Application of fuzzy logic for load frequency control of hydroelectrical power plants

The quality of generated electricity in power systems is dependent on the system output, which has to be of constant frequency and must maintain the scheduled power and voltage. Therefore, load frequency control, LFC, is very important for power systems. However, the LFC problem in hydroelectrical power systems has received little attention by researchers so far. In this study, a conventional proportional integral (PI) controller and a fuzzy gain scheduled proportional integral (FGPI) controller have been compared for applying to a single area and a two area hydroelectric power plant, considering that Turkey has several hydro power sources. The comparison study indicated that the proposed FGPI controller has better performance than the conventional PI controller. The study results were compared by simulation.

[1]  J. Nanda,et al.  Automatic generation control of hydro-thermal system considering generation rate constraint , 1983 .

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

[3]  Zhengtao Ding,et al.  Decentralised power system load frequency control beyond the limit of diagonal dominance , 2002 .

[4]  J. Nanda,et al.  Automatic generation control of an interconnected hydrothermal system in continuous and discrete modes considering generation rate constraints , 1983 .

[5]  İlhan Kocaarslan,et al.  Load frequency control in two area power systems using fuzzy logic controller , 2005 .

[6]  J. Nanda,et al.  Transactions on Power Apparatus and Systems , Vol . PAS-1 O 0 , No . 5 , May 1981 SAMPLED-DATA AUTOMATIC GENERATION CONTROL OF INTERCONNECTED REHEAT THERMAL SYSTEMS CONSIDERING GENERATION RATE CONSTRAINTS , 2006 .

[7]  Z. Yumurtacı,et al.  Electric Energy Demand of Turkey for the Year 2050 , 2004 .

[8]  Nafiz Aydın Hizal,et al.  Gain Scheduling Adaptive Model Control , 1999 .

[9]  Youyi Wang,et al.  Robust load-frequency controller design for power systems , 1993 .

[10]  Om P. Malik,et al.  Variable-structure-system control applied to AGC of an interconnected power system , 1985 .

[11]  Etem Koklukaya,et al.  A dynamic wavelet network based adaptive load frequency control in power systems , 2005 .

[12]  Yusuf Oysal,et al.  A comparative study of adaptive load frequency controller designs in a power system with dynamic neural network models , 2005 .

[13]  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.

[14]  Chuen-Chien Lee FUZZY LOGIC CONTROL SYSTEMS: FUZZY LOGIC CONTROLLER - PART I , 1990 .

[15]  Charles E. Fosha,et al.  Optimum Megawatt-Frequency Control of Multiarea Electric Energy Systems , 1970 .

[16]  K. C. Divya,et al.  A simulation model for AGC studies of hydro–hydro systems , 2005 .

[17]  Olle Ingemar Elgerd,et al.  Electric energy systems theory , 1982 .

[18]  Adnan Sözen,et al.  Performance prediction of a solar driven ejector-absorption cycle using fuzzy logic , 2004 .

[19]  Jawad Talaq,et al.  Adaptive fuzzy gain scheduling for load frequency control , 1999 .

[20]  Kyung-Bin Song,et al.  Extended integral control for load frequency control with the consideration of generation-rate constraints , 2002 .

[21]  Patrick van der Smagt Minimisation methods for training feedforward neural networks , 1994, Neural Networks.

[22]  Chuen-Chien Lee,et al.  Fuzzy logic in control systems: fuzzy logic controller. II , 1990, IEEE Trans. Syst. Man Cybern..

[23]  Ertuğrul Çam,et al.  Fuzzy logic controller in interconnected electrical power systems for load-frequency control , 2005 .

[24]  J. Mendel Fuzzy logic systems for engineering: a tutorial , 1995, Proc. IEEE.

[25]  A. P. Sakis Meliopoulos,et al.  Load-frequency control service in a deregulated environment , 1999, Decis. Support Syst..

[26]  B. H. Bakken,et al.  Automatic generation control in a deregulated power system , 1998 .

[27]  Bernard Widrow,et al.  Application of neural networks to load-frequency control in power systems , 1994, Neural Networks.

[28]  Fuzzy Logic in Control Systems : Fuzzy Logic , 2022 .

[29]  S. C. Tripathy,et al.  Optimisation of load-frequency control parameters for power systems with reheat steam turbines and governor deadband nonlinearity , 1982 .

[30]  Ali Feliachi,et al.  NERC compliant load frequency control design using fuzzy rules , 2005 .

[31]  Devendra K. Chaturvedi,et al.  Load frequency control: a generalised neural network approach , 1999 .

[32]  Young-Hyun Moon,et al.  Extended integral control for load frequency control with the consideration of generation-rate constraints , 2000, 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134).

[33]  Ashraf Mohamed Hemeida,et al.  Wavelet neural network load frequency controller , 2005 .

[34]  Ertuğrul Çam,et al.  A fuzzy logic controller application for thermal power plants , 2006 .

[35]  Antonio T. Alexandridis,et al.  A multi-task automatic generation control for power regulation , 2005 .

[36]  Chung-Fu Chang,et al.  Area load frequency control using fuzzy gain scheduling of PI controllers , 1997 .