Modeling methods for electric loads in a real power grid

The electrical load has significant impact on the operation of power system. In the past decades, the component based method and the measurement based method were developed to build the load models. However, with the features of the randomness, variation and high order non-linearity, it is difficult to test the accuracy of the built load models. A load modeling method verification strategy is proposed in this paper. The component based load modeling method is performed based on the investigation of the electrical load composition to aggregated the parameters of the load model, while, the measurement based load modeling method uses dynamic measurement to estimate the parameters of the load model. They build the load model via different ways. In this condition, if the parameters obtained by different methods are similar, the effectiveness of the load modeling methods can be verified. These two load modeling methods are carried out in China North West power grid. The results demonstrate that the parameters of the load model obtained by different methods are close with each other. Hence, the component based method and the measurement based method are both effective in the modeling for the real electrical load.

[1]  Ping Ju,et al.  Parameter estimation and comparison of the load models with considering distribution network directly or indirectly , 2010 .

[2]  Xiao-Ping Zhang,et al.  Composite load models based on field measurements and their applications in dynamic analysis , 2007 .

[3]  Qian Ai,et al.  Research on dynamic load modelling based on power quality monitoring system , 2013 .

[4]  Ping Ju,et al.  Nonlinear dynamic load modelling: model and parameter estimation , 1996 .

[5]  F. Nozari,et al.  Load modeling for power flow and transient stability computer studies , 1988 .

[6]  Wen-Shiow Kao,et al.  Dynamic load modeling in Taipower system stability studies , 1995 .

[7]  Ying Liu,et al.  A Synthesis Load Model with Distribution Network , 2013 .

[8]  M. Sedighizadeh,et al.  Load Modeling for Power Flow and Transient Stability Computer Studies at BAKHTAR Network , 2007 .

[9]  Jürgen Kurths,et al.  Modeling and identification of nonlinear systems , 2004 .

[10]  Jianhui Wang,et al.  Time-Varying Stochastic Assessment of Conservation Voltage Reduction Based on Load Modeling , 2014, IEEE Transactions on Power Systems.

[11]  A. Morelato,et al.  Improving dynamic aggregation of induction motor models , 1994 .

[12]  Tang Yong A Synthesis Load Model with Distribution Network , 2007 .

[13]  Delberis Lima,et al.  Measurement-based load modeling using transfer functions for dynamic simulations , 2014, 2014 IEEE PES T&D Conference and Exposition.

[14]  Feng Wu,et al.  Load modeling for wide area power system , 2011 .

[15]  C. W. Taylor,et al.  Load representation for dynamic performance analysis , 1993 .

[16]  Tang Yong Equivalent Model for Induction-motor Load Connected to High Voltage Bus , 2006 .