Neural Network Controller Implementation on a Supersonic Separator
Supersonic Separator was developed in the last decade to replace the conventional method of removing water content from raw natural gas by chemicals. Its first commercialization was in 2004 on Shell B-11 Platform and still in use up until today. The controller in use currently implemented a PID algo...
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2009
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| Online Access: | http://scholars.utp.edu.my/id/eprint/1837/ http://scholars.utp.edu.my/id/eprint/1837/1/E-12.pdf |
| _version_ | 1848659175615234048 |
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| author | Mohamad Hanif, Noor Hazrin Hany Mokhtar, Khairil Anuar |
| author_facet | Mohamad Hanif, Noor Hazrin Hany Mokhtar, Khairil Anuar |
| author_sort | Mohamad Hanif, Noor Hazrin Hany |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | Supersonic Separator was developed in the last decade to replace the conventional method of removing water content from raw natural gas by chemicals. Its first commercialization was in 2004 on Shell B-11 Platform and still in use up until today. The controller in use currently implemented a PID algorithm to control the position of the shockwave within the separator. This shockwave is essential for the separation process. However, a PID control paradigm is quite inefficient due to the non-linear properties of pressure distribution along the shockwave and the behavior of a shockwave that fluctuates generally around 500Hz. Implementation of a Neural Network based controller on the system may yield better results in terms of controllability and stability as shown by some research due to its predictive and adaptive characteristic. |
| first_indexed | 2025-11-13T07:26:15Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:1837 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:26:15Z |
| publishDate | 2009 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:18372017-03-20T01:56:59Z http://scholars.utp.edu.my/id/eprint/1837/ Neural Network Controller Implementation on a Supersonic Separator Mohamad Hanif, Noor Hazrin Hany Mokhtar, Khairil Anuar TK Electrical engineering. Electronics Nuclear engineering Supersonic Separator was developed in the last decade to replace the conventional method of removing water content from raw natural gas by chemicals. Its first commercialization was in 2004 on Shell B-11 Platform and still in use up until today. The controller in use currently implemented a PID algorithm to control the position of the shockwave within the separator. This shockwave is essential for the separation process. However, a PID control paradigm is quite inefficient due to the non-linear properties of pressure distribution along the shockwave and the behavior of a shockwave that fluctuates generally around 500Hz. Implementation of a Neural Network based controller on the system may yield better results in terms of controllability and stability as shown by some research due to its predictive and adaptive characteristic. 2009 Conference or Workshop Item PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/1837/1/E-12.pdf Mohamad Hanif, Noor Hazrin Hany and Mokhtar, Khairil Anuar (2009) Neural Network Controller Implementation on a Supersonic Separator. In: IEEE Student Conference in Research & Development, 16-18 November 2009, UPM, Malaysia. |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Mohamad Hanif, Noor Hazrin Hany Mokhtar, Khairil Anuar Neural Network Controller Implementation on a Supersonic Separator |
| title | Neural Network Controller Implementation on a Supersonic Separator |
| title_full | Neural Network Controller Implementation on a Supersonic Separator |
| title_fullStr | Neural Network Controller Implementation on a Supersonic Separator |
| title_full_unstemmed | Neural Network Controller Implementation on a Supersonic Separator |
| title_short | Neural Network Controller Implementation on a Supersonic Separator |
| title_sort | neural network controller implementation on a supersonic separator |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://scholars.utp.edu.my/id/eprint/1837/ http://scholars.utp.edu.my/id/eprint/1837/1/E-12.pdf |