Model based fault detection in process plant
In this paper, the application of neural network in detecting sensor failures is presented. The study was conducted on the Tennessee Eastman test problem. Faulty conditions were generated by imposing sensor failures in the reactor operation. Both single and multiple fault conditions were investigate...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
1997
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| Online Access: | http://eprints.utm.my/4715/1/LeongWahHeng1997_ModelBasedFaultDetection.pdf |
| _version_ | 1825909607971684352 |
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| author | Leong, Wah Heng Ahmad, Arshad |
| author_facet | Leong, Wah Heng Ahmad, Arshad |
| author_sort | Leong, Wah Heng |
| collection | ePrints |
| description | In this paper, the application of neural network in detecting sensor failures is presented. The study was conducted on the Tennessee Eastman test problem. Faulty conditions were generated by imposing sensor failures in the reactor operation. Both single and multiple fault conditions were investigated. The results revealed that a three layer feedforward network was capable of providing the intended function. |
| first_indexed | 2024-03-05T18:04:42Z |
| format | Conference or Workshop Item |
| id | utm.eprints-4715 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T18:04:42Z |
| publishDate | 1997 |
| record_format | dspace |
| spelling | utm.eprints-47152017-08-27T01:32:39Z http://eprints.utm.my/4715/ Model based fault detection in process plant Leong, Wah Heng Ahmad, Arshad T Technology (General) In this paper, the application of neural network in detecting sensor failures is presented. The study was conducted on the Tennessee Eastman test problem. Faulty conditions were generated by imposing sensor failures in the reactor operation. Both single and multiple fault conditions were investigated. The results revealed that a three layer feedforward network was capable of providing the intended function. 1997 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/4715/1/LeongWahHeng1997_ModelBasedFaultDetection.pdf Leong, Wah Heng and Ahmad, Arshad (1997) Model based fault detection in process plant. In: Regional Symposium on Chemical Engineering 1997 in conjunction with 13th Symposium of Malaysian Chemical Engineers, 13-15 October 1997, Hyatt Regency, Johor, Malaysia. |
| spellingShingle | T Technology (General) Leong, Wah Heng Ahmad, Arshad Model based fault detection in process plant |
| title | Model based fault detection in process plant |
| title_full | Model based fault detection in process plant |
| title_fullStr | Model based fault detection in process plant |
| title_full_unstemmed | Model based fault detection in process plant |
| title_short | Model based fault detection in process plant |
| title_sort | model based fault detection in process plant |
| topic | T Technology (General) |
| url | http://eprints.utm.my/4715/1/LeongWahHeng1997_ModelBasedFaultDetection.pdf |
| work_keys_str_mv | AT leongwahheng modelbasedfaultdetectioninprocessplant AT ahmadarshad modelbasedfaultdetectioninprocessplant |