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Estimation of Two-Layer Soil Parameters Using Gradient Method Accelerated with Atkin’s δ2 Method

Estimation of Two-Layer Soil Parameters Using Gradient Method Accelerated with Atkin’s δ2 Method AbstractAn efficient method for evaluation of an optimal two-layer soil model from Wenner four-probe measuring method, which has been used during experimental investigations, is presented within this paper. A two-layer soil model is assumed, and this soil model is an adequate representation of nonhomogeneous soil for grounding system design. The application of optimization techniques is required to estimate the electrical parameters of the proposed soil model. In this paper, first the fast gradient-descent method to solve a given optimization problem is chosen, and then with the aim of faster calculation for accelerating the rate of convergence of an infinite sum, the application of Aitken’s δ2 method is proposed. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png B&H Electrical Engineering de Gruyter

Estimation of Two-Layer Soil Parameters Using Gradient Method Accelerated with Atkin’s δ2 Method

B&H Electrical Engineering , Volume 16 (s1): 5 – Dec 1, 2022

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Publisher
de Gruyter
Copyright
© 2022 Nedis Dautbašić et al., published by Sciendo
eISSN
2566-3151
DOI
10.2478/bhee-2022-0007
Publisher site
See Article on Publisher Site

Abstract

AbstractAn efficient method for evaluation of an optimal two-layer soil model from Wenner four-probe measuring method, which has been used during experimental investigations, is presented within this paper. A two-layer soil model is assumed, and this soil model is an adequate representation of nonhomogeneous soil for grounding system design. The application of optimization techniques is required to estimate the electrical parameters of the proposed soil model. In this paper, first the fast gradient-descent method to solve a given optimization problem is chosen, and then with the aim of faster calculation for accelerating the rate of convergence of an infinite sum, the application of Aitken’s δ2 method is proposed.

Journal

B&H Electrical Engineeringde Gruyter

Published: Dec 1, 2022

Keywords: grounding system; soil resistivity; Wenner four-probe method; two-layer soil model; Fast gradient-descent method; Aitken’s δ 2 method

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