Analysis of geospatial areas using electrical resistance tomography

• Autorzy: Rymarczyk Tomasz , Tchórzewski Paweł , Niderla Konrad , Adamkiewicz Przemysław , Kania Konrad , Sikora Jan

Identyfikatory

DOI

10.15199/48.2020.02.08

Warianty tytułu

PL

Analiza obszarów geoprzestrzennych z wykorzystaniem elektrycznej tomografii rezystancyjnej

• Języki publikacji: EN

Abstrakty

EN

The article presents an analysis of geospatial areas using electrical resistive tomography. Tomography can be used to calculate conductivity by measuring potential differences in a flood embankment. The problem is that each material has unique conductivity. This method collects data on the edge of the tested area, by which the conductivity distribution in the tested object is determined. An inverse problem has been resolved to visualize the properties of the object being tested. The optimization of the objective function uses so-called regularization based on total variation regularization. The best results were obtained by the Gauss-Newton method with Laplace regularization.

PL

W artykule przedstawiono analizę obszarów geoprzestrzennych z wykorzystaniem elektrycznej tomografii rezystancyjnej. Tomografię można wykorzystać do obliczenia przewodności poprzez pomiar różnic potencjałów w wale przeciwpowodziowych. Problem polega na tym, że każdy materiał ma niepowtarzalną przewodność. Ta metoda zbiera dane na brzegu badanego obszaru, za pomocą których określa się rozkład przewodności w badanym obiekcie. Rozwiązano problem odwrotny w celu wizualizacji właściwości testowanego obiektu. W optymalizacji funkcji celu zastosowano tak zwaną regularyzację opartą na regularyzacji całkowitej zmienności. Najlepsze wyniki uzyskano metodą Gaussa-Newtona z regularyzacją Laplace'a.

Słowa kluczowe

EN

electrical resistance tomography; inverse problem; image reconstruction

PL

elektryczna tomografia rezystancyjna; zagadnienie odwrotne; rekonstrukcja obrazu

• Wydawca: Wydawnictwo SIGMA-NOT
• Czasopismo: Przegląd Elektrotechniczny
• Rocznik: 2020
• Tom: R. 96, nr 2
• Strony: 40--43
• Opis fizyczny: Bibliogr. 46 poz., rys., tab.

Twórcy

autor

Rymarczyk Tomasz

• Research & Development Centre Netrix S.A.
• University of Economics and Innovation, Projektowa 4, Lublin, Poland

autor

Tchórzewski Paweł

• Research & Development Centre Netrix S.A.

autor

Niderla Konrad

• Research & Development Centre Netrix S.A.
• University of Economics and Innovation, Projektowa 4, Lublin, Poland

autor

Adamkiewicz Przemysław

• Research & Development Centre Netrix S.A.
• University of Economics and Innovation, Projektowa 4, Lublin, Poland

autor

Kania Konrad

• Research & Development Centre Netrix S.A.
• University of Economics and Innovation, Projektowa 4, Lublin, Poland

autor

Sikora Jan

• University of Economics and Innovation, Projektowa 4, Lublin, Poland

Bibliografia

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Uwagi

Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2020).