Diagnostics of leaks with unknown amplitudes against the background of interference caused by accidental consumption in the hydraulic system for the forest complex
The formation of algorithms for leak detection is considered. It is shown that the solution to the problem of specific leak detection may vary depending on the type of hydraulic system and the technologies used. Hydraulic fire extinguishing systems for buildings and structures are used in the forest...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2024-01-01
|
| Series: | BIO Web of Conferences |
| Online Access: | https://www.bio-conferences.org/articles/bioconf/pdf/2024/64/bioconf_ForestryForum2024_04016.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1846139529501605888 |
|---|---|
| author | Sazonova Svetlana Zolnikov Konstantin Skvortsova Tatyana Kravchenko Andrey Zarevich Anton |
| author_facet | Sazonova Svetlana Zolnikov Konstantin Skvortsova Tatyana Kravchenko Andrey Zarevich Anton |
| author_sort | Sazonova Svetlana |
| collection | DOAJ |
| description | The formation of algorithms for leak detection is considered. It is shown that the solution to the problem of specific leak detection may vary depending on the type of hydraulic system and the technologies used. Hydraulic fire extinguishing systems for buildings and structures are used in the forest complex. It is shown that main pipelines with combustible substances pass through the forest complex, leaks in which can cause fires, explosions and environmental damage. Mathematical models and methods for diagnosing leaks in hydraulic systems are considered, including identifying the facts of leakage based on the use of mathematical models to determine the location and size of such leaks. In this paper the research focuses on the detection of leaks with unknown amplitudes based on the verification of a two-alternative hypothesis for a hydraulic system, taking into account interference from stochastic consumption. A single leak is considered as a significant amplitude jump against the background of noise arising in the hydraulic pipeline system due to the selection of the target product by consumers. It is noted that the transition from the task of verifying a two-alternative hypothesis to the task of verifying multi-alternative hypotheses or pattern recognition provides a deeper and more comprehensive analysis of leaks. |
| format | Article |
| id | doaj-art-043c65dcb4df46aeb830f63b8fb445d2 |
| institution | Kabale University |
| issn | 2117-4458 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | BIO Web of Conferences |
| spelling | doaj-art-043c65dcb4df46aeb830f63b8fb445d22024-12-06T09:33:26ZengEDP SciencesBIO Web of Conferences2117-44582024-01-011450401610.1051/bioconf/202414504016bioconf_ForestryForum2024_04016Diagnostics of leaks with unknown amplitudes against the background of interference caused by accidental consumption in the hydraulic system for the forest complexSazonova Svetlana0Zolnikov Konstantin1Skvortsova Tatyana2Kravchenko Andrey3Zarevich Anton4Voronezh State Forestry University named after G. F. MorozovVoronezh State Forestry University named after G. F. MorozovVoronezh State Forestry University named after G. F. MorozovVoronezh State Forestry University named after G. F. MorozovVoronezh State Forestry University named after G. F. MorozovThe formation of algorithms for leak detection is considered. It is shown that the solution to the problem of specific leak detection may vary depending on the type of hydraulic system and the technologies used. Hydraulic fire extinguishing systems for buildings and structures are used in the forest complex. It is shown that main pipelines with combustible substances pass through the forest complex, leaks in which can cause fires, explosions and environmental damage. Mathematical models and methods for diagnosing leaks in hydraulic systems are considered, including identifying the facts of leakage based on the use of mathematical models to determine the location and size of such leaks. In this paper the research focuses on the detection of leaks with unknown amplitudes based on the verification of a two-alternative hypothesis for a hydraulic system, taking into account interference from stochastic consumption. A single leak is considered as a significant amplitude jump against the background of noise arising in the hydraulic pipeline system due to the selection of the target product by consumers. It is noted that the transition from the task of verifying a two-alternative hypothesis to the task of verifying multi-alternative hypotheses or pattern recognition provides a deeper and more comprehensive analysis of leaks.https://www.bio-conferences.org/articles/bioconf/pdf/2024/64/bioconf_ForestryForum2024_04016.pdf |
| spellingShingle | Sazonova Svetlana Zolnikov Konstantin Skvortsova Tatyana Kravchenko Andrey Zarevich Anton Diagnostics of leaks with unknown amplitudes against the background of interference caused by accidental consumption in the hydraulic system for the forest complex BIO Web of Conferences |
| title | Diagnostics of leaks with unknown amplitudes against the background of interference caused by accidental consumption in the hydraulic system for the forest complex |
| title_full | Diagnostics of leaks with unknown amplitudes against the background of interference caused by accidental consumption in the hydraulic system for the forest complex |
| title_fullStr | Diagnostics of leaks with unknown amplitudes against the background of interference caused by accidental consumption in the hydraulic system for the forest complex |
| title_full_unstemmed | Diagnostics of leaks with unknown amplitudes against the background of interference caused by accidental consumption in the hydraulic system for the forest complex |
| title_short | Diagnostics of leaks with unknown amplitudes against the background of interference caused by accidental consumption in the hydraulic system for the forest complex |
| title_sort | diagnostics of leaks with unknown amplitudes against the background of interference caused by accidental consumption in the hydraulic system for the forest complex |
| url | https://www.bio-conferences.org/articles/bioconf/pdf/2024/64/bioconf_ForestryForum2024_04016.pdf |
| work_keys_str_mv | AT sazonovasvetlana diagnosticsofleakswithunknownamplitudesagainstthebackgroundofinterferencecausedbyaccidentalconsumptioninthehydraulicsystemfortheforestcomplex AT zolnikovkonstantin diagnosticsofleakswithunknownamplitudesagainstthebackgroundofinterferencecausedbyaccidentalconsumptioninthehydraulicsystemfortheforestcomplex AT skvortsovatatyana diagnosticsofleakswithunknownamplitudesagainstthebackgroundofinterferencecausedbyaccidentalconsumptioninthehydraulicsystemfortheforestcomplex AT kravchenkoandrey diagnosticsofleakswithunknownamplitudesagainstthebackgroundofinterferencecausedbyaccidentalconsumptioninthehydraulicsystemfortheforestcomplex AT zarevichanton diagnosticsofleakswithunknownamplitudesagainstthebackgroundofinterferencecausedbyaccidentalconsumptioninthehydraulicsystemfortheforestcomplex |