Actas de congresos
A Neural Network Approach For The Direct Power Control Of A Doubly Fed Induction Generator
Registro en:
9781457716447
Cobep 2011 - 11th Brazilian Power Electronics Conference. , v. , n. , p. 38 - 43, 2011.
10.1109/COBEP.2011.6085172
2-s2.0-84255169907
Autor
De Marchi R.A.
Von Zuben F.J.
Bim E.
Institución
Resumen
Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) This paper presents a direct power control strategy for a doubly fed induction generator using a Multilayer Perceptron controller. The controller generates the direct- and quadrature-axis rotor voltage signals without the necessity of current controllers. The proposed control strategy allows the converter that is connected to the rotor terminals to operate with constant switching frequency. Digital simulation results are performed for a 2MW DFIG controller. With this controller, experimental and digital simulation tests for a 2.2 kW machine running in a subsynchronous speed are presented to validate the proposed control. © 2011 IEEE.
38 43 CAPES,Cons. Nac. Desenvolv. Cient. Tecnol. (CNPq),CREDSUPER/UNICRED - Filiada ao Sistema,IEEE Power Electronics Society (PELS),FAPERN Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) Chowdhury, B.H., Chellapilla, S., Double-fed induction generator control for variable speed wind power generator (2006) Electric Power System Research, (76), pp. 786-800 Datta, R., Rangathan, V.T., Variable-speed wind power generation using doubly fed wound rotor induction machine - A comparison with alternative schemes (2002) IEEE Trans, on Energy Conversion, 17 (3), pp. 414-421. , Sep Cardici, I., Ermis, M., Double-output induction generator operating at sub synchronous and sup er synchronous speeds: Steady-state performance optimization and wind-energy recovery (1992) IEE Proceedings B, , Sep Takahashi, I., Noguchi, T., A new quick-response and high-efficiency control strategy of an induction motor (1986) IEE Trans. Industry Applications, 22 (5), pp. 820-827 Datta, R., Ranganathan, V.T., Direct power control of grid-connected wound rotor induction machine without rotor position sensors (2001) IEEE Trans. Power Electronics, 16 (3), pp. 390-399. , May Jou, S.T., Lee, S.B., Park, Y.B., Lee, K.B., Direct power control of a DFIG in wind turbines to improve dynamics responses (2009) Journal of Power Electronics, 9 (4). , September Tapia, A., Tapia, G., Ostolaza, J.X., Saenz, J.R., Modeling and control of a wind turbine driven doubly fed induction generator (2003) IEEE Transactions on Energy Conversion, pp. 194-204. , June Muller, S., Deicke, M., De Doncker, R.W., Doubly fed induction generator systems for wind turbines (2002) IEEE Ind. Appl. Mag., 17 (1), pp. 26-33. , May-Jun Petersson, A., Harnefors, L., Thiringer, T., Comparison between stator-flux and grid-flux-oriented rotor current control of doubly-fed induction generators (2004) Annual IEEE Power Elec. Spec. Conference Jacomini, R.V., França, A., Bim, E., Simulation and experimental studies on double-fed induction generator power control operating at subsynchronous operation speed (2009) The Eighth International Conference on Power Electronics and Drive Systems, , November 2-5 Taipei, Taiwan, R.O.C Petersson, A., Harnefors, L., Thiringer, T., Evaluation of current control methods for wind turbines using doubly-fed induction machines (2005) IEEE Trans. Power Electron., 20 (1), pp. 2270-2281. , Jan Zhi, D., Xu, L., Direct power control od DFIG with constant switching frequency and improved transient performance (2007) IEEE Trans. Energy Conversion, 22 (1), pp. 110-118. , Mar Barambones, O., Durana, J.M.G., Kremers, E., A neural network based wind speed estimator for a wind turbine control (2010) 15th IEEE Mediterranean Eletrotechnical Conference, pp. 1383-1388. , April Soares, O., Gonçalves, H., Martins, A., Carvalho, A., Nonlinear control of the doubly-fed induction generator in wind power systems (2010) Renewable e Energy, 35, pp. 1662-1670. , Elsevier Science LTDA Li, L., Wang, K., Doubly-fed generation system based on neural network inverse control (2009) Second International Symposium on Knowledge Acquisition and Modeling, pp. 147-150 Bim, E., (2009) Máquinas Elétricas e Acionamento, , Elsevier Publications Von Zuben, F.J., (1996) Modelos Paramétricos e Não-paramétricos de Redes Neurais Artificiais e Aplicações, , Tese de Doutorado - FEEC - UNI- CAMP Silva, L.N.C., (1998) Análise e Síntese de Estratégias de Aprendizado para Redes Neurais Artificiais, , Tese de Mestrado - FEEC - UNICAMP Haykin, S., (1999) Neural Networks - A Comprehensive Foundation, , Mcmillan College Publishing Co Silva, I.N., Spatti, D.H., Flauzino, R.A., (2010) Redes Neurais Artificiais para Engenheiros e Ciências Aplicadas, , Artliber Leonhard, W., (1985) Control of Electric Drives, , Springer-Verlag Silva, K.F., (2006) Controle e Integração de Centrais Eólicas à Rede Elétrica Com Geradores de Indução Duplamente Alimentados, , Tese de Doutorado - Escola Politécnica - USP