Computer-Integrated Monitoring Technology with Support-Decision of Unauthorized Disturbance of Methane Sensor Functioning for Coal Mines
In longwall coal mining, high methane concentrations pose a challenge. Cyber-physical air and gas protection systems ensure operational safety. However, safeguarding methane sensors from unauthorized interference is a key issue. This research aims to develop an intelligent method for detecting distu...
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| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2024-01-01
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| Series: | Journal of Control Science and Engineering |
| Online Access: | http://dx.doi.org/10.1155/2024/1880839 |
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| author | Oleksandr Vovna Hanna Kaydash Leszek Rutkowski Іvan Sakhno Іvan Laktionov Maryna Kabanets Sergey Zozulya |
| author_facet | Oleksandr Vovna Hanna Kaydash Leszek Rutkowski Іvan Sakhno Іvan Laktionov Maryna Kabanets Sergey Zozulya |
| author_sort | Oleksandr Vovna |
| collection | DOAJ |
| description | In longwall coal mining, high methane concentrations pose a challenge. Cyber-physical air and gas protection systems ensure operational safety. However, safeguarding methane sensors from unauthorized interference is a key issue. This research aims to develop an intelligent method for detecting disturbances in methane sensor operation, preventing mining emergencies. The methodological basis for achieving the research goal is an integrated approach using proven scientific methods: analysis of existing scientific and practical results; computer modeling, development, and creation of prototypes of computer-integrated stands for studying the processes of external influence on measurement results. The primary advantage of the proposed method is the software implementation of the specified approach on the existing computer-integrated modules and sensor hardware platform. This allows for the identification of unregulated modes of operation without the need for hardware redundancy during the implementation of measurement modules for information processing in cyber-physical systems. The structure of computer-aided monitoring with decision support has been substantiated and developed, which implements the mathematical apparatus of the proposed method for detecting unauthorized interference with sensor operation modes. The implementation of the developed method of detecting unauthorized interference in the regulated mode of the methane concentration sensor made it possible to detect such interference from 15 seconds, if the concentration is more than 1.45%, to 20 seconds during the action of the minimum methane concentration of 0.24%. The specified time interval from 15 to 20 seconds is approximately equal to the time constant of the transition process, which varies depending on the degree of tightness of its sensitive element. |
| format | Article |
| id | doaj-art-769c87922f254f5a86bb45e65743a099 |
| institution | Kabale University |
| issn | 1687-5257 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Control Science and Engineering |
| spelling | doaj-art-769c87922f254f5a86bb45e65743a0992025-02-03T01:30:20ZengWileyJournal of Control Science and Engineering1687-52572024-01-01202410.1155/2024/1880839Computer-Integrated Monitoring Technology with Support-Decision of Unauthorized Disturbance of Methane Sensor Functioning for Coal MinesOleksandr Vovna0Hanna Kaydash1Leszek Rutkowski2Іvan Sakhno3Іvan Laktionov4Maryna Kabanets5Sergey Zozulya6Department of Computer Systems and NetworksDepartment of Electronic EngineeringSystems Research Institute of the Polish Academy of SciencesDepartment of Mineral Deposits DevelopmentDepartment of Computer Systems SoftwareDepartment of Language TrainingDepartment of Civil and Industrial SecurityIn longwall coal mining, high methane concentrations pose a challenge. Cyber-physical air and gas protection systems ensure operational safety. However, safeguarding methane sensors from unauthorized interference is a key issue. This research aims to develop an intelligent method for detecting disturbances in methane sensor operation, preventing mining emergencies. The methodological basis for achieving the research goal is an integrated approach using proven scientific methods: analysis of existing scientific and practical results; computer modeling, development, and creation of prototypes of computer-integrated stands for studying the processes of external influence on measurement results. The primary advantage of the proposed method is the software implementation of the specified approach on the existing computer-integrated modules and sensor hardware platform. This allows for the identification of unregulated modes of operation without the need for hardware redundancy during the implementation of measurement modules for information processing in cyber-physical systems. The structure of computer-aided monitoring with decision support has been substantiated and developed, which implements the mathematical apparatus of the proposed method for detecting unauthorized interference with sensor operation modes. The implementation of the developed method of detecting unauthorized interference in the regulated mode of the methane concentration sensor made it possible to detect such interference from 15 seconds, if the concentration is more than 1.45%, to 20 seconds during the action of the minimum methane concentration of 0.24%. The specified time interval from 15 to 20 seconds is approximately equal to the time constant of the transition process, which varies depending on the degree of tightness of its sensitive element.http://dx.doi.org/10.1155/2024/1880839 |
| spellingShingle | Oleksandr Vovna Hanna Kaydash Leszek Rutkowski Іvan Sakhno Іvan Laktionov Maryna Kabanets Sergey Zozulya Computer-Integrated Monitoring Technology with Support-Decision of Unauthorized Disturbance of Methane Sensor Functioning for Coal Mines Journal of Control Science and Engineering |
| title | Computer-Integrated Monitoring Technology with Support-Decision of Unauthorized Disturbance of Methane Sensor Functioning for Coal Mines |
| title_full | Computer-Integrated Monitoring Technology with Support-Decision of Unauthorized Disturbance of Methane Sensor Functioning for Coal Mines |
| title_fullStr | Computer-Integrated Monitoring Technology with Support-Decision of Unauthorized Disturbance of Methane Sensor Functioning for Coal Mines |
| title_full_unstemmed | Computer-Integrated Monitoring Technology with Support-Decision of Unauthorized Disturbance of Methane Sensor Functioning for Coal Mines |
| title_short | Computer-Integrated Monitoring Technology with Support-Decision of Unauthorized Disturbance of Methane Sensor Functioning for Coal Mines |
| title_sort | computer integrated monitoring technology with support decision of unauthorized disturbance of methane sensor functioning for coal mines |
| url | http://dx.doi.org/10.1155/2024/1880839 |
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