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FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM

Year 2011, Volume 24, Issue 4, 805 - 816, 21.01.2011

Abstract

This paper presents an efficient method based on a modified fuzzy PI control with parallel fuzzy PD (fuzzy-PI+ fuzzy-PD) control for automatic generation control (AGC) of a two-area power system. This paper describes the control schemes required to operate the two-area power system in the steady state. The model of a two-area power system is established using the equations describing dynamic behavior of a two-area power system and control schemas in Matlab-Simulink program respectively. In this paper, typical responses to real power demand are illustrated using the latest simulation technique available by the MATLAB/SIMULINK program. Results of simulation show that the proposed a modified fuzzy-PI+fuzzy-PD control offers better performance than PID controllers at different operating conditions.

Keywords: Fuzzy PI control with parallel fuzzy PD control, automatic generation control, Power Systems,Matlab/Simulink

 

References

  • Allen E., White N.La, Yoon Y., Chapman J. and Ilic M., “Interactive Object-Oriented Simulation of Interconnected Power Systems Using SIMULINK” IEEE Transactions on Education, 44(1): 87-95 (2001).
  • Kundur P., Power system stability and control, McGraww-Hill (1994).
  • Saadat H., Power System Analysis, McGraw-Hill, New York (1999).
  • Khodabakhshian A., Hooshmand R. “A new PID controller design for automatic generation control of hydro power systems” Electrical Power and Energy Systems 32, 375–382 (2010).
  • Sabahi K., Teshnehlab M., Shoorhedeli M.A., “Recurrent fuzzy neural network by using feedback error learning approaches for LFC in interconnected power system” Energy Conversion and Management 50: 938–946 (2009).
  • Lu C-F, Liu C-C, Wu C., “Effect of battery energy storage system on load frequency control considering governor deadband and generation rate constraints” IEEE Trans Power Syst 10(3):555–61 (1995).
  • Cavin JK, Budge MC, Rosmunsen P. “An optimal linear system approach to load-frequency Control” IEEE Trans Power Apparatus Syst, PAS-90:2472–82 (1971).
  • Ai-Homouz ZM, Abdel-Magid YL. “Variable structure load frequency controllers for multiarea power systems”, Int J Electr Power Energy Syst, 15(5):293–300 (1993).
  • Chang CS, Fu W, “Area load frequency control using fuzzy gain scheduling of PI controllers”, Electr Power Syst Res, 42:145–52 (1997).
  • Hiyama T., “Application of rule based stabilizing controller to power systems”, IEE Proc C 136:175–81 (1989).
  • Dash PK, Liew AC, Mishra BR, “An adaptive PID stabilizer for power systems using fuzzy Logic”, Electr Power Syst Re, :213–22 (1998).
  • Kumar A, Malik OP, Hope GS., “Variable structure system control applied to AGC of an interconnected power system”, IEE Proc, 132(C-1):23–9 (1985).
  • Zribi M, Al-Rashed M, Alrifai M., “Adaptive decentralized load frequency control of multi-area power systems”, Int J Electr Power Energy Syst, 27:573–83 (2005).
  • Chen G., “Conventional and Fuzzy PID Controller: an overview”, Int. J. Intell. Control Systems, 1:235-246 (1996).
  • Malki H.A., Li H., Chen G., “New Design and Stability Analysis of Fuzzy Proportional Derivative Control System”, IEEE Trans.Fuzzy System, 245-254 (1994).
  • Wang L.X., A Course in Fuzzy System and Control, Englewood Cliffs, NJ: Prentice-Hall, (1997).
  • G.K.I. Mann, B.G.Hu and R.G.Gosine, “Analysis of direct action fuzzy PID controller structures”, IEEE Trans.Syst., Man, Cybern. 29(3)371-388 (1999).
  • Abraham R. J., Das D. and Patra A., “Automatic generation control of an interconnected hydrothermal power system considering superconducting magnetic energy storage”, International Journal of Electrical Power & Energy Systems, 29(8):574-579 (2007).
  • Bergen A.R., Power System Analysis, Prentice Hall, Second Edition, New Jersey (2000).
  • Iracleous D.P. and Alexandridis A.T., “A Multi-Task Automatic Generation Control For Power Regulation”, Electric Power Systems Research, 73(3):275-285 (2005).
  • Quao W. Z., Mizumoto M., “PID type fuzzy controller and parameter adaptive method”, Fuzzy Sets Sys,. 78:23-25 (1996).
  • Bhattacharya S., Chatterjee A. and Munshi S., “A new self-tuned PID-type fuzzy controller and a combination of two-term controllers”, ISA Transactions, (43)3:413- 426 (2004).
  • Mann G.K.I., Gosine R.G., “Three-dimensional min– max-gravity based fuzzy PID inference analysis and tuning”, Fuzzy Sets and Systems, 156(2): 300-323 (2005).
  • Li H.X., Gatland H.B., “Conventional fuzzy control and its enhancement”, IEEE Trans.Syst., Man Cybern, 26:791-797 (1996).
  • Malki H.A., Feigenspan D., Misir D., Chen G., “ Fuzzy PID control of a flexible joint robot arm with uncertainties for time-varying load”, IEEE Trans. Control System Technol., 371-378 (1997).

Year 2011, Volume 24, Issue 4, 805 - 816, 21.01.2011

Abstract

References

  • Allen E., White N.La, Yoon Y., Chapman J. and Ilic M., “Interactive Object-Oriented Simulation of Interconnected Power Systems Using SIMULINK” IEEE Transactions on Education, 44(1): 87-95 (2001).
  • Kundur P., Power system stability and control, McGraww-Hill (1994).
  • Saadat H., Power System Analysis, McGraw-Hill, New York (1999).
  • Khodabakhshian A., Hooshmand R. “A new PID controller design for automatic generation control of hydro power systems” Electrical Power and Energy Systems 32, 375–382 (2010).
  • Sabahi K., Teshnehlab M., Shoorhedeli M.A., “Recurrent fuzzy neural network by using feedback error learning approaches for LFC in interconnected power system” Energy Conversion and Management 50: 938–946 (2009).
  • Lu C-F, Liu C-C, Wu C., “Effect of battery energy storage system on load frequency control considering governor deadband and generation rate constraints” IEEE Trans Power Syst 10(3):555–61 (1995).
  • Cavin JK, Budge MC, Rosmunsen P. “An optimal linear system approach to load-frequency Control” IEEE Trans Power Apparatus Syst, PAS-90:2472–82 (1971).
  • Ai-Homouz ZM, Abdel-Magid YL. “Variable structure load frequency controllers for multiarea power systems”, Int J Electr Power Energy Syst, 15(5):293–300 (1993).
  • Chang CS, Fu W, “Area load frequency control using fuzzy gain scheduling of PI controllers”, Electr Power Syst Res, 42:145–52 (1997).
  • Hiyama T., “Application of rule based stabilizing controller to power systems”, IEE Proc C 136:175–81 (1989).
  • Dash PK, Liew AC, Mishra BR, “An adaptive PID stabilizer for power systems using fuzzy Logic”, Electr Power Syst Re, :213–22 (1998).
  • Kumar A, Malik OP, Hope GS., “Variable structure system control applied to AGC of an interconnected power system”, IEE Proc, 132(C-1):23–9 (1985).
  • Zribi M, Al-Rashed M, Alrifai M., “Adaptive decentralized load frequency control of multi-area power systems”, Int J Electr Power Energy Syst, 27:573–83 (2005).
  • Chen G., “Conventional and Fuzzy PID Controller: an overview”, Int. J. Intell. Control Systems, 1:235-246 (1996).
  • Malki H.A., Li H., Chen G., “New Design and Stability Analysis of Fuzzy Proportional Derivative Control System”, IEEE Trans.Fuzzy System, 245-254 (1994).
  • Wang L.X., A Course in Fuzzy System and Control, Englewood Cliffs, NJ: Prentice-Hall, (1997).
  • G.K.I. Mann, B.G.Hu and R.G.Gosine, “Analysis of direct action fuzzy PID controller structures”, IEEE Trans.Syst., Man, Cybern. 29(3)371-388 (1999).
  • Abraham R. J., Das D. and Patra A., “Automatic generation control of an interconnected hydrothermal power system considering superconducting magnetic energy storage”, International Journal of Electrical Power & Energy Systems, 29(8):574-579 (2007).
  • Bergen A.R., Power System Analysis, Prentice Hall, Second Edition, New Jersey (2000).
  • Iracleous D.P. and Alexandridis A.T., “A Multi-Task Automatic Generation Control For Power Regulation”, Electric Power Systems Research, 73(3):275-285 (2005).
  • Quao W. Z., Mizumoto M., “PID type fuzzy controller and parameter adaptive method”, Fuzzy Sets Sys,. 78:23-25 (1996).
  • Bhattacharya S., Chatterjee A. and Munshi S., “A new self-tuned PID-type fuzzy controller and a combination of two-term controllers”, ISA Transactions, (43)3:413- 426 (2004).
  • Mann G.K.I., Gosine R.G., “Three-dimensional min– max-gravity based fuzzy PID inference analysis and tuning”, Fuzzy Sets and Systems, 156(2): 300-323 (2005).
  • Li H.X., Gatland H.B., “Conventional fuzzy control and its enhancement”, IEEE Trans.Syst., Man Cybern, 26:791-797 (1996).
  • Malki H.A., Feigenspan D., Misir D., Chen G., “ Fuzzy PID control of a flexible joint robot arm with uncertainties for time-varying load”, IEEE Trans. Control System Technol., 371-378 (1997).

Details

Primary Language English
Journal Section Electrical & Electronics Engineering
Authors

Yuksel OĞUZ

Publication Date January 21, 2011
Published in Issue Year 2011, Volume 24, Issue 4

Cite

Bibtex @ { gujs97311, journal = {Gazi University Journal of Science}, issn = {}, eissn = {2147-1762}, address = {}, publisher = {Gazi University}, year = {2011}, volume = {24}, pages = {805 - 816}, doi = {}, title = {FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM}, key = {cite}, author = {Oğuz, Yuksel} }
APA Oğuz, Y. (2011). FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM . Gazi University Journal of Science , 24 (4) , 805-816 . Retrieved from https://dergipark.org.tr/en/pub/gujs/issue/7421/97311
MLA Oğuz, Y. "FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM" . Gazi University Journal of Science 24 (2011 ): 805-816 <https://dergipark.org.tr/en/pub/gujs/issue/7421/97311>
Chicago Oğuz, Y. "FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM". Gazi University Journal of Science 24 (2011 ): 805-816
RIS TY - JOUR T1 - FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM AU - Yuksel Oğuz Y1 - 2011 PY - 2011 N1 - DO - T2 - Gazi University Journal of Science JF - Journal JO - JOR SP - 805 EP - 816 VL - 24 IS - 4 SN - -2147-1762 M3 - UR - Y2 - 2022 ER -
EndNote %0 Gazi University Journal of Science FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM %A Yuksel Oğuz %T FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM %D 2011 %J Gazi University Journal of Science %P -2147-1762 %V 24 %N 4 %R %U
ISNAD Oğuz, Yuksel . "FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM". Gazi University Journal of Science 24 / 4 (January 2011): 805-816 .
AMA Oğuz Y. FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM. Gazi University Journal of Science. 2011; 24(4): 805-816.
Vancouver Oğuz Y. FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM. Gazi University Journal of Science. 2011; 24(4): 805-816.
IEEE Y. Oğuz , "FUZZY PI CONTROL WITH PARALLEL FUZZY PD CONTROL FOR AUTOMATIC GENERATION CONTROL OF A TWO-AREA POWER SYSTEM", Gazi University Journal of Science, vol. 24, no. 4, pp. 805-816, Jan. 2011