Performance Analysis of Self Excited Induction Generator Using Artificial Bee Colony Algorithm
This paper presents the performance state analysis of
Self-Excited Induction Generator (SEIG) using Artificial Bee Colony
(ABC) optimization technique. The total admittance of the induction
machine is minimized to calculate the frequency and magnetizing
reactance corresponding to any rotor speed, load impedance and
excitation capacitance. The performance of SEIG is calculated using
the optimized parameter found. The results obtained by ABC
algorithm are compared with results from numerical method. The
results obtained coincide with the numerical method results. This
technique proves to be efficient in solving nonlinear constrained
optimization problems and analyzing the performance of SEIG.
[1] S. S. Murthy, O. P. Malik and A. K. Tandon, "Analysis of self-excited
induction generators”, IEE Proc., Generation, Transmission and
Distribution, Vol. 129, No. 6, pp. 260-265, 1982.
[2] G. Raina and O. P. Malik., "Wind energy conversion using a self-excited
induction generator”, IEEE Transactions on Power Apparatus and
Systems, Vol.102, No. 12, pp. 3933–3936, 1983.
[3] N. H. Malik and S. E. Haque, "Steady state analysis and performance of
an isolated self-excited induction generator”, IEEE Trans. on Energy
Conversion, Vol. EC-l, No. 3, pp. 134-139, 1986.
[4] L. Quazene and G. McPherson, "Analysis of the isolated induction
generator”, IEEE Trans. on Power Apparatus and Systems, Vol. 102,
No. 8, pp. 2793-2798, 1983.
[5] N. Ammasaigounden, M. Subbiah and M. R. Krishnamurthy, "Winddriven
self-excited pole-changing induction generators”, IEE Proc. B
Electric Power Applications, Vol. 133, pp. 315-321, 1986.
[6] A. I. Alolah and M. A. Alkanhal, "Excitation requirements of three
phase self-excited induction generator under single phase loading with
minimum unbalance”, IEEE Winter Meeting of Power Engineering
Society, Vol. 1, pp. 257-259, 2000.
[7] L. A. Alolah, and M. A. Alkanhal, "Optimization-based steady state
analysis of three phase self-excited induction generator”, IEEE Trans. on
Energy Conversion, Vol. 15, No. 1, pp. 61-65, 2000.
[8] M. H. Haque, A novel method of evaluating performance characteristics
of a self-excited induction generator, IEEE Trans. EC, Vol. 24, No.2, pp.
358–365, 2009.
[9] M. H. Haque, "Comparison of steady state characteristics of shunt,
short-shunt and long-shunt induction generators, Electr. Power Syst.
Res. Vol.79, pp. 1446–1453, 2009.
[10] K. A. Nigim, M. M. A. Salama and M. Kazerani, "Identifying machine
parameters influencing the operation of the self-excited induction
generator, Electr. Power Syst. Res. Vol. 69, pp.123–128, 2004.
[11] T. F. Chan and L. L. Lai, "Capacitance requirements of a three-phase
induction generator self-excited with a single capacitance and supplying
a single-phase load”, IEEE Trans. EC, Vol.17, No.1, pp. 90–94, 2002.
[12] D. Joshi, K. S. Sandhu and R. C. Bansal, "Steady-state analysis of selfexcited
induction generators using genetic algorithm approach under
different operating modes", International Journal of Sustainable Energy,
2011
[13] M. H. Salama and P. G. Holmes, "Transient and steady-state load
performance of a stand-alone self-excited induction generator”, IEE
Proc. Electric Power Applications, Vol. 143, No. 1, pp. 50-58, 1996.
[14] D. Karaboga, "An Idea Based On Honey Bee Swarm For Numerical
Optimization”, Technical Report-TR06, Erciyes University, Engineering
Faculty, Computer Engineering Department, 2005.
[15] D. Karaboga and B. Akay, "A comparative study of Artificial Bee
Colony algorithm”, Applied Mathematics and Computation, No. 214,
pp. 108–132, 2009.
[1] S. S. Murthy, O. P. Malik and A. K. Tandon, "Analysis of self-excited
induction generators”, IEE Proc., Generation, Transmission and
Distribution, Vol. 129, No. 6, pp. 260-265, 1982.
[2] G. Raina and O. P. Malik., "Wind energy conversion using a self-excited
induction generator”, IEEE Transactions on Power Apparatus and
Systems, Vol.102, No. 12, pp. 3933–3936, 1983.
[3] N. H. Malik and S. E. Haque, "Steady state analysis and performance of
an isolated self-excited induction generator”, IEEE Trans. on Energy
Conversion, Vol. EC-l, No. 3, pp. 134-139, 1986.
[4] L. Quazene and G. McPherson, "Analysis of the isolated induction
generator”, IEEE Trans. on Power Apparatus and Systems, Vol. 102,
No. 8, pp. 2793-2798, 1983.
[5] N. Ammasaigounden, M. Subbiah and M. R. Krishnamurthy, "Winddriven
self-excited pole-changing induction generators”, IEE Proc. B
Electric Power Applications, Vol. 133, pp. 315-321, 1986.
[6] A. I. Alolah and M. A. Alkanhal, "Excitation requirements of three
phase self-excited induction generator under single phase loading with
minimum unbalance”, IEEE Winter Meeting of Power Engineering
Society, Vol. 1, pp. 257-259, 2000.
[7] L. A. Alolah, and M. A. Alkanhal, "Optimization-based steady state
analysis of three phase self-excited induction generator”, IEEE Trans. on
Energy Conversion, Vol. 15, No. 1, pp. 61-65, 2000.
[8] M. H. Haque, A novel method of evaluating performance characteristics
of a self-excited induction generator, IEEE Trans. EC, Vol. 24, No.2, pp.
358–365, 2009.
[9] M. H. Haque, "Comparison of steady state characteristics of shunt,
short-shunt and long-shunt induction generators, Electr. Power Syst.
Res. Vol.79, pp. 1446–1453, 2009.
[10] K. A. Nigim, M. M. A. Salama and M. Kazerani, "Identifying machine
parameters influencing the operation of the self-excited induction
generator, Electr. Power Syst. Res. Vol. 69, pp.123–128, 2004.
[11] T. F. Chan and L. L. Lai, "Capacitance requirements of a three-phase
induction generator self-excited with a single capacitance and supplying
a single-phase load”, IEEE Trans. EC, Vol.17, No.1, pp. 90–94, 2002.
[12] D. Joshi, K. S. Sandhu and R. C. Bansal, "Steady-state analysis of selfexcited
induction generators using genetic algorithm approach under
different operating modes", International Journal of Sustainable Energy,
2011
[13] M. H. Salama and P. G. Holmes, "Transient and steady-state load
performance of a stand-alone self-excited induction generator”, IEE
Proc. Electric Power Applications, Vol. 143, No. 1, pp. 50-58, 1996.
[14] D. Karaboga, "An Idea Based On Honey Bee Swarm For Numerical
Optimization”, Technical Report-TR06, Erciyes University, Engineering
Faculty, Computer Engineering Department, 2005.
[15] D. Karaboga and B. Akay, "A comparative study of Artificial Bee
Colony algorithm”, Applied Mathematics and Computation, No. 214,
pp. 108–132, 2009.
@article{"International Journal of Electrical, Electronic and Communication Sciences:68099", author = "A. K. Sharma and N. P. Patidar and G. Agnihotri and D. K. Palwalia", title = "Performance Analysis of Self Excited Induction Generator Using Artificial Bee Colony Algorithm", abstract = "This paper presents the performance state analysis of
Self-Excited Induction Generator (SEIG) using Artificial Bee Colony
(ABC) optimization technique. The total admittance of the induction
machine is minimized to calculate the frequency and magnetizing
reactance corresponding to any rotor speed, load impedance and
excitation capacitance. The performance of SEIG is calculated using
the optimized parameter found. The results obtained by ABC
algorithm are compared with results from numerical method. The
results obtained coincide with the numerical method results. This
technique proves to be efficient in solving nonlinear constrained
optimization problems and analyzing the performance of SEIG.
", keywords = "Artificial bee colony, Steady state analysis, Selfexcited
induction generator, Nonlinear constrained optimization.", volume = "8", number = "6", pages = "987-6", }
