Fuzzy filtering of sensors signals in railway transport systems
The scope of the presented work is devoted to monitoring transport railway networks. These systems have robustness to temporal perturbations. The major paper contributes to the fuzzy filtering of sensor signals incorporating robustness parameters. This novel concept combines a conventional sensor si...
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| Format: | Article |
| Language: | English |
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Ayandegan Institute of Higher Education,
2024-06-01
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| Series: | Journal of Fuzzy Extension and Applications |
| Subjects: | |
| Online Access: | https://www.journal-fea.com/article_193080_b8c872e84d9f564505a2967f715098d5.pdf |
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| _version_ | 1832577844577828864 |
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| author | Mhalla Anis Simon Dutilleul |
| author_facet | Mhalla Anis Simon Dutilleul |
| author_sort | Mhalla Anis |
| collection | DOAJ |
| description | The scope of the presented work is devoted to monitoring transport railway networks. These systems have robustness to temporal perturbations. The major paper contributes to the fuzzy filtering of sensor signals incorporating robustness parameters. This novel concept combines a conventional sensor signal filter mechanism and fuzzy logic principles. The strengths of these two techniques are leveraged to prevent control freezing and the fuzzy systems' ability to handle inaccurate information by employing fuzzy rules. Lastly, an example is shown to prove the efficiency and accuracy of the newly developed approach. The findings reveal that the fuzzy logic allows the maintenance of the travel process in a degraded mode while ensuring traffic quality and customer safety by incorporating expert knowledge. |
| format | Article |
| id | doaj-art-daa7934cea3a4d1dbe9cc632daf53645 |
| institution | Kabale University |
| issn | 2783-1442 2717-3453 |
| language | English |
| publishDate | 2024-06-01 |
| publisher | Ayandegan Institute of Higher Education, |
| record_format | Article |
| series | Journal of Fuzzy Extension and Applications |
| spelling | doaj-art-daa7934cea3a4d1dbe9cc632daf536452025-01-30T15:07:06ZengAyandegan Institute of Higher Education,Journal of Fuzzy Extension and Applications2783-14422717-34532024-06-015222323710.22105/jfea.2024.431394.1347193080Fuzzy filtering of sensors signals in railway transport systemsMhalla Anis0Simon Dutilleul1Laboratory of Automation, Electrical Systems Environment (LAESE), National Engineering School of Monastir (ENIM), Monastir, Tunisia.COSYS Department, ESTAS Laboratory, University of Gustave Eiffel, France.The scope of the presented work is devoted to monitoring transport railway networks. These systems have robustness to temporal perturbations. The major paper contributes to the fuzzy filtering of sensor signals incorporating robustness parameters. This novel concept combines a conventional sensor signal filter mechanism and fuzzy logic principles. The strengths of these two techniques are leveraged to prevent control freezing and the fuzzy systems' ability to handle inaccurate information by employing fuzzy rules. Lastly, an example is shown to prove the efficiency and accuracy of the newly developed approach. The findings reveal that the fuzzy logic allows the maintenance of the travel process in a degraded mode while ensuring traffic quality and customer safety by incorporating expert knowledge.https://www.journal-fea.com/article_193080_b8c872e84d9f564505a2967f715098d5.pdffuzzy filteringsensors signalrailway transportmonitoring |
| spellingShingle | Mhalla Anis Simon Dutilleul Fuzzy filtering of sensors signals in railway transport systems Journal of Fuzzy Extension and Applications fuzzy filtering sensors signal railway transport monitoring |
| title | Fuzzy filtering of sensors signals in railway transport systems |
| title_full | Fuzzy filtering of sensors signals in railway transport systems |
| title_fullStr | Fuzzy filtering of sensors signals in railway transport systems |
| title_full_unstemmed | Fuzzy filtering of sensors signals in railway transport systems |
| title_short | Fuzzy filtering of sensors signals in railway transport systems |
| title_sort | fuzzy filtering of sensors signals in railway transport systems |
| topic | fuzzy filtering sensors signal railway transport monitoring |
| url | https://www.journal-fea.com/article_193080_b8c872e84d9f564505a2967f715098d5.pdf |
| work_keys_str_mv | AT mhallaanis fuzzyfilteringofsensorssignalsinrailwaytransportsystems AT simondutilleul fuzzyfilteringofsensorssignalsinrailwaytransportsystems |