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2010-10-21
Arranging Overhead Power Transmission Line Conductors Using Swarm Intelligence Technique to Minimize Electromagnetic Fields
By
Progress In Electromagnetics Research B, Vol. 26, 213-236, 2010
Abstract
Although there is no certain known mechanism of how the electromagnetic fields (EMFs) at power frequency (50/60 Hz) can affect human health, it has been epidemiologically shown that they have many hazards on human health. Also the power frequency fields may interfere with the nearby electrical and electronic equipment. In response to the precautionary principle, it might be needed in some situations to reduce the magnetic and electric fields of a high voltage line segment when it passes in close proximity to a populated area or may interfere with sensitive equipment. In other words, new arrangements of high voltage "green lines" are needed. This paper introduces a numerical solution based on Particle Swarm Optimization (PSO) technique, to reduce both magnetic and electric fields of high voltage overhead transmission line by rearranging the conductors. The horizontal, vertical, and triangular configurations of both single circuit and double circuit transmission lines were investigated. The examples presented in this paper show that the rearranged line configurations can introduce up to 81% reduction in magnetic field and up to 84% in electric field when the effects of ice and wind are considered, and up to 97% reduction in both magnetic and electric fields when these effects are neglected. A comparison is made between the cost of reducing EMFs of a line segment in a suburban area in Amman in Jordan, and the cost of not-reducing EMFs, where it is found that the cost of reducing the fields is outweighed by the "possible health costs" otherwise.
Citation
Mohammed Al Salameh, and M. A. S. Hassouna, "Arranging Overhead Power Transmission Line Conductors Using Swarm Intelligence Technique to Minimize Electromagnetic Fields," Progress In Electromagnetics Research B, Vol. 26, 213-236, 2010.
doi:10.2528/PIERB10082104
References

1. Van Loock, W., "Elementary effects in humans exposed to electromagnetic fields and radiation," 5th Asia-Pacific Conf. on Environmental Electromagnetics (CEEM), 221-224, Belgium, 2009.

2. Neutra, R. R., V. DelPizzo, and G. M. Lee, "An evaluation of the possible risks from electric and magnetic fields (EMFs) from power lines, internal wiring, electrical occupations and appliances," California EMF Program, Oakland, California, USA, Jun. 2002.

3. Florea, G. A., A. Dinca, and A. Gal, "An original approach to the biological impact of the low frequency electromagnetic fields and proofed means of mitigation," IEEE Bucharest Power Tech. Conf., 1-8, Romania, 2009.

4. IARC, , Static and extremely low-frequency (ELF) electric and magnetic fields: IARC monographs on the evaluation of carcinographic risks to humans, Vol. 80 International Agency for Research on Cancer, Lyon, France, 2002.

5. Rao, S., A. Sathyanarayanan, and U. K. Nandwani, "EMI problems for medical devices," IEEE Proceedings of the International Conference on Electromagnetic Interference and Compatibility, 21-24, India, Dec. 1999.

6. Shwehdi, M. H., "A practical study of an electromagnetic interference (EMI) problem from saudi arabia," 2004 Large Engineering Systems Conference on Power Engineering, 162-169, Canada, Jul. 2004.

7. ICNIRP (The international commission on non-ionizing radiation protection) "Guidelines for limiting exposure to time-varying electric, magnetic and electromagnetic fields (up to 300 GHz)," Health Physics, Vol. 74, No. 4, 494-522, Apr. 1998.

8. Hossam-Eldin, A., K. Youssef, and H. Karawia, "Measurements and evaluation of adverse health effects of electromagnetic fields from low voltage equipments," 12th International Middle-east Power System Conf. (MEPCON), 436-440, Egypt, 2008.

9. Swanson, J., EMF exposure standards applicable in Europe and elsewhere, Environment & Society Working Group, Union of the Electricity Industry --- EURELECTRIC, Belgium, May 2003.

10. Wassef, K., V. V. Varadan, and V. K. Varadan, "Magnetic field shielding concepts for power transmission lines," IEEE Transactions on Magnetics, Vol. 34, No. 3, 649-654, May 1998.
doi:10.1109/20.668061

11. Celozzi, S. and F. Garzia, "Active shielding for power-frequency magnetic field reduction using genetic algorithms optimization," IEE Proceedings --- Science, Measurement and Technology, Vol. 151, No. 1, 2-7, Jan. 2004.
doi:10.1049/ip-smt:20040002

12. Canova, A. and L. Giaccone, "Magnetic field mitigation of power cable by high magnetic coupling passive loop," 20th International Conference and Exhibition on Electricity Distribution, 1-4, Prague, Czech Republic, Jun. 009.

13. Nourai, A., A. Keri, and C. Shih, "Shield wire loss reduction for double circuit transmission lines," IEEE Trans. on Power Delivery, Vol. 3, No. 4, 1854-1864, 1988.
doi:10.1109/61.193993

14. Kalyuzhny, A. and G. Kushnir, "Analysis of current unbalance in transmission systems with short lines," IEEE Transactions on Power Delivery, Vol. 22, No. 2, 1040-1048, 2007.
doi:10.1109/TPWRD.2006.883011

15. Electric Power Research Institute EPRI Transmission Line Reference Book: 115--345-kV Compact Line Design, Electric Power Research Institute, USA, 2008.

16. Al Salameh, M. S. H., I. M. Nejdawi, and O. A. Alani, "Using the nonlinear particle swarm optimization (PSO) algorithm to reduce the magnetic fields from overhead high voltage transmission lines," IJRRAS: International Journal of Research and Reviews in Applied Sciences, Vol. 4, No. 1, Jul. 010.

17. Kennedy, J. and R. C. Eberhart, "Particle swarm optimization," Proceedings of IEEE International Conference on Neural Networks, 1942-1948, Piscataway, NJ, 1995.

18. Pedersen, M. E. H. and A. J. Chipperfield, "Simplifying particle swarm optimization," Applied Soft Computing, Vol. 10, No. 2, 618-628, 2010.
doi:10.1016/j.asoc.2009.08.029

19. Premalatha, K. and A. Natarajan, "Hybrid PSO and GA for Global Maximization," Int. J. Open Problems Compt. Math. International Center for Scientific Research and Studies, Vol. 2, No. 4, Dec. 2009.

20. Moradi, A. M. and A. B. Dariane, "Particle swarm optimization: Application to reservoir operation problems," IEEE Int. Advance Computing Conf. (IACC 2009), 1048-1051, Patiala, 2009.

21. Garrido, C. and A. Otero, "Low frequency magnetic fields from electrical appliances and power lines," IEEE Transactions on Power Delivery, Vol. 18, No. 4, 1310-1319, Oct. 2003.
doi:10.1109/TPWRD.2003.817744

22. Olsen, R., "Field computation models: A: Calculation of ELF electric and magnetic fields air," Field Computation Models, Available from URL ftp://ftp.emf-data.org/pub/emf-data/symposium98/topic-06a-synopsis.pdf.

23. Winterfeldt, D., "California department of health services and the public health institute, power grid and land use policy analysis 2001, final report,", Dec. 2009, Available from URL http://www.ehib.org/emf/pdf/Chapter09-ValueofInformation.pdf.

24. United States General Accounting Office, , Electromagnetic fields: Federal efforts to determine health effects are behind, GAO Resources, Community, and Economic Development Division, Washington, 1994.

25. Luwen, X., H. Xingzhe, L. Yongming, and L. Changsheng, "Study on shielding optimization for power-frequency electric field under over head transmission line," Symposium on Radio Interference and Electromagnetic Compatibility of Substation ('08 EMI), Zhuhai, China, Nov. 2008.

26. Robinson, J. and Y. Rahmat-Samii, "Particle swarm optimization in electromagnetics," IEEE Transactions on Antennas and Propagation, Vol. 52, No. 2, 397-407, 2004.
doi:10.1109/TAP.2004.823969

27. Luo, J. X., D. Wu, Z. Ma, T. Chen, and A. Li, "Using PSO and GA to optimize schedule reliability in container terminal," International Conference on Information Engineering and Computer Science (ICIECS), 1-4, Wuhan, China, Dec. 19--20, 2009.

28. Tian, D. P. and N. Q. Li, "Fuzzy particle swarm optimization algorithm," International Joint Conference on Artificial Intelligence (JCAI '09), 263-267, Hainan Island, China, Apr. 25--26, 2009.

29. Saadat, H., Power System Analysis, 2nd Ed., McGraw Hill, USA, 2002.

30. Mazzanti, G., "Current phase-shift effects in the calculation of magnetic fields generated by double-circuit overhead transmission lines," IEEE Power Engineering Society General Meeting, Vol. 1, 413-418, New York, USA, Jun. 2004.

31. Bakhashwain, J. M., M. H. Shwehdi, U. M. Johar, and A. A. AL-Naim, "Magnetic fields measurement and evaluation of EHV transmission lines in Saudi Arabia," Proceedings of the International Conference on Non-ionizing Radiation at UNITEN (ICNIR 2003), Electromagnetic Fields and Our Heaealth, Malaysia, Oct. 20--22, 2003.