Direction-dependent system modeling approaches exemplified through an electronic nose system
The modeling of processes exhibiting direction-dependent behavior is considered. Depending on the application, different models may be suitable. This brief is concerned with the use of Wiener models and piecewise-linear (PWL) models. These approaches are applied to data from an electronic nose syste...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
2006
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| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/1985/ http://shdl.mmu.edu.my/1985/1/1335.pdf |
| _version_ | 1848789931753734144 |
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| author | Rosenqvist, F. Ai Hui, Tan Godfrey, K. Karlstrom, A. |
| author_facet | Rosenqvist, F. Ai Hui, Tan Godfrey, K. Karlstrom, A. |
| author_sort | Rosenqvist, F. |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | The modeling of processes exhibiting direction-dependent behavior is considered. Depending on the application, different models may be suitable. This brief is concerned with the use of Wiener models and piecewise-linear (PWL) models. These approaches are applied to data from an electronic nose system, for which knowledge of the physical principles is combined with system identification methods. Both models are found to provide close approximations to the behavior of the system itself. |
| first_indexed | 2025-11-14T18:04:34Z |
| format | Article |
| id | mmu-1985 |
| institution | Multimedia University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:04:34Z |
| publishDate | 2006 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-19852011-09-23T02:55:42Z http://shdl.mmu.edu.my/1985/ Direction-dependent system modeling approaches exemplified through an electronic nose system Rosenqvist, F. Ai Hui, Tan Godfrey, K. Karlstrom, A. TA Engineering (General). Civil engineering (General) The modeling of processes exhibiting direction-dependent behavior is considered. Depending on the application, different models may be suitable. This brief is concerned with the use of Wiener models and piecewise-linear (PWL) models. These approaches are applied to data from an electronic nose system, for which knowledge of the physical principles is combined with system identification methods. Both models are found to provide close approximations to the behavior of the system itself. 2006-05 Article NonPeerReviewed application/pdf en http://shdl.mmu.edu.my/1985/1/1335.pdf Rosenqvist, F. and Ai Hui, Tan and Godfrey, K. and Karlstrom, A. (2006) Direction-dependent system modeling approaches exemplified through an electronic nose system. IEEE Transactions on Control Systems Technology, 14 (3). pp. 526-531. ISSN 1063-6536 http://dx.doi.org/10.1109/TCST.2005.860520 doi:10.1109/TCST.2005.860520 doi:10.1109/TCST.2005.860520 |
| spellingShingle | TA Engineering (General). Civil engineering (General) Rosenqvist, F. Ai Hui, Tan Godfrey, K. Karlstrom, A. Direction-dependent system modeling approaches exemplified through an electronic nose system |
| title | Direction-dependent system modeling approaches exemplified through an electronic nose system |
| title_full | Direction-dependent system modeling approaches exemplified through an electronic nose system |
| title_fullStr | Direction-dependent system modeling approaches exemplified through an electronic nose system |
| title_full_unstemmed | Direction-dependent system modeling approaches exemplified through an electronic nose system |
| title_short | Direction-dependent system modeling approaches exemplified through an electronic nose system |
| title_sort | direction-dependent system modeling approaches exemplified through an electronic nose system |
| topic | TA Engineering (General). Civil engineering (General) |
| url | http://shdl.mmu.edu.my/1985/ http://shdl.mmu.edu.my/1985/ http://shdl.mmu.edu.my/1985/ http://shdl.mmu.edu.my/1985/1/1335.pdf |