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http://dx.doi.org/10.6109/jkiice.2010.14.5.1085

Development of the Estimating Equation for Children's High-Exposure to Habitat's Magnetic Field using Particle Swarm Optimization  

Hwang, Gi-Hyun (동서대학교 컴퓨터정보공학부)
Abstract
This paper describes the development of estimating equation for under 16 aged children's exposure to habitat's magnetic field for 24 hours by using particle swarm optimization(PSO) algorithm, which was carried out by using the measured database collected from the exposure survey to Korean habitat's magnetic field as to under 16 aged Korean students such as preschooler, children in elementary school, and children in middle school. Sex, age, residence type, size of habitation site, distance from power line, and power transmission voltage are used as the input data of estimating 24 hour's personal exposure to magnetic field. And distribution of 24 hour's personal exposure to magnetic field, exposure characteristic to magnetic field, and exposure characteristic to magnetic field according to special conditions, are analyzed for under 16 aged children.
Keywords
Particle Swarm Optimization(PSO); Optimization Method; Electromagnetic Field(EMF); Personal Magnetic Field Exposure;
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  • Reference
1 J. Kennedy and R. Eberhart, "Particle Swarm Optimization", Proceedings of IEEE international Conference on Neural Networks (ICNN'95), Vol. IV, pp.1942-1948, perth, Australia, (1995)
2 전자기 환경장해 실증평가 및 기술지원사업 II(생활환경 전자계 노출 실증 DB 구축 및 안정성 평가사업) 결과보고서, 한국전기연구원, No. 4, (2007)
3 Mitsuo Gen, Runwei Cheng, Genetic Algoritlnns and Engineering Design, New York: John Wiley & Sons, pp. 7-16, (1997)
4 J. R. Koza, Genetic Programming, MIT, London, England, (1993)
5 D. E. Goldberg, Genetic Algorithms in Search, ptimization, and Machine Learning, Addison-Wesley publishing Company, INC., (1989)
6 Kwang H. Yang, Gi H. Hwang, June H. Park, et al., "New Formulas for Predicting Audible Noise from Overhead HV AC Lines Using Evolutionary Computations", IEEE Transactions on Power Delivery, Vol.15, No.4, pp.1243-1251, (2000)   DOI   ScienceOn
7 Th. Back, Evolutionary Algorithms in Theory and Practice, Oxford University Press, New York, (1996)
8 Christopher J. Portier, Mary S. Wolfe, 'Assessment of Health Effects from Exposure to Power-Line Frequency Electric and Magnetic Fields', NIEHS Working Group Report, No.6, (1998)
9 Francois Clinard, Chantal Milan, Mohamed Harb, Paule-Marie Carli, Claire Bonithon-Kopp, Jean-Paul Moutet, Jean Faivre and Patrick Hillon, "Residential Magnetic Field Measurements in france: Comparison of Indoor and Outdoor Measurements", Bioelectromagnetics, Vol. 20, pp. 319-326, (1999)   DOI   ScienceOn
10 Zaffanella L.E., Kalton, G.W., 'Survey of Personal Magnetic Field Exposure, Phase II: 1000-Person Survey EMF RAPID Engineering Project #6', May 1998