Fuel Level Estimation in Tank of Truck in Motion
The paper presents the results of a case study on estimating the fuel level in the tank of a motor vehicle. A method based on the concept of particle filtering of noisy measurement data is proposed. The algorithm designed using the Sequential Monte Carlo method with Sequential Importance Sampling is...
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| Format: | Article |
| Language: | English |
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Polish Academy of Sciences
2025-06-01
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| Series: | International Journal of Electronics and Telecommunications |
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| Online Access: | https://journals.pan.pl/Content/135253/10_4906_L_Biernacki_sk.pdf |
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| author | Pawel Biernacki Urszula Libal |
| author_facet | Pawel Biernacki Urszula Libal |
| author_sort | Pawel Biernacki |
| collection | DOAJ |
| description | The paper presents the results of a case study on estimating the fuel level in the tank of a motor vehicle. A method based on the concept of particle filtering of noisy measurement data is proposed. The algorithm designed using the Sequential Monte Carlo method with Sequential Importance Sampling is combined with classical digital filters used for signal filtering. In the simulations, real data obtained by measuring fuel levels in the tanks of TIR heavy trucks from one of the Polish trucking companies are used. The performance of the applied method was considered in various measurement situations, such as refueling, driving on an uneven road surface, driving on steep roads, and fading of the measurement signals. |
| format | Article |
| id | doaj-art-6bc20a7c48504f44a4fb24b35de00a43 |
| institution | OA Journals |
| issn | 2081-8491 2300-1933 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | Polish Academy of Sciences |
| record_format | Article |
| series | International Journal of Electronics and Telecommunications |
| spelling | doaj-art-6bc20a7c48504f44a4fb24b35de00a432025-08-20T02:02:58ZengPolish Academy of SciencesInternational Journal of Electronics and Telecommunications2081-84912300-19332025-06-01vol. 71No 2413418https://doi.org/10.24425/ijet.2025.153587Fuel Level Estimation in Tank of Truck in MotionPawel Biernacki0https://orcid.org/0000-0002-0818-5981Urszula Libal1https://orcid.org/0000-0002-3348-510XUniversity of Science andTechnology, Faculty of Electronics, Photonics and Microsystems, Departmentof Acoustics, Multimedia and Signal Processing, Wroclaw, PolandUniversity of Science andTechnology, Faculty of Electronics, Photonics and Microsystems, Departmentof Acoustics, Multimedia and Signal Processing, Wroclaw, PolandThe paper presents the results of a case study on estimating the fuel level in the tank of a motor vehicle. A method based on the concept of particle filtering of noisy measurement data is proposed. The algorithm designed using the Sequential Monte Carlo method with Sequential Importance Sampling is combined with classical digital filters used for signal filtering. In the simulations, real data obtained by measuring fuel levels in the tanks of TIR heavy trucks from one of the Polish trucking companies are used. The performance of the applied method was considered in various measurement situations, such as refueling, driving on an uneven road surface, driving on steep roads, and fading of the measurement signals.https://journals.pan.pl/Content/135253/10_4906_L_Biernacki_sk.pdfautomotive sensorsparticle filtersequential monte carlofuel levelheavy truckvehicle in motion |
| spellingShingle | Pawel Biernacki Urszula Libal Fuel Level Estimation in Tank of Truck in Motion International Journal of Electronics and Telecommunications automotive sensors particle filter sequential monte carlo fuel level heavy truck vehicle in motion |
| title | Fuel Level Estimation in Tank of Truck in Motion |
| title_full | Fuel Level Estimation in Tank of Truck in Motion |
| title_fullStr | Fuel Level Estimation in Tank of Truck in Motion |
| title_full_unstemmed | Fuel Level Estimation in Tank of Truck in Motion |
| title_short | Fuel Level Estimation in Tank of Truck in Motion |
| title_sort | fuel level estimation in tank of truck in motion |
| topic | automotive sensors particle filter sequential monte carlo fuel level heavy truck vehicle in motion |
| url | https://journals.pan.pl/Content/135253/10_4906_L_Biernacki_sk.pdf |
| work_keys_str_mv | AT pawelbiernacki fuellevelestimationintankoftruckinmotion AT urszulalibal fuellevelestimationintankoftruckinmotion |