대한전기학회논문지:전력기술부문A (The Transactions of the Korean Institute of Electrical Engineers A)

대한전기학회 (The Korean Institute of Electrical Engineers)
권호 표지

역전과 알고리즘(BP)을 이용한 대지저항률 추청 방법에 관한 연구

A Study on Methodology of Soil Resistivity Estimation Using the BP

  • 류보혁 (한국산업안전공단 산업안전보건연구원) ;
  • 위원석 (한국산업안전공단 안전기술부) ;
  • 김정훈 (홍익대 전자전기공학부)
  • 발행 : 2002.02.01
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초록

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.

키워드

참고문헌

  1. G.E. Tagg, Earth Resistances, 1964
  2. O. H. Gish, W. J. Rooney, 'Measurement of Resistivity of Large Masses of Undisturbed Earth', Terrestrial Magnetism and Atmospheric Electricity, Vol. 30, p 161 https://doi.org/10.1029/TE030i004p00161
  3. E. Lancaster-Jones, 'The Earth-Resistivity Method of Electrical Prospecting', The Mining Magazine, June 1930
  4. Irwin Roman, 'Some Interpretations of Earth Resistivity Data', American Institute of Mining and Metallurgical Engineers Contribution, No. 66(Class L.Geophysical Prospecting), March 1934
  5. R. W. Moore, 'An Empirical Method of Interpretation of Earth Resistivity Measurements', Trans A. I. M. E., 197, 1945
  6. H. E. Barnes, 'Soil Investigation Employing a New Method of Layer Value Determination', Bulletin Michigan Highway Department, 1951
  7. F. Dawalibi, C. J. Blattner, 'Earth Resistivity Measurement Interpretation Technique', IEEE. PAS, Vol. 103, No. 2, pp. 374-382, Feb. 1984 https://doi.org/10.1109/TPAS.1984.318254
  8. 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 https://doi.org/10.1109/61.53062
  9. Jack M. Zurada, 'Artificial Neural Systems', 1992
  10. 한전전력연구원, '축소형 변전소 접지효과 증대방안 연구(최종 보고서)', 1997.4