Hybrid genetic-fuzzy algorithm for volt/var/total harmonic distortion control of distribution systems with high penetration of non-linear loads

IET Generation, Transmission and Distribution

Volumn 5, Issue 4, 2011, Pages 425-439

  Ulinuha, A ^a   Masoum, M A S ^b   Islam, S ^b  

^a UNIVERSITAS MUHAMMADIYAH SURAKARTA   (Indonesia)

^b CURTIN UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

DISTRIBUTION SYSTEMS; ENERGY LOSS; FUZZY REASONING; GENETIC-FUZZY ALGORITHM; HARMONIC POWER FLOW; HYBRID APPROACH; IEEE 519; LOAD TAP CHANGER; NON-SINUSOIDAL; NONLINEAR LOAD; OPTIMAL SCHEDULING; OPTIMISATIONS; SHUNT CAPACITORS; SIMULATION RESULT;

ENERGY DISSIPATION; FUZZY SETS; HARMONIC ANALYSIS; HARMONIC DISTORTION; OPTIMIZATION;

GENETIC ALGORITHMS;

EID: 79956332144     PISSN: 17518687     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-gtd.2010.0168     Document Type: Article

References (25)

1. Ulinuha, A. Masoum, M.A.S. Islam, S.M.: 'Optimal dispatch of LTC and shunt capacitors in the presence of harmonics using genetic algorithms', Proc. Power Systems Conf. on Exposition (PSCE) - IEEE, Atlanta 2006, p. 733-740
2. Masoum, M.A.S. Ladjevardi, M. Jafarian, A. Fuchs, E.F.: 'Optimal placement, replacement and sizing of capacitor banks in distorted distribution networks by genetic algorithms', IEEE Trans. Power Deliv., 2004, 19, (4), p. 1794-1801, 10.1109/TPWRD.2004.835438, 0885-8977
3. Masoum, M.A.S. Jafarian, A. Ladjevardi, M. Fuchs, E.F. Grady, W.M.: 'Fuzzy approach for optimal placement and sizing of capacitor banks in the presence of harmonics', IEEE Trans. Power Deliv., 2004, 19, (2), p. 822-829, 10.1109/TPWRD.2003.823187, 0885-8977
4. Yu, X.-M. Xiong, X.-Y. Wu, Y.-W.: 'A PSO-based approach to optimal capacitor placement with harmonic distortion consideration', Electr. Power Syst. Res., 2004, 71, (1), p. 27-33, 10.1016/j.epsr.2004.01.002, 0378-7796
5. Zobaa, A.F. Aziz, M.M.: 'LC compensators based on transmission loss minimization for nonlinear loads', IEEE Trans. Power Deliv., 2004, 19, (4), p. 1740-1745, 10.1109/TPWRD.2004.835426, 0885-8977
6. Park, J.Y. Nam, S.R. Park, J.K.: 'Control of a ULTC considering the dispatch schedule of capacitors in a distribution system', IEEE Trans. Power Syst., 2007, 22, (2), p. 755-761, 10.1109/TPWRS.2007.895168, 0885-8950
7. Liu, Y. Zhang, P. Qiu, X.: 'Optimal volt/var control in distribution systems', Int. J. Electr. Power Energy Syst., 2002, 24, (4), p. 271-276, 10.1016/S0142-0615(01)00032-1, 0142-0615
8. Liang, R.-H. Cheng, C.-K.: 'Dispatch of main transformer ULTC and capacitors in a distribution system', IEEE Trans. Power Deliv., 2001, 16, (4), p. 625-630, 10.1109/61.956748, 0885-8977
9. El-Habachi, A.: 'Optimal planning of distribution system harmonics', Proc. IEEE Power Engineering Society Summer Meeting, 2002, p. 433-437
10. Ulinuha, A. Masoum, M.A.S. Islam, S.M.: 'Optimal scheduling of LTC and shunt capacitors in large distorted distribution systems using evolutionary-based algorithms', IEEE Trans. Power Deliv., 2008, 23, (1), p. 434-441, 10.1109/TPWRD.2007.911166, 0885-8977
11. Auchariyamet, S. Sirisumrannukul, S.: 'Optimal dispatch of ULTC and capacitors for volt/var control in distribution system with harmonic consideration by particle swarm approach', Proc. Int. Conf. on Sustainable Power Generation and Supply, SUPERGEN '09, 2009, p. 1-7
12. Baghzouz, Y.: 'Effects of nonlinear loads on optimal capacitor placement in radial feeders', IEEE Trans. Power Deliv., 1991, 6, (1), p. 245-251, 10.1109/61.103744, 0885-8977
13. Ulinuha, A. Masoum, M.A.S. Islam, S.M.: 'The accuracy and efficiency issues of decouple approach for harmonic power flow calculation', Proc. Regional Postgraduate Conf. Engineering and Science (RPCES), Johor Bahru 2006
14. Lu, F.-C. Hsu, Y.-Y.: 'Fuzzy dynamic programming approach to reactive power/voltage control in a distribution substation', IEEE Trans. Power Syst., 1997, 12, (2), p. 681-688, 10.1109/59.589651, 0885-8950
15. Trebi-Ollennu, A. White, B.A.: 'Multiobjective fuzzy genetic algorithm optimization approach to nonlinear control system design', Proc. Control Theory and Applications Conf., 1997, p. 137-142
16. Shenkman, A.L.: 'Energy loss computation by using statistical techniques', IEEE Trans. Power Deliv., 1990, 5, (1), p. 254-258, 10.1109/61.107281, 0885-8977
17. Amjady, N.: 'Short-term bus load forecasting of power systems by a new hybrid method', IEEE Trans. Power Syst., 2007, 22, (1), p. 333-341, 10.1109/TPWRS.2006.889130, 0885-8950
18. Kandil, N. Wamkeue, R. Saad, M. Georges, S.: 'An efficient approach for short term load forecasting using artificial neural networks', Int. J. Electr. PowerEnergy Syst., 2006, 28, (8), p. 525-530, 10.1016/j.ijepes.2006.02.014
19. Chenthur Pandian, S. Duraiswamy, K. Christober Asir Rajan, C. Kanagaraj, N.: 'Fuzzy approach for short term load forecasting', Electr. Power Syst. Res., 2006, 76, (6-7), p. 541-548, 10.1016/j.epsr.2005.09.018, 0378-7796
20. Hu, Z. Wang, X. Chen, H. Taylor, G.A.: 'Volt/var control in distribution systems using a time-interval-based approach', IEE Proc. Gener. Transm. Distrib., 2003, 150, (5), p. 548-554, 10.1049/ip-gtd:20030562, 1350-2360
21. Michalewics, Z.: 'Genetic algorithms+data structures=evolution program', 3rd(Springer-Verlag, Berlin 1996)
22. Grainger, J.J. Civanlar, S.: 'Volt/var control on distribution systems with lateral branches using shunt capacitors and voltage regulators. Part III: the numerical result', IEEE Trans. Power Appar. Syst., 1985, 104, (11), p. 3291-3297, 10.1109/TPAS.1985.318842, 0018-9510
23. IEEE standard 519-1992: 'IEEE Recommended practices and requirements for harmonic control in electrical power systems', IEEE, vol. Std. 519-1992, 1993
24. International Electrotechnical Commission - IEC 61000 Series: 'General guide on harmonics and interharmonics measurement and instrumentation', 2002
25. Kersting, W.H.: 'Radial distribution test feeders', IEEE Trans. Power Syst., 1991, 6, (3), p. 975-985, 10.1109/59.119237, 0885-8950