A functional model predictive control approach for power system load frequency control considering generation rate constraint

SUMMARY In this paper, a wide area measurement, centralized, load frequency control using model predictive control (MPC) is presented for multi-area power systems. A multivariable constrained MPC was used to calculate optimal control actions including generation rate constraints. To alleviate computational effort and to reduce numerical problems, particularly in large prediction horizon, an exponentially weighted functional MPC was employed. Time-based simulation studies were performed on a three-area power system, and the results were then compared with decentralized MPC and classical PI controller. The results show that the proposed MPC scheme offers significantly better performance against load disturbance. Copyright © 2013 John Wiley & Sons, Ltd.

[1]  Ali Feliachi,et al.  Robust load frequency control using genetic algorithms and linear matrix inequalities , 2003 .

[2]  Amit Patra,et al.  Effect of TCPS on oscillations in tie-power and area frequencies in an interconnected hydrothermal power system , 2007 .

[3]  Christian Rehtanz,et al.  Design Aspects for Wide-Area Monitoring and Control Systems , 2005, Proceedings of the IEEE.

[4]  Liuping Wang Use of exponential data weighting in model predictive control design , 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

[5]  C. T. Pan,et al.  An Adaptive Controller for Power System Load-Frequency Control , 1989, IEEE Power Engineering Review.

[6]  Dianwei Qian,et al.  Load frequency control considering generation rate constraints , 2010, 2010 8th World Congress on Intelligent Control and Automation.

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

[8]  Stephen J. Wright,et al.  Distributed MPC Strategies With Application to Power System Automatic Generation Control , 2008, IEEE Transactions on Control Systems Technology.

[9]  Liuping Wang Discrete model predictive controller design using Laguerre functions , 2004 .

[10]  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 .

[11]  Ali Feliachi,et al.  Economy oriented model predictive load frequency control , 2003, Large Engineering Systems Conference on Power Engineering, 2003.

[12]  Tarek Hassan Mohamed,et al.  Decentralized model predictive based load frequency control in an interconnected power system , 2011 .

[13]  H. Shayeghi,et al.  Load frequency control strategies: A state-of-the-art survey for the researcher , 2009 .

[14]  S. Joe Qin,et al.  A survey of industrial model predictive control technology , 2003 .