Reduction of frequency fluctuation for wind farm connected power systems by an adaptive artificial neural network controlled energy capacitor system

IET Renewable Power Generation

Volumn 6, Issue 4, 2012, Pages 226-235

  Muyeen, S M ^a   Hasanien, H M ^b   Jamura, J ^c  

^a KHALIFA UNIVERSITY   (United Arab Emirates)

^b KING SAUD UNIVERSITY   (Saudi Arabia)

^c KITAMI INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ADVERSE EFFECT; CONTROL METHODS; CONTROL OBJECTIVES; ENERGY CAPACITOR SYSTEM; FREQUENCY DEVIATION; FREQUENCY FLUCTUATION; GRID FREQUENCY; HOKKAIDO; INDUSTRIAL SYSTEMS; LOAD VARIATIONS; MULTI MACHINE POWER SYSTEM; POWER GRID COMPANY; POWER GRIDS; POWER SYSTEM OPERATIONS; PSCAD/EMTDC; SIMULATION ANALYSIS; TRANSMISSION SYSTEM OPERATORS; WIND FARM; WIND POWER PENETRATION; WIND SPEED DATA;

CAPACITORS; ELECTRIC POWER DISTRIBUTION; ELECTRIC POWER TRANSMISSION; ELECTRIC UTILITIES; NEURAL NETWORKS; WIND POWER;

ELECTRIC POWER TRANSMISSION NETWORKS;

EID: 84867661814     PISSN: 17521416     EISSN: 17521424     Source Type: Journal    
DOI: 10.1049/iet-rpg.2010.0126     Document Type: Article

References (35)

1. The Global Wind Energy Council, GWEC Latest News, 2009: 'US and China in race to the top of global wind industry,' February 2009, available at http://www.gweo.net/
2. Standard EN 50160-Voltage Characteristics in Public Distribution Systems, July 2004, available at http://www.leonardo-energy.org/ webfm-send/2703
3. de Alegria, I.M., Andreu, J., Martin, J.L., Ibanez, P., Villate, J.L., Camblong, H.: 'Connection requirements for wind farms: a survey on technical requirements and regulation', Renew. Sustain. Energy Rev., 2007,11, (8), pp. 1858-1872 (Pubitemid 46898916)
4. Singh, B., Singh, S.N.: 'Wind power interconnection into the power system: a review of grid code requirements', Electr. J., 2009, 22, (5), pp. 54-63
5. Hardan, F., Bleijs, J.A.M., Jones, R., Bromley, P., Ruddell, A.J.: 'Application of a power-controlled flywheel drive for wind power conditioning in a wind/diesel power system'. Ninth Int. Conf. on Electrical Machines and Drives, Paper No. 468, Canterbury, 1999, pp. 65-70
6. Cardenas, R., Pena, R., Asher, G., Clare, J.: 'Power smoothing in wind generation systems using a sensorless vector controlled induction machine driving a flywheel', IEEE Trans. Energy Corners., 2004, 19, (1), pp. 206-216
7. Takahashi, R., Li, W., Murata, T., Tamura, J.: 'An application of flywheel energy storage system for wind energy conversion'. Int. Conf. on Power Electronics and Drives Systems (PEDS 2005), November 2005, pp. 932-937
8. Muyeen, S.M., Ali, M.H., Takahashi, R., Murata, T., Tamura, J.: 'Wind generator output power smoothing and terminal voltage regulation by using STATCOM/ESS'. CD Record of the IEEE PowerTech 2007 Conf, Paper No. 258, Lausanne, Switzerland, July 2007
9. Mokadem, M.E., Nichita, C., Reghem, P., Dakyo, B.: 'Wind diesel system for DC bus coupling with battery and flywheel storage'. XVII Int. Conf. on Electrical Machines (ICEM-06), Paper id 699, Chania, Greece, 2006
10. Ali, M.H., Murata, T., Tamura, J.: 'Minimization of fluctuations of line power and terminal voltage of wind generator by fuzzy logiccontrolled SMES', Int. Rev. Electr. Eng. (I.R.E.E.), 2006, 1, (4), pp. 559-566
11. Kinjo, T., Senjyu, T., Urasaki, N., Fujita, H.: 'Terminal-voltage and output-power regulation of wind-turbine generator by series and parallel compensation using SMES', IEE Proc.-Gener. Transm. Distrib., 2006, 153, (3), pp. 276-282
12. Asao, T., Takahashi, R., Murata, T., Tamura, J.: 'Smoothing control of wind power generator output by superconducting magnetic energy storage system'. Proc. Int. Conf. on Electrical Machines and Systems 2007 (ICEMS07), Seoul, Korea, 2007, pp. 303-307
13. Ali, M.H., Tamura, J., Wu, B.: 'SMES strategy to minimize frequency fluctuations of wind generator system'. 34th Annual Conf. of IEEE Industrial Electronics (IECON2008), 2008, pp. 3382-3387
14. Li, L.W., Joos, G., Abbey, C.HESS: 'Wind power impact on system frequency deviation and an ESS based power filtering algorithm solution'. IEEE PES Power Systems Conf. and Exposition (PSCE), 2006, pp. 2077-2084
15. Kinjo, T., Senjyu, T., Urasaki, N., Fujita, H.: 'Output levelling of renewable energy by electric double-layer capacitor applied for energy storage system', IEEE Trans. Energy Convers., 2006, 21, (1), pp. 221-227 (Pubitemid 43280538)
16. Muyeen, S.M., Shishido, S., Ali, M.H., Takahashi, R., Murata, T., Tamura, J.: 'Application of energy capacitor system (ECS) to wind power generation', Wind Energy, 2008, 11, (4), pp. 335-350; doi: 10.1002/we.265
17. Muyeen, S.M., Takahashi, R., Murata, T., Tamura, J.: 'Integration of energy capacitor system with variable speed wind generator', IEEE Trans. Energy Convers., 2009, 24, (3), pp. 740-749
18. Hulle, F.V.: 'Large scale integration of wind energy in the european power supply analysis, issue and recommendations', EWEA, Tech. Rep., 2005
19. Lundberg, S.: 'Evaluation of wind farm layouts'. Nordic Workshop on Power and Industrial Electronics (NORPIE), Poster No. 2693, Norway, June 2004
20. Standard models of electrical power system: Technical Report Inst. Electrical Engineers of Japan (IEEJ), 1999, pp. 1-82 754
21. Muyeen, S.M., Tamura, J., Murata, T.: 'Stability augmentation of a gridconnected wind farm' (Springer-Verlag, London, 2008), ISBN 978-184800-315-6
22. Inoue, T.: 'MW response of thermal power plant from viewpoint of power system frequency control', IEEJ Trans. Power Energy, 2004, 124-B, (3), pp. 343-346
23. Murakami, A., Yokuyama, A., Tada, Y.: 'Basic study on battery capacity evaluation for frequency control in power system with a large penetration of wind power generation', IEEJ Trans. Power Energy, 2006, 126-B, (2), pp. 236-242 (Pubitemid 43206985)
24. Heier, S.: 'Grid integration of wind energy conversion system' (John Wiley & Sons Ltd., Chicester, UK, 1998)
25. Hasanien, H.M., Muyeen, S.M.: 'Design optimization of controller parameters used in variable speed wind energy conversion system by genetic algorithms', IEEE Trans. Sust. Energy, 2012, 3, (2), pp. 200-208
26. Wasynczuk, O., Man, D.T., Sullivan, J.P.: 'Dynamic behavior of a class of wind turbine generator during random wind fluctuations', IEEE Trans. Power Appar. Syst., 1981, PAS-100, (6), pp. 2873-2845
27. Slootweg, J.G., De Hann, S.W.H., Polinder, H., Kling, W.L.: 'General model for representing variable speed wind turbines in power system dynamic simulations', IEEE Trans. Power Syst., 2003, 18, (1), pp. 144-151
28. Rashid, M.H.: 'Power electronics handbook reference book' (Elsevier Inc, 2007, 2nd edn.)
29. Rubaai, A., Ricketts, D., David Kankam, M.: 'Development and implementation of an adaptive fuzzy-neural-network controller for brushless drives', IEEE Trans. Ind. Appl, 2002, 38, (2), pp. 441-447 (Pubitemid 34491523)
30. Binfet, J., Wilamowski, B.M.: 'Microprocessor implementation of fuzzy systems and neural networks'. Proc. Int. Joint Conf. on Neural Networks (IJCNN'01), USA, 2001, 1, pp. 234-239
31. Widrow, B., Lehr, M.A.: '30 years of adaptive neural networks: perception, madaline, and backpropagation', Proc. IEEE, 1990, 78, pp. 1415-1442
32. Hasanien, H.M.: 'FPGA implementation of adaptive ANN controller for speed regulation of permanent magnet stepper motor drives', Energy Convers. Manage., 2011, 52, (2), pp. 1252-1257
33. Hasanien, H.M., Muyeen, S.M.: 'Speed control of grid-connected switched reluctance generator driven by variable speed wind turbine using adaptive neural network controller', Electr. Power Syst. Res. Elsevier, 2012, 84, (1), pp. 206-213
34. PSCAD/EMTDC Manual, Manitoba HVDC Research Center, April 2005
35. Muyeen, S.M., Ali, M.H., Takahashi, R., Murata, T., Tamura, J.: 'Wind generator output power smoothing by using pitch controller', Int. Rev. Electr. Eng. (I.R.E.E.), 2007, 2, (3), pp. 310-321