Title :
Application of Genetic Algorithms in Colombian Interconnected Power System Operative Planning
Author :
V, Jaime A Valencia ; Villa, Walter M. ; Velilla, Esteban ; A, Giovanni Marín ; Gutiérrez, José I. ; Montoya, Mónica M.
Author_Institution :
Group of Efficient Energy Manage. GIMEL, Univ. of Antioquia, Medellin, Colombia
Abstract :
Each interconnected electric system has to define its operating mode and how expansion and operation planning are made. This paper presents the first phase of the work of implementing a tool with application to Colombian power system operative planning. The tool uses genetic algorithms to optimize the cost functions that arise in which the elements of the system are the variables that can be operated to reduce losses and fulfill the operation restrictions. Tests results with IEEE systems and two fitness functions proposed by the authors are presented in this work; from those results is estimated the computing time needed to evaluate the Colombian system.
Keywords :
genetic algorithms; power system interconnection; power system planning; genetic algorithms; interconnected power system operative planning; Cost function; Genetic algorithms; Power system dynamics; Power system interconnection; Power system planning; Power system reliability; Power system stability; Stability criteria; Stationary state; Voltage; Fitness function; Genetic algorithm; Operative electrical planning; power systems;
Conference_Titel :
Intelligent System Applications to Power Systems, 2009. ISAP '09. 15th International Conference on
Conference_Location :
Curitiba
Print_ISBN :
978-1-4244-5097-8
DOI :
10.1109/ISAP.2009.5352897