DocumentCode
3663776
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
fYear
2015
Firstpage
418
Lastpage
423
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"
Publisher
ieee
Conference_Titel
Methods and Models in Automation and Robotics (MMAR), 2015 20th International Conference on
Type
conf
DOI
10.1109/MMAR.2015.7283912
Filename
7283912
Link To Document