Title :
A genetic based technique for the determination of power system topological observability
Author :
Vázquez-Rodríguez, S. ; Duro, R.J.
Author_Institution :
Grupo de Sistemas Autonomos, Univ. da Coruna
Abstract :
We have addressed the problem of observability of power systems from the point of view of topological observability and using genetic algorithms for its determination. The objective is to find a way to determine if a system is observable by establishing if a spanning tree of the system that verifies certain properties with regards to the use of available measurements can be obtained. To this end we have developed a genotype-phenotype transformation scheme for genetic algorithms that permits using very simple genetic operators over integer based chromosomes which after a building process can become very complex trees. The procedure was successfully applied to standard benchmark systems and we present some results for one of them
Keywords :
distribution networks; genetic algorithms; observability; power system measurement; transmission networks; benchmark system; genetic algorithm; genotype-phenotype transformation scheme; manufacturing plant control; power system topological observability; spanning tree; Encoding; Genetics; Jacobian matrices; Observability; Power measurement; Power system measurements; Power systems; Q measurement; Tree graphs; Voltage;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2003. Proceedings of the Second IEEE International Workshop on
Conference_Location :
Lviv
Print_ISBN :
0-7803-8138-6
DOI :
10.1109/IDAACS.2003.1249514