PERFORMANCE ANALYSIS OF SELF-EXCITED INDUCTION GENERATOR USING ARTIFICIAL NEURAL NETWORK
作者： M K Soni , D Joshi , K S Sandhu
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摘要: Self-excited induction machines seem to be the most suitable generators for wind energy conversion in remote and windy areas. Steady state analysis such is essential estimate behavior under actual operating conditions. This paper presents a new technique steady-state of three-phase self-excited generator feeding balanced unity power factor load. Iterative has been used find generated frequency Artificial Neural Network (ANN) applied capture nonlinear magnetization characteristics machine place piecewise linear approximation as by other research persons. The results have compared with experimental results. comparison confirms validity accuracy ANN based modeling generator.
参考文章(21)
Jacek M. Zurada, Introduction to artificial neural systems ,(1992)
S.S. Murthy, B.P. Singh, C. Nagamani, K.V.V. Satyanarayana, Studies on the use of conventional induction motors as self-excited induction generators IEEE Transactions on Energy Conversion. ,vol. 3, pp. 842- 848 ,(1988) , 10.1109/60.9360
Lahcene Ouazene, George McPherson, Analysis of the Isolated Induction Generator IEEE Power & Energy Magazine. ,vol. 102, pp. 2793- 2798 ,(1983) , 10.1109/TPAS.1983.317962
N.H. Malik, S.E. Haque, Steady State Analysis and Performance of an Isolated Self-Excited Induction Generator IEEE Power & Energy Magazine. ,vol. 1, pp. 134- 140 ,(1986) , 10.1109/TEC.1986.4765746
N.H. Malik, A.H. Al-Bahrani, Influence of the terminal capacitor on the performance characteristics of a self excited induction generator IEE Proceedings C Generation, Transmission and Distribution. ,vol. 137, pp. 168- 173 ,(1990) , 10.1049/IP-C.1990.0022
A.K. Tandon, S.S. Murthy, G. Berg, Steady State Analysis of Capacitor Self-Excited Induction Generators IEEE Power & Energy Magazine. ,vol. 103, pp. 612- 618 ,(1984) , 10.1109/TPAS.1984.318748
L. Shridhar, B. Singh, C.S. Jha, A step towards improvements in the characteristics of self excited induction generator IEEE Transactions on Energy Conversion. ,vol. 8, pp. 40- 46 ,(1993) , 10.1109/60.207404
K. S. Sandhu, S. K. Jain, Operational Aspects of Self-Excited Induction Generator Using a New Model Electric Machines and Power Systems. ,vol. 27, pp. 169- 180 ,(1999) , 10.1080/073135699269370
T.F. Chan, Steady-state analysis of self-excited induction generators IEEE Power & Energy Magazine. ,vol. 9, pp. 288- 296 ,(1994) , 10.1109/60.300146