Artificial neural network approach to electric field approximation around overhead power transmission lines

Proceedings of the IASTED International Conference on Energy and Power Systems

Volumn , Issue , 2007, Pages 342-346

  Oonsivilai, Anant ^a   Boonwutiwiwat, Rattarong ^a   Kulworawanichpong, Thanatchai ^a   Pao La Or, Padej ^a  

^a SURANAREE UNIVERSITY OF TECHNOLOGY   (Thailand)

Author keywords

Artificial neural network (ANN); Boundary conditions; Electric field strength; Estimation; Finite difference method (FDM); Finite element method (FEM)

Indexed keywords

BACKPROPAGATION; BANDPASS FILTERS; BOUNDARY VALUE PROBLEMS; ELECTRIC FAULT LOCATION; ELECTRIC FIELD EFFECTS; ELECTRIC FIELD MEASUREMENT; ELECTRIC FIELDS; ELECTRIC LINES; ELECTRIC POWER TRANSMISSION NETWORKS; FINITE DIFFERENCE METHOD; FINITE ELEMENT METHOD; FREQUENCY DIVISION MULTIPLEXING; IMAGE CLASSIFICATION; NEURAL NETWORKS; NUMERICAL ANALYSIS; NUMERICAL METHODS; ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING; POWER TRANSMISSION; TELECOMMUNICATION LINES; TRANSMISSION LINE THEORY; VEGETATION;

ANALYTICAL METHODS; ARTIFICIAL NEURAL NETWORK (ANN); ARTIFICIAL NEURAL NETWORKS; BACK PROPAGATION LEARNINGS; ELECTRIC FIELD APPROXIMATIONS; ELECTRIC FIELD STRENGTH; ELECTRIC FIELD STRENGTHS; EXECUTION TIMES; FIELD DISTRIBUTIONS; FINITE DIFFERENCE METHOD (FDM); FINITE DIFFERENCES; HIGH ACCURACIES; POWER LINES; POWER TRANSMISSION LINES;

BOUNDARY ELEMENT METHOD;

EID: 56149088985     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Bossavit, A., Computational Electromagentics - Variational Formulations, Complementarity, Edge Elements. Academic Press, New York (1998)
2. Lu, J., Thiel, D.V., Computational and Visual Electromagnetics Using an Integrated Programming Language for Undergraduate Engineering Students, IEEE Transactions on Magnetics 4 (2000), 1000 - 1003
3. Zhou, Q., Sun, C., Liu, L., Sima, W., An, W., Electromagnetic Environment of the EHV Transmission Line and its Effect, International Symposium on Electrical Insulating Materials (ISEIM 2001), 19 - 22 November 2001, 229 - 232
4. Neskovic, A., Neskovic, N., Paunovic, D., Indoor Electric Field Level Prediction Model Based on the Artificial Neural Networks, IEEE Communcations Letters 6 (2000), 190 - 192
5. Youngang, G., Lifang, Y., Determination of Dangerous Region of the Electromagnetic Pollution Caused by the Electric Fields around Power Line, International Conference on Communication Technology (ICCT'98), October 1998, 22-24
6. nd ed., CRC Press, New York, (2001)
7. Hertz, J., Krogh, A., Palmer, R.G., Introduction to the Theory of Neural Computation, Addison-Wesley (1991)
8. Yundong, C., Dong, L., Xiaoming, L., Yuan, T., Optimization Design of Electric Field Using Artificial Neural Networks, The Fourth International Conference on Computation in Electromagnetics (CEM 2002), 8 - 11 April 2002, 44 - 45
9. International Non-ionizing Radiation Committee of the International Radiation Protection Association, IRPA/INIRCC, Interim Guidelines on Limits of Exposure to 50/60 Hz Electric and Magnetic Fields, Health Physics vol.58 No. 1 January 1990, 113-122