Robustness Analysis of Dynamic Equivalent Model of DFIG Wind Farm for Stability Study

With the wind power energy largely interconnected with power grid, it is necessary to develop a robust dynamic equivalent model of the wind farm for the system stability analysis and control. In this paper, a detailed wind farm model with doubly fed induction generators is established according to Western Electricity Coordinating Council benchmark test system. Then, the parameters identification process based on aggregation technique consisting of a hybrid algorithm combined improved-particle swarm optimization with improved-genetic algorithm is proposed for dynamic equivalent model development by using the measurement data from phasor measurement unit at the point of interconnection. Additionally, the robustness of the developed equivalent model is analyzed. The simulation results of the benchmark test system and IEEE-9 bus system demonstrate the effectiveness and robustness of the proposed equivalent modeling and identification methodology.

[1]  Wei-Jen Lee,et al.  Robustness analysis of dynamic equivalent model of DFIG wind farm for stability study , 2018, 2018 IEEE/IAS 54th Industrial and Commercial Power Systems Technical Conference (I&CPS).

[2]  J. Sanchez-Gasca,et al.  Simplified wind turbine generator aerodynamic models for transient stability studies , 2006, 2006 IEEE PES Power Systems Conference and Exposition.

[3]  Mohamed A. El-Sharkawi,et al.  Dynamic Equivalent Model of Wind Power Plant Using an Aggregation Technique , 2015, IEEE Transactions on Energy Conversion.

[4]  N.W. Miller,et al.  Dynamic modeling of GE 1.5 and 3.6 MW wind turbine-generators for stability simulations , 2003, 2003 IEEE Power Engineering Society General Meeting (IEEE Cat. No.03CH37491).

[5]  Mohamed A. El-Sharkawi,et al.  Dynamic Equivalent Model of Wind Power Plant Using Parameter Identification , 2016, IEEE Transactions on Energy Conversion.

[6]  Yan Yan,et al.  A Fuzzy Clustering Algorithm-Based Dynamic Equivalent Modeling Method for Wind Farm With DFIG , 2015, IEEE Transactions on Energy Conversion.

[7]  Mohit Singh,et al.  Wind Power Plant Model Validation Using Synchrophasor Measurements at the Point of Interconnection , 2015, IEEE Transactions on Sustainable Energy.

[8]  R.J. Koessler,et al.  Analysis of Oscillations with Eigenanalysis and Prony Techniques , 2007, 2007 IEEE Power Engineering Society General Meeting.

[9]  Robin Podmore Coherency in Power Systems , 2013 .

[10]  Kevin J. Dyke,et al.  The Adequacy of the Present Practice in Dynamic Aggregated Modeling of Wind Farm Systems , 2017, IEEE Transactions on Sustainable Energy.

[11]  Jiang Zhu,et al.  A Hybrid Optimization Algorithm and Its Application for Conformal Array Pattern Synthesis , 2010, IEEE Transactions on Antennas and Propagation.

[12]  Richard Gagnon,et al.  Validation of Single- and Multiple-Machine Equivalents for Modeling Wind Power Plants , 2011, IEEE Transactions on Energy Conversion.

[13]  Wei Yan,et al.  Pilot-Bus-Centered Automatic Voltage Control With High Penetration Level of Wind Generation , 2016 .

[14]  Yinfeng WANG,et al.  Comprehensive modeling and parameter identification of wind farms based on wide-area measurement systems , 2016 .

[15]  Chen-Ching Liu,et al.  Parameter Identification With PMUs for Instability Detection in Power Systems With HVDC Integrated Offshore Wind Energy , 2014, IEEE Transactions on Power Systems.

[16]  Yunzhi Cheng,et al.  Dynamic Equivalent Model Development to Improve the Operation Efficiency of Wind Farm , 2016, IEEE Transactions on Industry Applications.

[17]  Yi Zhang,et al.  Cooperative Control of SFCL and Reactive Power for Improving the Transient Voltage Stability of Grid-Connected Wind Farm With DFIGs , 2016, IEEE Transactions on Applied Superconductivity.

[18]  Kianoush Emami,et al.  Dynamic State Estimation Based Control Strategy for DFIG Wind Turbine Connected to Complex Power Systems , 2017, IEEE Transactions on Power Systems.

[19]  Janaka Ekanayake,et al.  Dynamic modeling of doubly fed induction generator wind turbines , 2003 .

[20]  E. Muljadi,et al.  Equivalencing the collector system of a large wind power plant , 2006, 2006 IEEE Power Engineering Society General Meeting.