Browse > Article

A Study on Methodology of Soil Resistivity Estimation Using the BP  

Ryu, Bo-Hyeok (한국산업안전공단 산업안전보건연구원)
Wi, Won-Seok (한국산업안전공단 안전기술부)
Kim, Jeong-Hun (홍익대 전자전기공학부)
Publication Information
The Transactions of the Korean Institute of Electrical Engineers A / v.51, no.2, 2002 , pp. 76-82 More about this Journal
Abstract
This paper presents the method of sail-resistivity estimation using the backpropagation(BP) neural network. Existing estimation programs are expensive, and their estimation methods need complex techniques and take much time. Also, those programs have not become well spreaded in Korea yet. Soil resistivity estimation method using BP algorithm has studied for the reason mentioned above. This paper suggests the method which differs from expensive program or graphic technology requiring many input stages, complicated calculation and professional knowledge. The equivalent earth resistivity can be presented immediately after inputting apparent resistivity through the personal computer with a simplified Program without many Processing stages. This program has the advantages of reasonable accuracy, rapid processing time and confident of anti users.
Keywords
Earth; grounding; Soil-resistivity; Backpropagation neural network(BP); Earth Parameter; Wenner′s configuration;
Citations & Related Records
연도 인용수 순위
  • Reference
1 O. H. Gish, W. J. Rooney, 'Measurement of Resistivity of Large Masses of Undisturbed Earth', Terrestrial Magnetism and Atmospheric Electricity, Vol. 30, p 161   DOI
2 G.E. Tagg, Earth Resistances, 1964
3 Irwin Roman, 'Some Interpretations of Earth Resistivity Data', American Institute of Mining and Metallurgical Engineers Contribution, No. 66(Class L.Geophysical Prospecting), March 1934
4 R. W. Moore, 'An Empirical Method of Interpretation of Earth Resistivity Measurements', Trans A. I. M. E., 197, 1945
5 H. E. Barnes, 'Soil Investigation Employing a New Method of Layer Value Determination', Bulletin Michigan Highway Department, 1951
6 F. Dawalibi, C. J. Blattner, 'Earth Resistivity Measurement Interpretation Technique', IEEE. PAS, Vol. 103, No. 2, pp. 374-382, Feb. 1984   DOI   ScienceOn
7 Takehiko Takahashi, Taroh Kawase, 'Analysis of Apparent Resistivity in a Multi-Layer Earth Structure', IEEE Trans on Power Delivery, Vol. 5, No. 2, pp. 604-612, 1990   DOI   ScienceOn
8 Jack M. Zurada, 'Artificial Neural Systems', 1992
9 한전전력연구원, '축소형 변전소 접지효과 증대방안 연구(최종 보고서)', 1997.4
10 E. Lancaster-Jones, 'The Earth-Resistivity Method of Electrical Prospecting', The Mining Magazine, June 1930