Maiden application of fuzzy logic based IDD controller for automatic generation control of multi-area hydrothermal system: A preliminary study

This paper dealts with automatic generation control of an unequal multi-area hydrothermal system. The performances of several classical controllers such as integral (I), Proportional Integral (PI), Proportional — Integral — Derivative (PID) and Integral — Double Derivative (IDD) are compared, and it is found that IDD controller gives better performance over the other controllers. This study also attempts a maiden application of a genetic algorithm optimized fuzzy logic based Integral-Double Derivative controller (FIDD). The comparison on dynamic performances of IDD and FIDD controllers reveals that the FIDD controller is better. The robustness of the FIDD controller is also evaluated for different loading conditions.

[1]  D.M.V. Kumar Intelligent controllers for automatic generation control , 1998, Proceedings of IEEE TENCON '98. IEEE Region 10 International Conference on Global Connectivity in Energy, Computer, Communication and Control (Cat. No.98CH36229).

[2]  C. Concordia,et al.  Tie-Line Power and Frequency Control of Electric Power Systems [includes discussion] , 1953, Transactions of the American Institute of Electrical Engineers. Part III: Power Apparatus and Systems.

[3]  M.G. Rabbani,et al.  Fuzzy-Proportional Integral Controller for an AGC in a Single Area Power System , 2006, 2006 International Conference on Electrical and Computer Engineering.

[4]  Issarachai Ngamroo,et al.  Design of Optimal Fuzzy Logic based PI Controller using Multiple Tabu Search Algorithm for Load Frequency Control , 2006 .

[5]  S. Mishra,et al.  Maiden Application of Bacterial Foraging-Based Optimization Technique in Multiarea Automatic Generation Control , 2009, IEEE Transactions on Power Systems.

[6]  G. A. Chown,et al.  Design and experience with a fuzzy logic controller for automatic generation control (AGC) , 1997 .

[7]  M.G. Rabbani,et al.  Fuzzy Gain Scheduling of an AGC in a Single Area Power System , 2006, 2006 International Conference on Electrical and Computer Engineering.

[8]  J. Nanda,et al.  Some new findings on automatic generation control of an interconnected hydrothermal system with conventional controllers , 2006, IEEE Transactions on Energy Conversion.

[9]  J. Nanda,et al.  Comparison of performances of several types of classical controller in automatic generation control for an interconnected multi-area thermal system , 2008, 2008 Australasian Universities Power Engineering Conference.

[10]  B. L. Kaul,et al.  Automatic generation control of an interconnected power system , 1978 .

[11]  Charles E. Fosha,et al.  The Megawatt-Frequency Control Problem: A New Approach Via Optimal Control Theory , 1970 .

[12]  Olle I. Elgerd,et al.  Electric Energy Systems Theory: An Introduction , 1972 .

[13]  Baldev Raj,et al.  APPLICATION OF FUZZY CONTROLLER TO AUTOMATIC GENERATION CONTROL , 1995 .

[14]  Miodrag Djukanovic,et al.  Conceptual development of optimal loas frequency control using artificial neural networks and fuzzy set theory , 1995 .