suriya Kumar, Sinnadurai TP Chemical technology 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. Hindawi Publishing Corporation 2014 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/5393/1/813757.pdf K., Ramesh and Anwaruddin, Hisyam and Suriya Kumar, Sinnadurai (2014) A New Approach to the Identification of Distillation Column Based on Hammerstein Model. Modelling and Simulation in Engineering, 2014. pp. 799-806. ISSN 1687-5591. (Published) http://dx.doi.org/10.1155/2014/813757 DOI: 10.1155/2014/813757 |
| spellingShingle | TP Chemical technology K., Ramesh Anwaruddin, Hisyam Suriya Kumar, Sinnadurai A New Approach to the Identification of Distillation Column Based on Hammerstein Model |
| 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 |
| topic | TP Chemical technology |
| url | http://umpir.ump.edu.my/id/eprint/5393/ http://umpir.ump.edu.my/id/eprint/5393/ http://umpir.ump.edu.my/id/eprint/5393/ http://umpir.ump.edu.my/id/eprint/5393/1/813757.pdf |