Logistic regression application into leak identification of embankment in-depth probe
Brak miniatury
Data
2022
Inny tytuł
Typ
Artykuł recenzyjny (pokonferencyjny)
Redaktor
dc.contributor.advisor
Dyscyplina PBN
Informatyka techniczna i telekomunikacja
Czasopismo lub seria
Journal of Physics: Conference Series
ISSN
1742-6588
ISBN
DOI
10.1088/1742-6596/2408/1/012021
Strona internetowa
Wydawca
Wydawca
Wydanie
Numer
Strony od-do
Tytuł monografii
item.page.defence
Tytuł tomu
Opis
Rodzaj licencji
Abstrakt (en)
The publication presents the results of research on the method of spatial analysis of moisture in objects with the use of deep-sea electrodes. The research consisted in the preparation and development of algorithms as well as models for the analysis and reconstruction of images on the basis of data obtained from impedance electrical tomography. The selected algorithms were used to convert electrical values into conductance. The input is electrical values and the output is image pixels. The pixels represent the conductance. The paper presents the use of PCA method in logistic regression as well as elastic network in logistic regression for leak detection in embankments. In order to be able to perform the research, deep-sea probes were used to collect data.