Graphical analysis of load pattern in Polish Power System using PCA and Kohonen map

作者：Siwek Krzysztof^*

来源：Przeglad Elektrotechniczny, 2010, 86(1): 118-120.

• Kohonen map
• SOM
• electrical load forecasting
• multidimensional decompositions

This work presents the graphical analysis of the load patterns of the Polish Power System by using two kinds of multidimensional decompositions - statistical PCA and the neural Kohonen map. Presented results of analysis can be directly used to the construction of the prediction model of the electroenergetic load in both short and long time perspectives.

• 出版日期2010