Title :
Level of dispersion in dispersed particle filter
Author :
Piotr Kozierski;Marcin Lis;Dariusz Horla
Author_Institution :
Faculty of Electrical Engineering, Institute of Control and Information Engineering, Poznan University of Technology, Piotrowo street 3a, 60-965 Poznan
Abstract :
In the paper an impact of the calculations dispersion level in a power system on the estimation quality has been presented. The dispersion level has been changed from the smallest (calculations for the whole system) to the largest (individual calculations in each node of the system). The obtained results have been compared with the estimation quality of dispersed case of extended Kalman filter. Based on the performed simulation it has been concluded that the dispersion has positive influence on the estimation quality of dispersed particle filter method, but only to a certain level, i.e. in case of power system division into very small parts, unsatisfactory results have been obtained.
Keywords :
"Power systems","Particle filters","State estimation","Dispersion","Atmospheric measurements","Particle measurements"
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2015 20th International Conference on
DOI :
10.1109/MMAR.2015.7283912