Optimisation of voltage and frequency regulation in an isolated wind-driven six-phase self-excited induction generator

Abstract This paper presents a constant voltage operation of a Six-Phase Self-Excited Induction Generator (SPSEIG) driven by a fixed speed wind turbine using an Ant colony optimisation (ACO) technique to predict the behaviour of a the machine. In this paper, an attempt has been made to estimate the excitation capacitance requirements of a SPSEIG for maintaining rated terminal voltage and frequency. The range of capacitance variation required for maintaining constant terminal voltage while supplying a load of variable magnitude is evaluated. Analytical approaches, suitable for all the configurations of shunt capacitances such as variable excitation capacitance connected across (i) single three-phase winding set only and (ii) both the three-phase winding sets of an SPSEIG for operation as a simple shunt on no load and pure resistive load, are presented. The mathematical model developed is based on loop impedance method using graph theory. It is shown that the proposed technique is very effective and useful for making the SPSEIG feasible for remote areas with wind potential. The proposed approach is tested and compared with Genetic Algorithm (GA) and Fmincon technique.

[1]  Mukund Patel,et al.  Wind and Solar Power Systems , 1999 .

[2]  Girish Kumar Singh,et al.  Performance evaluation of series compensated self-excited six-phase induction generator for stand-alone renewable energy generation , 2010 .

[3]  Girish Kumar Singh,et al.  Multi-phase induction machine drive research—a survey , 2002 .

[4]  Thomas Stützle,et al.  Ant Colony Optimization , 2009, EMO.

[5]  Girish Kumar Singh Modeling and experimental analysis of a self-excited six-phase induction generator for stand-alone renewable energy generation , 2008 .

[6]  Emil Levi,et al.  Multiphase Electric Machines for Variable-Speed Applications , 2008, IEEE Transactions on Industrial Electronics.

[7]  B. Palle,et al.  State space modeling of parallel self-excited induction generators for wind farm simulation , 2004, Conference Record of the 2004 IEEE Industry Applications Conference, 2004. 39th IAS Annual Meeting..

[8]  E. A. Klingshirn,et al.  High Phase Order Induction Motors - Part I. Description and Theoretical Considerations , 1983, IEEE Power Engineering Review.

[9]  G. Singh,et al.  Analysis of a Saturated Multi-Phase (Six-Phase) Self-Excited Induction Generator , 2006 .

[10]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[11]  D. Seyoum,et al.  The dynamic characteristics of an isolated self-excited induction generator driven by a wind turbine , 2008, 2008 International Conference on Electrical Machines and Systems.

[12]  O. Ojo,et al.  PWM-VSI inverter assisted stand-alone dual stator winding induction generator , 1999, Conference Record of the 1999 IEEE Industry Applications Conference. Thirty-Forth IAS Annual Meeting (Cat. No.99CH36370).

[13]  Girish Kumar Singh,et al.  Self-excited induction generator research—a survey , 2004 .

[14]  G.K. Singh,et al.  A self-excited six-phase induction generator for stand-alone renewable energy generation , 2007, 2007 International Aegean Conference on Electrical Machines and Power Electronics.