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A Non-Parametric Adaptive Tracking Algorithm Based On Multiple Feature Distributions

Year 2010, Volume: 2 Issue: 2, 52 - 56, 15.06.2010

Abstract

In this paper, a fuzzy logic controller is proposed for an application of HVDC link to stabilize the frequency oscillation in a parallel AC – DC interconnected power systems. When an interconnected AC power system is subjected to a load disturbance, system frequency may be considerably disturbed and becomes oscillatory. By utilizing the system interconnections as the control channels of HVDC link, the tie line power modulation of HVDC link through interconnections is applicable for stabilizing the requency oscillation of AC system. The conventional Integral controller does not yield adequate control performance. To overcome this problem Fuzzy Logic Controller (FLC) is employed with a set of control rules. The proposed control technique is studied for a two area reheat thermal power systems. From simulation results, the performance of the FLC is better during load disturbances.

References

  • [1]. George Gross and Jeong Woo Lee, “Analysis of Load Frequency Control Performance Assessment Criteria”,IEEE Transaction on Power Systems”, vol 16,No. 3, August 2001 , pp520- 525. [2]. Dulpichet Rerkpreedapong, Amer Hasanovic and Ali Feliachi, “ Robust Load Frequency Control using Genetic Algorithms and Linear Matrix Inequalities”, IEEE Transaction on Power Systems, vol 18,No. 2, May 2003 , pp855- 861. [3]. F.P.deMellow, R.J.Mills and W.F.B’Rells,“Automatic Generation control”, Part II- Digital control Techniques, IEEE Transaction on Power Apparatus and Systems”, vol. PAS-92, No.23, May 1972 , pp716- 724. [4]. Issarachai Ngamroo , “A stabilization of frequency oscillations in a parallel AC – DC interconnected power systems via an HVDC link”, scienceAsia28 (2002), pp 173- 180. [5]. Chidambaram and A,Velusamy.S., “Decentralized Biased Controllers for Load Frequency Control of Interconnected Power Systems Considering Governor Dead band Non- Linearity”, IEEE Indicon, Dec 2005 , pp521-525. [6]. Masiala.M,Ghribi.M and Kaddouri.A,“An Adaptive Fuzzy Controller Gain Scheduling for Power System Load- Frequency Control”, IEEE (ICIT), 2004 , pp 1515-1520. [7]. J. Talaq and F. Al-Basri, “Adaptive Fuzzy Gain Scheduling for Load Frequency Control”, IEEE Transaction on Power Systems”, vol 14, No. 1, February 1999 , pp145- 150. [8]. Vaibhav Donde, M.A. Pai and Ian A. Hiskens, “ Simulation and Optimization in an AGC System after Deregulation” IEEE Transaction on Power Systems, vol 16,No. 3, August 2001 , pp481- 487. [9]. Anand.B and Ebenezer Jeyakumar.A., “ Load Frequency Control with Fuzzy Logic Controller Considering Non – inearities and Boiler Dynamics”ACSE, vol8, issue 3, January2009, pp 15 – 20. [10]. Mathur.H.D. and Manjunath.H.V., “ Frequency Stabilisation using Fuzzy Logigbased controller for multi- area power system”, South Pacific journal of National Science,vol.4, 2007, pp 22- 30. [11]. Chia- Feng Juang and Chun-Feng Lu, “Power System Load Frequency Control By Genetic Fuzzy gain scheduling Controller”, Journal of the Chinese institute of Engineers,vol.28,No.6,2005, pp 1013 – 1018. [12]. Chia- Feng Juang and Chun-Feng Lu, “Power System Load Frequency Control By Evolutionary Fuzzy PI Controller”, IEEE, July2004, pp715-719. [13]. Chowdhury. S, Chaudhury. S.P and Choudhuri.S, “Advanced digital load frequency control with unknown deterministic power demand for interconnected power systems”, IE (I) journal- EL vol.80, Nov 1999, pp 87- 95. [14]. Dulpichet Rerkpreedapong and Ali Feliachi, “PI Gain Scheduler for Load Frequency Control Using Spline techniques”,IEEE,2003, pp259-263. [15]. Ibraheem, A.Kumar and D.P.Kothari,” recent Philosophies of Automatic Generation Control Strategies in Power Systems”, IEEE Transaction on Power Systems, vol 20,No. 1, February 2005 , pp340- 357.
Year 2010, Volume: 2 Issue: 2, 52 - 56, 15.06.2010

Abstract

References

  • [1]. George Gross and Jeong Woo Lee, “Analysis of Load Frequency Control Performance Assessment Criteria”,IEEE Transaction on Power Systems”, vol 16,No. 3, August 2001 , pp520- 525. [2]. Dulpichet Rerkpreedapong, Amer Hasanovic and Ali Feliachi, “ Robust Load Frequency Control using Genetic Algorithms and Linear Matrix Inequalities”, IEEE Transaction on Power Systems, vol 18,No. 2, May 2003 , pp855- 861. [3]. F.P.deMellow, R.J.Mills and W.F.B’Rells,“Automatic Generation control”, Part II- Digital control Techniques, IEEE Transaction on Power Apparatus and Systems”, vol. PAS-92, No.23, May 1972 , pp716- 724. [4]. Issarachai Ngamroo , “A stabilization of frequency oscillations in a parallel AC – DC interconnected power systems via an HVDC link”, scienceAsia28 (2002), pp 173- 180. [5]. Chidambaram and A,Velusamy.S., “Decentralized Biased Controllers for Load Frequency Control of Interconnected Power Systems Considering Governor Dead band Non- Linearity”, IEEE Indicon, Dec 2005 , pp521-525. [6]. Masiala.M,Ghribi.M and Kaddouri.A,“An Adaptive Fuzzy Controller Gain Scheduling for Power System Load- Frequency Control”, IEEE (ICIT), 2004 , pp 1515-1520. [7]. J. Talaq and F. Al-Basri, “Adaptive Fuzzy Gain Scheduling for Load Frequency Control”, IEEE Transaction on Power Systems”, vol 14, No. 1, February 1999 , pp145- 150. [8]. Vaibhav Donde, M.A. Pai and Ian A. Hiskens, “ Simulation and Optimization in an AGC System after Deregulation” IEEE Transaction on Power Systems, vol 16,No. 3, August 2001 , pp481- 487. [9]. Anand.B and Ebenezer Jeyakumar.A., “ Load Frequency Control with Fuzzy Logic Controller Considering Non – inearities and Boiler Dynamics”ACSE, vol8, issue 3, January2009, pp 15 – 20. [10]. Mathur.H.D. and Manjunath.H.V., “ Frequency Stabilisation using Fuzzy Logigbased controller for multi- area power system”, South Pacific journal of National Science,vol.4, 2007, pp 22- 30. [11]. Chia- Feng Juang and Chun-Feng Lu, “Power System Load Frequency Control By Genetic Fuzzy gain scheduling Controller”, Journal of the Chinese institute of Engineers,vol.28,No.6,2005, pp 1013 – 1018. [12]. Chia- Feng Juang and Chun-Feng Lu, “Power System Load Frequency Control By Evolutionary Fuzzy PI Controller”, IEEE, July2004, pp715-719. [13]. Chowdhury. S, Chaudhury. S.P and Choudhuri.S, “Advanced digital load frequency control with unknown deterministic power demand for interconnected power systems”, IE (I) journal- EL vol.80, Nov 1999, pp 87- 95. [14]. Dulpichet Rerkpreedapong and Ali Feliachi, “PI Gain Scheduler for Load Frequency Control Using Spline techniques”,IEEE,2003, pp259-263. [15]. Ibraheem, A.Kumar and D.P.Kothari,” recent Philosophies of Automatic Generation Control Strategies in Power Systems”, IEEE Transaction on Power Systems, vol 20,No. 1, February 2005 , pp340- 357.
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Details

Journal Section Articles
Authors

S. Ramesh This is me

A. Krishnan This is me

Publication Date June 15, 2010
Submission Date October 23, 2017
Published in Issue Year 2010 Volume: 2 Issue: 2

Cite

APA Ramesh, S., & Krishnan, A. (2010). A Non-Parametric Adaptive Tracking Algorithm Based On Multiple Feature Distributions. International Journal of Engineering Research and Development, 2(2), 52-56.

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