REVIEW OF MODERN TOOLS AND SYSTEMS FOR AUTOMATIC CALIBRATION OF EQUIPMENT
DOI:
https://doi.org/10.31471/1993-9981-2024-1(52)-15-25Keywords:
metrology; measurement; standardization; review; neural networks; algorithmization; software; instrument building; calibration; automationAbstract
The tasks of automatic calibration and adjustment of systems are common and arise in many areas, including the metrology direction. The work provides a general analysis of the elements of the standardization system of Ukraine aimed at regulating the calibration tasks of metrological equipment. The analysis of Ukrainian and foreign information sources on the calibration of metrological equipment, as well as the calibration of other systems, approaches to which can be applied in solving the problem of automating the calibration of metrological (measuring, control and diagnostic) equipment was performed. It was determined that in Ukrainian sources, the task of automating the calibration process or procedure occurs minimally, and mainly in the context of foreign research, while Ukrainian researchers are mostly focused on certain related tasks, such as remote telemetry and control of metrological equipment. Considered foreign sources regarding the task of automatic, automated calibration of devices, systems, etc. Two main dichotomies of the directions of work of foreign researchers in the context of the calibration task are noted, namely: neural network - algorithmic (non-deterministic - deterministic), abstracted to generalized systems - specialized to direct implementation. Because the calibration task is broad, the sources reviewed cover more than just the direct metrological application of the calibration task. The considered sources also include problems of calibration of software and electronic systems of non-metrological purpose. The identified methods and solutions for calibrating systems, calibration automation, implemented in the form of algorithms, devices, neural networks, applied to devices, sensors, software environments, etc.
Downloads
References
1. DSTU 3989-2000. Metrolohiia. Kalibruvannia zasobiv vymiriuvalnoi tekhniky. Osnovni polozhennia, orhanizatsiia, poriadok provedennia ta oformlennia rezultativ (61379). [in Ukrainian]
2. Pro metrolohiiu ta metrolohichnu diialnist. Zakon Ukrainy vid 05.06.2014 № 1314-VII. [in Ukrainian]
3. Wei Pengjin, Yan Guohang, Li Yikang, Fang Kun, Cai Xinyu, Liu Wei, Yang Jie. Automatic multi-LiDAR calibration and refinement method. Measurement Science and Technology. 2024. 35. DOI: 10.1088/1361-6501/ad3c60
4. Chairat Sawrawit, Chaichulee Sitthichok Dissaneewate, Tulaya Wangkulangkul, Piyanun, Kongpanichakul, Laliphat. AI-Assisted Assessment of Wound Tissue with Automatic Color and Measurement Calibration on Images Taken with a Smartphone. Healthcare. 2023. Vol. 11(2). P. 273. DOI: 10.3390/healthcare11020273
5. Covolan João Pedro Oliveira, Claiton Sanches, S.R.R., Sementille Antonio. Non-deterministic method for semi-automatic calibration of smartphone-based OST HMDs. Virtual Reality. 2024. 28. DOI: 10.1007/s10055-024-00978-1.
6. Zheng Jiangyi, Xie Pinhua, Tian Xin, Xu Jin, Qin Min, Hu Feng, Lv Yinsheng, Zhang Zhidong, Zhang Qiang, Liu Wenqing. Research on Automatic Wavelength Calibration of Passive DOAS Observations Based on Sequence Matching Method. Remote Sensing. 2024. 16. 1485. DOI: 10.3390/rs16091485
7. Hu Xiaoyin, Li Ye, Zhang Haoyu, Yu Yueling, Kang Zhangyi Design and Application of Automatic Calibration Device for Multi-Channel Resistance Strain Gauge Indicator. Journal of Physics: Conference Series. 2021. 2113. 012040. DOI: 10.1088/1742-6596/2113/1/012040
8. Jeong Doo, Kim Jong Dae Song, Hye Kim, Yu-Seop Park Chan. Efficient Calibration Tool for Thermistor Temperature Measurements. Applied Mechanics and Materials. 2015. 764-765. 1304-1308. DOI: 10.4028/www.scientific.net/AMM.764-765.1304
9. Shvedova V.V., Sheinych S.I. Ohliad i analiz isnuiuchykh tekhnichnykh rishen pobudovy system kalibruvannia. Naukove myslennia [elektronne dzherelo]. URL: https://naukam.triada.in.ua/index.php/
konfeentsiji/66-tridtsyat-p-yata-vseukrajinska-praktichno-piznavalna-internet-konferentsiya/
860-oglyad-i-analiz-isnuyuchikh-tekhnichnikh-rishen-pobudovi-sistem-kalibruvannya [in Ukrainian]
10. DSTU ISO 10012:2005 Systemy keruvannia vymiriuvanniam. Vymohy do protsesiv vymiriuvannia ta vymiriuvalnoho obladnannia (ISO 10012:2003, IDT) [in Ukrainian]
11. DSTU OIML D 3:2008 Metrolohiia. Vidpovidnist zasobiv vymiriuvalnoi tekhniky zakonodavchym vymoham (OIML D 3:1979, IDT) [in Ukrainian]
12. Poriadok provedennia povirky zakonodavcho rehulovanykh zasobiv vymiriuvalnoi tekhniky, shcho perebuvaiut v ekspluatatsii, ta oformlennia yii rezultativ. Nakaz Ministerstva ekonomichnoho rozvytku i torhivli Ukrainy №193 vid 08.02.2016. Kyiv. Ukraina. 2016. [in Ukrainian]
13. DSTU EN 61391-1:2018 Ultrazvuk. Ekho-impulsni skanery. Chastyna 1. Metody kalibruvannia prostorovykh vymiriuvalnykh system ta vymiriuvannia rozsiiuvannia tochky funktsiinoho vidhuku (EN 61391-1:2006, IDT; IEC 61391-1:2006, IDT). Zi zminoiu No 1:2018. [in Ukrainian]
14. Dovhopolyi S.O. Kalibruvannia zasobiv vymiriuvalnoi tekhniky za dopomohoiu shtuchnykh neironnykh merezh. Radioelektronika ta molod u XXI stolitti. T. 4: Konferentsiia "Perspektyvy rozvytku infokomunikatsii ta informatsiino-vymiriuvalnykh tekhnolohii": materialy 28-ho Mizhnar. molodizh. Forumu. 16–18 kvit. 2024. P. 198 – 200. [in Ukrainian]
15. Velychko O.M. Kalibrovka zasobiv vymiriuvalnoi tekhniky cherez internet: stan i perspektyvy vprovadzhennia Ukrainskyi metrolohichnyi zhurnal. 2006. No 1. P. 45-49. [in Ukrainian]
16. Velychko O.N., Karpenko S.R., Huryn R. V. Dystantsiine kalibruvannia analizatoriv yakosti elektrychnoi enerhii firmy FLUKE Zbirnyk naukovykh prats ODATRIa. 2013. No 1(2). [in Ukrainian]
17. Yeremenko V.S., Mokiichuk V.M., Ramazanova-Stopkina O.A., Redko O.O. Natsionalni osoblyvosti kalibruvannia. Ukrainskyi metrolohichnyi zhurnal. 2017. No 4, P. 12-18. [in Ukrainian]
18. Motalo V.P. Analiz metodyk veryfikatsii ta kalibruvannia zasobiv vymiriuvalnoi tekhniky. Vymiriuvalna tekhnika i metrolohiia. 2019. Vol. 80, Iss. 1. P. 51-66. [in Ukrainian]
19. Kibriya Ghulam, Botzheim János, Orosz Ákos, Bagi Katalin. Automatic calibration of a discrete element model of a masonry arch by swarm intelligence methods. Computers. Structures. 2024. 299. 107401. DOI: 10.1016/j.compstruc.2024.107401
20. Yılmaz Muhammet. An Automatic Parameter Calibration Method for the TUW Model in Streamflow Modeling. Journal of the Institute of Science and Technology. 2024. Vol. 14. P. 773-782. DOI: 10.21597/jist.1406563
21. Crovini E., Pamela S. J. P., Duncan A. B., JOREK Team. Automatic JOREK calibration via batch Bayesian optimization. Phys. Plasmas. 1 June 2024; 31 (6): 063901. DOI: 1063/5.0191997
22. The JOREK non-linear MHD Code [elektronnyi resurs]. URL: https://www.jorek.eu/
23. Zheng Jiangyi, Xie Pinhua, Tian Xin, Xu Jin, Qin Min, Hu Feng, Lv Yinsheng, Zhang Zhidong, Zhang Qiang, Liu Wenqing. Research on Automatic Wavelength Calibration of Passive DOAS Observations Based on Sequence Matching Method. Remote Sensing. 2024. Vol. 16. P. 1485. DOI: 10.3390/rs16091485
24. Lin Zhonglin, Liu Wenchao, Gan Jinyu, Lu Jilian, Huang Feng, Wu Xianyu, Wang Weixiong. An Automatic Calibration Method for the Field of View Aberration in a Risley-Prism-Based Image Sensor. Sensors. 2023. Vol. 23. P. 7777. DOI: 10.3390/s23187777
25. Yang Ju, Yi Hong, Li Zhangyuan Ren Changqing. Automatic calibration system of thermo-hygrometers. Journal of Physics: Conference Series. 2023. 2554. 012002. DOI: 10.1088/1742-6596/2554/1/012002
26. Rahman Nizar, Sya'roni Imam, Hartanto Anton, Prasetyono Agus, Subiantoro Irfan. Design and build a microcontroller based dip coater tool with an automatic calibration system. Indonesian Physical Review. 2024. Vol. 8. P. 48-61. DOI: 10.29303/ipr.v8i1.364
27. Zhu Lihua, Yun Qifan, Wu Zhiqiang, Chen Cheire. Design of Automatic Batch Calibration and Correction System for IMU. Computers, Materials, Continua. 2021. Vol. 71. P. 1489-1501. DOI: 10.32604/cmc.2022.0220
28. Covolan J.P.M., Oliveira C., Sanches S.R.R. et al. Non-deterministic method for semi-automatic calibration of smartphone-based OST HMDs. Virtual Reality. 2024. Vol. 28, P. 77. DOI: 10.1007/s10055-024-00978-1
29. Danacı Erkan. Analyzing the Automatic Power Level Control Effect of a Signal Generator in RF Power Sensor Calibration by a Direct Comparison Transfer Method and a Millimeter Wave Application. Sensors. 2024. 24. DOI: 10.3390/s24020609