Research and development of data compression methods for technical monitoring systems
Objective. The aim of the study is to develop methods for data compression in relation to monitoring systems.Method. The studies were carried out mainly experimentally, by processing data generated by the information-measuring system of the Altai State Technical University in the process of meteorol...
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| Language: | Russian |
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Dagestan State Technical University
2023-10-01
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| Series: | Вестник Дагестанского государственного технического университета: Технические науки |
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| Online Access: | https://vestnik.dgtu.ru/jour/article/view/1353 |
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| _version_ | 1849410134031204352 |
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| author | A. G. Yakunin |
| author_facet | A. G. Yakunin |
| author_sort | A. G. Yakunin |
| collection | DOAJ |
| description | Objective. The aim of the study is to develop methods for data compression in relation to monitoring systems.Method. The studies were carried out mainly experimentally, by processing data generated by the information-measuring system of the Altai State Technical University in the process of meteorological observations, temperature control and control of the consumption of such energy resources as hot and cold water, heat supply. However, when it was proposed to change their structure and presentation form to compact the stored data, the degree of compression was found theoretically.Result. The results of studies conducted with the participation of the author of the publication in the field of data processing, transmission and storage are presented. Methods for streaming data compression “on the fly” as it arrives, both lossy and lossless, as well as methods based on optimizing the structure of databases designed to store information collected during monitoring, are considered. The main attention is paid to the consideration of data compression created in the process of temperature monitoring, since it is the control and monitoring of temperature processes that is most common in various technical process control systems, heat metering systems both on the consumer side (housing and communal services) and on the side of the heat supply organization.Conclusion. In the vast majority of cases, lossless compression allows you to compress the information received from the monitoring system by more than 10 times, and lossy compression is much stronger, and without losing the pragmatic value of the stored information. |
| format | Article |
| id | doaj-art-0158cbc7d3384b27be20f103a3693f09 |
| institution | Kabale University |
| issn | 2073-6185 2542-095X |
| language | Russian |
| publishDate | 2023-10-01 |
| publisher | Dagestan State Technical University |
| record_format | Article |
| series | Вестник Дагестанского государственного технического университета: Технические науки |
| spelling | doaj-art-0158cbc7d3384b27be20f103a3693f092025-08-20T03:35:15ZrusDagestan State Technical UniversityВестник Дагестанского государственного технического университета: Технические науки2073-61852542-095X2023-10-0150315616610.21822/2073-6185-2023-50-3-156-166818Research and development of data compression methods for technical monitoring systemsA. G. Yakunin0I.I. Polzunova Altai State Technical UniversityObjective. The aim of the study is to develop methods for data compression in relation to monitoring systems.Method. The studies were carried out mainly experimentally, by processing data generated by the information-measuring system of the Altai State Technical University in the process of meteorological observations, temperature control and control of the consumption of such energy resources as hot and cold water, heat supply. However, when it was proposed to change their structure and presentation form to compact the stored data, the degree of compression was found theoretically.Result. The results of studies conducted with the participation of the author of the publication in the field of data processing, transmission and storage are presented. Methods for streaming data compression “on the fly” as it arrives, both lossy and lossless, as well as methods based on optimizing the structure of databases designed to store information collected during monitoring, are considered. The main attention is paid to the consideration of data compression created in the process of temperature monitoring, since it is the control and monitoring of temperature processes that is most common in various technical process control systems, heat metering systems both on the consumer side (housing and communal services) and on the side of the heat supply organization.Conclusion. In the vast majority of cases, lossless compression allows you to compress the information received from the monitoring system by more than 10 times, and lossy compression is much stronger, and without losing the pragmatic value of the stored information.https://vestnik.dgtu.ru/jour/article/view/1353lossy data compressionlossless data compressionstreaming compressiontechnical monitoring systemsdata structuresmodification of rle methods |
| spellingShingle | A. G. Yakunin Research and development of data compression methods for technical monitoring systems Вестник Дагестанского государственного технического университета: Технические науки lossy data compression lossless data compression streaming compression technical monitoring systems data structures modification of rle methods |
| title | Research and development of data compression methods for technical monitoring systems |
| title_full | Research and development of data compression methods for technical monitoring systems |
| title_fullStr | Research and development of data compression methods for technical monitoring systems |
| title_full_unstemmed | Research and development of data compression methods for technical monitoring systems |
| title_short | Research and development of data compression methods for technical monitoring systems |
| title_sort | research and development of data compression methods for technical monitoring systems |
| topic | lossy data compression lossless data compression streaming compression technical monitoring systems data structures modification of rle methods |
| url | https://vestnik.dgtu.ru/jour/article/view/1353 |
| work_keys_str_mv | AT agyakunin researchanddevelopmentofdatacompressionmethodsfortechnicalmonitoringsystems |