Development of remote diagnostic monitoring system for pumping equipment with open architecture
The study aim was to develop a remote diagnostic monitoring system for pumping equipment with an open architecture to improve the reliability and efficiency of pump operation in various industrial sectors. The system is designed for the periodic collection and analysis of vibration and temperature s...
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| Format: | Article |
| Language: | English |
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National Aerospace University «Kharkiv Aviation Institute»
2024-11-01
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| Series: | Радіоелектронні і комп'ютерні системи |
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| Online Access: | http://nti.khai.edu/ojs/index.php/reks/article/view/2660 |
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| _version_ | 1841557716805353472 |
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| author | Alexey Savostin Kayrat Koshekov Amandyk Tuleshov Galina Savostina Abay Koshekov |
| author_facet | Alexey Savostin Kayrat Koshekov Amandyk Tuleshov Galina Savostina Abay Koshekov |
| author_sort | Alexey Savostin |
| collection | DOAJ |
| description | The study aim was to develop a remote diagnostic monitoring system for pumping equipment with an open architecture to improve the reliability and efficiency of pump operation in various industrial sectors. The system is designed for the periodic collection and analysis of vibration and temperature signals, which allows for the prompt identification of potential equipment malfunctions and avoidance of emergency shutdowns during the production process. The aim of this study was to develop an effective open architecture for a diagnostic monitoring system for pumping equipment based on IoT technologies. The primary focus is on creating a system architecture that simplifies the installation and operation of equipment, ensures scalability and ease of integration with existing enterprise information systems, and reduces material implementation costs. To achieve this goal, the following objectives were addressed within the study: 1) selection of informative features from vibration signals that allow for the diagnosis of the most common faults in pumping equipment during periodic monitoring; 2) selection of hardware specifications that ensure the diagnostic monitoring system meets the stated requirements; and 3) development of a software and network architecture for the diagnostic monitoring system based on open hardware and software standards. The results of the experiments demonstrated that the developed system enables effective monitoring of the condition of pumping equipment and reduces the risk of emergency shutdowns, thereby optimizing operating costs. The incorporation of wireless technologies, open software products, and standards makes systems flexible and cost-effective, which is especially important for small and medium-sized industrial enterprises. Conclusion. The use of the proposed monitoring system improves the reliability of pumping equipment and maintenance management based on the current state data. |
| format | Article |
| id | doaj-art-5c7e7444e21f4c518365dbaa802a16a2 |
| institution | Kabale University |
| issn | 1814-4225 2663-2012 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | National Aerospace University «Kharkiv Aviation Institute» |
| record_format | Article |
| series | Радіоелектронні і комп'ютерні системи |
| spelling | doaj-art-5c7e7444e21f4c518365dbaa802a16a22025-01-06T10:47:18ZengNational Aerospace University «Kharkiv Aviation Institute»Радіоелектронні і комп'ютерні системи1814-42252663-20122024-11-012024419220610.32620/reks.2024.4.162365Development of remote diagnostic monitoring system for pumping equipment with open architectureAlexey Savostin0Kayrat Koshekov1Amandyk Tuleshov2Galina Savostina3Abay Koshekov4U. Joldasbekov Institute of Mechanics and Engineering; M. Kozybayev North Kazakhstan University, PetropavlovskU. Joldasbekov Institute of Mechanics and Engineering; Civil Aviation Academy, AlmatyU. Joldasbekov Institute of Mechanics and Engineering, Laboratory of Intelligent Robotic Systems, AlmatyM. Kozybayev North Kazakhstan University, PetropavlovskCivil Aviation Academy, AlmatyThe study aim was to develop a remote diagnostic monitoring system for pumping equipment with an open architecture to improve the reliability and efficiency of pump operation in various industrial sectors. The system is designed for the periodic collection and analysis of vibration and temperature signals, which allows for the prompt identification of potential equipment malfunctions and avoidance of emergency shutdowns during the production process. The aim of this study was to develop an effective open architecture for a diagnostic monitoring system for pumping equipment based on IoT technologies. The primary focus is on creating a system architecture that simplifies the installation and operation of equipment, ensures scalability and ease of integration with existing enterprise information systems, and reduces material implementation costs. To achieve this goal, the following objectives were addressed within the study: 1) selection of informative features from vibration signals that allow for the diagnosis of the most common faults in pumping equipment during periodic monitoring; 2) selection of hardware specifications that ensure the diagnostic monitoring system meets the stated requirements; and 3) development of a software and network architecture for the diagnostic monitoring system based on open hardware and software standards. The results of the experiments demonstrated that the developed system enables effective monitoring of the condition of pumping equipment and reduces the risk of emergency shutdowns, thereby optimizing operating costs. The incorporation of wireless technologies, open software products, and standards makes systems flexible and cost-effective, which is especially important for small and medium-sized industrial enterprises. Conclusion. The use of the proposed monitoring system improves the reliability of pumping equipment and maintenance management based on the current state data.http://nti.khai.edu/ojs/index.php/reks/article/view/2660pumping equipmentdiagnostic monitoringvibration signalswireless technologiesopen architecture |
| spellingShingle | Alexey Savostin Kayrat Koshekov Amandyk Tuleshov Galina Savostina Abay Koshekov Development of remote diagnostic monitoring system for pumping equipment with open architecture Радіоелектронні і комп'ютерні системи pumping equipment diagnostic monitoring vibration signals wireless technologies open architecture |
| title | Development of remote diagnostic monitoring system for pumping equipment with open architecture |
| title_full | Development of remote diagnostic monitoring system for pumping equipment with open architecture |
| title_fullStr | Development of remote diagnostic monitoring system for pumping equipment with open architecture |
| title_full_unstemmed | Development of remote diagnostic monitoring system for pumping equipment with open architecture |
| title_short | Development of remote diagnostic monitoring system for pumping equipment with open architecture |
| title_sort | development of remote diagnostic monitoring system for pumping equipment with open architecture |
| topic | pumping equipment diagnostic monitoring vibration signals wireless technologies open architecture |
| url | http://nti.khai.edu/ojs/index.php/reks/article/view/2660 |
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