DocumentCode
227013
Title
Optimal fuzzy logic based coordination controller for improved transient stability of a smart grid
Author
Venayagamoorthy, Ganesh K. ; Chakravarty, Priyam
Author_Institution
Real-Time Power & Intell. Syst. Lab., Clemson Univ., Clemson, SC, USA
fYear
2014
fDate
6-11 July 2014
Firstpage
346
Lastpage
353
Abstract
While smart grid disturbances are inevitable, their effects can be minimized through intelligent power management and control. SmartParks (large numbers of electric vehicles capable of performing bidirectional power transactions) or energy storage systems can be used to improve the transient stability of a smart grid with wind farms when faults are experienced. In this paper, the speed oscillations in conventional generators are minimized by optimizing a fuzzy logic controller performing coordinated control between SmartParks and a wind farm. A novel heuristic search based algorithm, mean variance optimization, is applied for the optimization tasks. The results demonstrate the improvement in the overall transient stability of the system operating under disturbances at different locations in the system.
Keywords
fuzzy control; intelligent control; optimisation; oscillations; power system control; power system stability; search problems; smart power grids; wind power plants; SmartParks; conventional generators; energy storage systems; heuristic search based algorithm; improved transient stability; intelligent power control; intelligent power management; mean variance optimization; optimal fuzzy logic based coordination controller; smart grid disturbances; speed oscillations; wind farm; Fuzzy logic; Generators; Niobium; Optimization; Wind farms; Wind power generation; Wind speed;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4799-2073-0
Type
conf
DOI
10.1109/FUZZ-IEEE.2014.6891824
Filename
6891824
Link To Document