An artificial neural networks approach to model and predict the relationship between the grounding resistance and length of buried electrode in the soil

Journal of Electrostatics

Volumn 64, Issue 5, 2006, Pages 338-342

  Salam, M A ^a   Al Alawi, S M ^a   Maqrashi, A A ^a  

^a SULTAN QABOOS UNIVERSITY   (Oman)

Author keywords

Artificial neural networks; Buried electrode; Grounding resistance; Layered soil

Indexed keywords

ELECTRIC RESISTANCE; MATHEMATICAL MODELS; NEURAL NETWORKS; SOILS; STATISTICAL METHODS;

BURIED ELECTRODE; GROUNDING RESISTANCE; LAYERED SOIL;

GROUNDING ELECTRODES;

ELECTRIC RESISTANCE; GROUNDING ELECTRODES; MATHEMATICAL MODELS; NEURAL NETWORKS; SOILS; STATISTICAL METHODS;

EID: 33644882000     PISSN: 03043886     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.elstat.2005.08.004     Document Type: Article

References (16)

1. A.S. Farag T.C. Cheng D. Penn Ground terminations of lightning protective systems IEEE Trans. Dielectrics Electr. Insul. 5 6 1998 869-877
2. Robert L. Casio, Safe measurement of ground resistance, in: Society for Mining, Metallurgy and Exploration (SME) Symposium, Phoenix, Arizona, 27 February, 1992.
3. J. Gómez-Calviño, I. Colominas, F. Navarrina, M. Casteleiro, Parallel computing aided Design of earthing systems for electrical Ssbstations in non-homogeneous soil models, in: IEEE International Conference on Parallel Processing, ICPP, 2000.
4. T. Takahashi T. Kawase Calculation of earth resistance for a deep driven rod in a multi-layer earth structure IEEE Trans. Power Delivery 6 1991 608-614
5. C.J. Blattner Prediction of soil resistivity and ground rod resistance for deep ground electrode IEEE Trans. Power Appar. Syst. PAS-99 5 1980 1758-1763
6. M.S. Costic Analysis of foundation systems with external loops and rods IEE Proc. C 140 2 1993 73-76
7. Y.L. Chow M.M.A. Salama A simplified method for calculating the substation grounding grid resistance IEEE Trans. Power Delivery 9 2 1994 736-742
8. E.B. Joy N. Poik T.E. Brewer R.E. Wilson Graphical data of grounding grid analysis IEEE Trans. Power Appar. Syst. PAS-102 9 1983 3038-3048
9. R.P. Nagar R. Velazquez M. Leoloeian D. Mukhedkar Y. Gervais Review of analytical methods for calculating the performance of large grounding electrode, Part I: Theoretical consideration IEEE Trans. Power Appar. Syst. PAS-104 11 1985 3124-3132
10. F. Dawalibi D. Mukhedar Influence of grounding rods on grounding grids IEEE Trans. Power Appar. Syst. PAS-98 6 1979 2089-2097
11. F. Dawalibi N. Barbetio Measurements and computations of the performance of grounding system buried in multilayer soils IEEE Trans. Power Delivery 6 1991 1483-1490
12. J. Stanley Introduction to Neural Networks third ed. 1990 California Scientific Software Sierra Madre, California
13. D.E. Rumelhart J.L. McClelland Parallel Distribution Processing: Exploration in the Microstructure of Cognition vol. 1 1986 MIT Press Cambridge, MA
14. P.K. Simpson Artificial Neural Systems: Foundations, Paradigms, Applications, and Implementations first ed. 1990 Pergamon Press, Inc. Elmsford, NY
15. NeuroShell™ Neural Network Shell 2 Program fourth ed. 1996 Ward Systems Group, Inc. Frederick, MD
16. M.A. Salam A.A. Maqrashi Nazar Mohammed Zia Nadir M. Shahidullah Statistical approach to find an empirical relationship between the grounding resistance and length of buried electrode in the soil WSEAS Trans. Circuits Syst. 3 6 2004 1483-1486