Title :
Comparative study of partitioning methods used for secondary voltage control in distributed power networks
Author :
Daher, Nivine Abou ; Mougharbel, I. ; Saad, Maarouf ; Kanaan, Hadi Y.
Author_Institution :
Dept. of Electr. Eng., Lebanese Univ., Hadath, Lebanon
Abstract :
This paper presents a classification for partitioning algorithms used in secondary voltage control of distribution power networks. Also it presents a comparative study on fifteen different algorithms based on structure dependence, initial conditions, input data types, zones isolation, repeatability, generators distribution, computation effort and fitness score. This wide comparative study has shown that Self Organizing Map algorithm is the closest to the ideal case.
Keywords :
pattern classification; power distribution control; voltage control; distributed power networks; fitness score; generator distribution; input data types; partitioning methods; secondary voltage control; self-organizing map algorithm; zone isolation; Classification algorithms; Clustering algorithms; Generators; Indexes; Partitioning algorithms; Simulated annealing; Voltage control; Power Distribution Networks; Power Network Stability; Secondary Voltage Control;
Conference_Titel :
Smart Energy Grid Engineering (SEGE), 2013 IEEE International Conference on
Conference_Location :
Oshawa, ON
Print_ISBN :
978-1-4799-2774-6
DOI :
10.1109/SEGE.2013.6707897
