ANALYSIS OF STRUCTURE DEFORMATIONS VIA LINEAR REGRESSION
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Abstract
In this article, mathematical methods for analysis of displacement of deformation marks installed at an active subway tunnel were explored with the purpose of forecasting the change of the values of vertical and horizontal displacements of deformation marks. The values of vertical and horizontal displacements of deformation marks from the positions at the start of measurements are calculated. Using linear regression analysis, positive linear correlations between horizontal and vertical displacement values and elapsed time are found on a short time interval. The possibility of using artificial intelligence for solving this problem is discussed.
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I. RAK, Belarusian National Technical University, Minsk
канд. техн. наук, доц.
References
Zaitsev, A.K., Marfenko, S.V., Mikhelev, D.Sh., Vasyutinskii, I.Yu., Klyushin, E.B., Ivanov, M.V. & Yambaev Kh.K. (1991). Geodezicheskie metody issledovaniya deformatsii sooruzhenii. Moscow: Nedra. (In Russ.).
Gulyaev, Yu.P. (2008). Prognozirovanie deformatsii sooruzhenii na osnove rezul'tatov geodezicheskikh nablyudenii: monogr. Novo-sibirsk: SGGA. (In Russ).
Pavlov, A.I. (2016). Tsifrovoe modelirovanie pri monitoringe deformatsii [Digital modeling in monitoring deformation]. Obrazovatel'nye resursy i tekhnologii [Educational Resources and Technologies], 4(16), 98–106. (In Russ, abstr. in Engl.). DOI: 10.21777/2312-5500-2016-4-98-106.
Gan'shin, V.N., Storozhenko, A.F., Il'in, A.G. & Budenkov, N.A. (1981). Izmerenie vertikal'nykh smeshchenii sooruzhenii i analiz ustoichivosti reperov. Moscow: Nedra. (In Russ).
Gridchin, A.N. (1973). Vybor optimal'nogo metoda podbora uravnenii osadok pri ikh prognozirovanii. Metody inzhenernoi geodezii v irrigatsionnom i gidrotekhnicheskom stroitel'stve. Rostov-na-Donu. (In Russ).
Mikhelev, D.Sh., Runov, I.V. & Golubtsov, A.I. (1977). Geodezicheskie izmereniya pri izuchenii deformatsii krupnykh inzhenernykh sooruzhenii. Moscow: Nedra. (In Russ).
Nesterenok, M.S. (1972). O prognozirovanii zatukhayushchei osadki. Geodeziya i aerofotos"emka, (4), 77–81. (In Russ).
Novak, V.E, Gorelov, V.A. & Yambaev, Kh.K. (1975). Veroyatnostno-statisticheskii analiz rezul'tatov stvornykh izmerenii, proizvodimykh opticheskim metodom. Voprosy atomnoi nauki i tekhniki. Ser. Proektirovanie, (11), 39–44. (In Russ).
Sadakova, N.M. (1971). Analiz osadok sooruzhenii sredstvami matematicheskoi statistiki. Publikatsii Moskovskogo instituta zheleznodorozhnogo transporta, (378), 40–53. (In Russ).
Barliani, A.G. (2017). Matematicheskie metody obrabotki i analiza prostranstvennykh dannykh na EVM. Novosibirsk: SGUGiT. (In Russ).
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