Neural network inferential estimator for product composition of a fatty acid distillation column
This paper discuss the application of a software-based estimator for the measurement of fatty acid composition in a palm oil fractionation process. A typical configuration of a distillation column with a appropriate control loops was simulated using Hysys.Plant dynamic process simulator. The simulat...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Faculty of Chemical and Natural Resources Engineering, UTM
2001
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/5033/1/ArshadAhmad2001_NeuralNetworkInferentialEstimator.pdf |
| _version_ | 1796853842258690048 |
|---|---|
| author | Ahmad, Arshad Wong, Teck Siang |
| author_facet | Ahmad, Arshad Wong, Teck Siang |
| author_sort | Ahmad, Arshad |
| collection | ePrints |
| description | This paper discuss the application of a software-based estimator for the measurement of fatty acid composition in a palm oil fractionation process. A typical configuration of a distillation column with a appropriate control loops was simulated using Hysys.Plant dynamic process simulator. The simulation model was proved to be realistic test-bed representing an industrial process since a sufficiently accurate plant/model match was obtained. Using data generated from the simulator, a fatty acid composition estimator was developed using artificial neural networks (ANN). Good estimation of composition was demonstrated. |
| first_indexed | 2024-03-05T18:05:34Z |
| format | Article |
| id | utm.eprints-5033 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T18:05:34Z |
| publishDate | 2001 |
| publisher | Faculty of Chemical and Natural Resources Engineering, UTM |
| record_format | dspace |
| spelling | utm.eprints-50332010-06-01T03:22:54Z http://eprints.utm.my/5033/ Neural network inferential estimator for product composition of a fatty acid distillation column Ahmad, Arshad Wong, Teck Siang T Technology (General) This paper discuss the application of a software-based estimator for the measurement of fatty acid composition in a palm oil fractionation process. A typical configuration of a distillation column with a appropriate control loops was simulated using Hysys.Plant dynamic process simulator. The simulation model was proved to be realistic test-bed representing an industrial process since a sufficiently accurate plant/model match was obtained. Using data generated from the simulator, a fatty acid composition estimator was developed using artificial neural networks (ANN). Good estimation of composition was demonstrated. Faculty of Chemical and Natural Resources Engineering, UTM 2001 Article PeerReviewed application/pdf en http://eprints.utm.my/5033/1/ArshadAhmad2001_NeuralNetworkInferentialEstimator.pdf Ahmad, Arshad and Wong, Teck Siang (2001) Neural network inferential estimator for product composition of a fatty acid distillation column. Proceedings of The 15th Symposium of Malaysian Chemical Engineers SOMChE 2001 . pp. 191-196. |
| spellingShingle | T Technology (General) Ahmad, Arshad Wong, Teck Siang Neural network inferential estimator for product composition of a fatty acid distillation column |
| title | Neural network inferential estimator for product composition of a fatty acid distillation column |
| title_full | Neural network inferential estimator for product composition of a fatty acid distillation column |
| title_fullStr | Neural network inferential estimator for product composition of a fatty acid distillation column |
| title_full_unstemmed | Neural network inferential estimator for product composition of a fatty acid distillation column |
| title_short | Neural network inferential estimator for product composition of a fatty acid distillation column |
| title_sort | neural network inferential estimator for product composition of a fatty acid distillation column |
| topic | T Technology (General) |
| url | http://eprints.utm.my/5033/1/ArshadAhmad2001_NeuralNetworkInferentialEstimator.pdf |
| work_keys_str_mv | AT ahmadarshad neuralnetworkinferentialestimatorforproductcompositionofafattyaciddistillationcolumn AT wongtecksiang neuralnetworkinferentialestimatorforproductcompositionofafattyaciddistillationcolumn |