Central Loop Time Domain Electromagnetic Inversion Based on Born Approximation and Levenberg-Marquardt Algorithm

Southeast Asian Conference on Geophysics

Yogi, I.B.S.^1 ; Widodo^2

Master Program of Geophysical Engineering, Institut Teknologi Bandung, Indonesia^1

Applied Geophysics and Exploration Research Group, Faculty of Mining and Petroleum Engineering, Institut Teknologi Bandung, Indonesia^2

关键词: Acquisition parameters;    Apparent conductivity;    Complex computation;    Field data acquisition;    Inversion procedure;    Levenberg-Marquardt algorithm;    Time domain electromagnetic methods;    Time domain electromagnetics;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/62/1/012029/pdf
DOI  :  10.1088/1755-1315/62/1/012029

来源: IOP

【 摘 要 】

Time Domain Electromagnetic (TDEM) method uses electromagnetic wave to detect resistivity or conductivity difference of lithology in the subsurface, measured in the time domain. TDEM method has been developed in decades. There are forward modeling and inversion programs have been made. The purpose of making the forward modeling programs is to calculate TDEM response so that data acquisition parameters can be chosen correctly. The inversion program is for synthesizing geological model from measured TDEM data. Several TDEM programs have been made, but the procedures require heavy and complex computation, which need high computer specification and lot of calculation time. Nowadays program that used less complex computation and faster calculation is needed to match field data acquisition productivity. To achieve faster and more accurate process, we use Born Approximation of the apparent conductivity for the forward modeling program and Levenberg-Marquardt algorithm for the inversion program. We use many circumstances in testing our programs, from one layer to multi layers by varying the resistivity or thickness of lithology and compared with a validated program, EMUPLUS. At the end of the test, inversion of real data is taken as confirmation that the program can be used to process real TDEM data. Inversion results of both synthetic and real TDEM data show pleasant results. These test results indicate that our program can be used as daily forward modeling program for determining data field acquisition parameters and do the inversion procedure for synthetic and real TDEM data.