PI-MPC Frequency Control of Power System in the Presence of DFIG Wind Turbines

For the recent expansion of renewable energy applications, Wind Energy System (WES) is receiving much interest all over the world. However, area load change and abnormal conditions lead to mismatches in frequency and scheduled power interchanges between areas. These mismatches have to be corrected by the LFC system. This paper, therefore, proposes a new robust frequency control technique involving the combination of conventional Proportional-Integral (PI) and Model Predictive Control (MPC) controllers in the presence of wind turbines (WT). The PI-MPC technique has been designed such that the effect of the uncertainty due to governor and turbine parameters variation and load disturbance is reduced. A frequency response dynamic model of a single-area power system with an aggregated generator unit is introduced, and physical constraints of the governors and turbines are considered. The proposed technique is tested on the single-area power system, for enhancement of the network frequency quality. The validity of the proposed method is evaluated by computer simulation analyses using Matlab Simulink. The results show that, with the proposed PI-MPC combination technique, the overall closed loop system performance demonstrated robustness regardless of the presence of uncertainties due to variations of the parameters of governors and turbines, and loads disturbances. A performance comparison between the proposed control scheme, the classical PI control scheme and the MPC is carried out confirming the superiority of the proposed technique in presence of doubly fed induction generator (DFIG) WT.

[1]  Aleksandar M. Stankovic,et al.  On robust control analysis and design for load frequency regulation , 1998 .

[2]  Hadi Saadat,et al.  Power System Analysis , 1998 .

[3]  Babu Narayanan,et al.  POWER SYSTEM STABILITY AND CONTROL , 2015 .

[4]  Rujing Zhou,et al.  Robust decentralised load-frequency control of multi-area power systems , 1996 .

[5]  Shengwei Mei,et al.  Optimal load-frequency control in restructured power systems , 2003 .

[6]  Aysen Demiroren,et al.  The application of ANN technique to load-frequency control for three-area power system , 2001, 2001 IEEE Porto Power Tech Proceedings (Cat. No.01EX502).

[7]  Mohamed Zribi,et al.  Adaptive decentralized load frequency control of multi-area power systems , 2005 .

[8]  J. Richalet,et al.  Model predictive heuristic control: Applications to industrial processes , 1978, Autom..

[9]  Didier Dumur,et al.  Model Predictive Control for Hybrid Systems Under a State Partition Based MLD Approach (SPMLD) , 2004, ICINCO.

[10]  Clarence W. de Silva Mechatronic Systems : Devices, Design, Control, Operation and Monitoring , 2007 .

[11]  M. O'Malley,et al.  The inertial response of induction-machine-based wind turbines , 2005, IEEE Transactions on Power Systems.

[12]  Nicholas Jenkins,et al.  Power system frequency response from fixed speed and doubly fed induction generator-based wind turbines , 2004 .

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

[14]  Y. L. Abdel-Magid,et al.  Genetic algorithms applications in load frequency control , 1995 .

[15]  Yasunori Mitani,et al.  Robust AGC: Traditional structure versus restructured scheme , 2004 .

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

[17]  Yasunori Mitani,et al.  Model predictive based load frequency control design in the presence of DFIG wind turbine , 2011, 2011 2nd International Conference on Electric Power and Energy Conversion Systems (EPECS).

[18]  Hassan Bevrani,et al.  A Robust Control Approach for Primary Frequency Regulation through Variable Speed Wind Turbines , 2010 .

[19]  Jin Bae Park,et al.  Robust load-frequency control for uncertain nonlinear power systems: A fuzzy logic approach , 2006, Inf. Sci..

[20]  Tarek Hassan Mohamed,et al.  MODEL PREDICTIVE BASED LOAD FREQUENCY CONTROL DESIGN , 2010 .

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

[22]  Youyi Wang,et al.  Robust decentralized control for multimachine power systems , 1998 .