Title :
Transmission Network Planning Using Genetic Algorithm
Author :
Wickramarathna, M.T.A.P. ; Wickramaarachchi, Nalin
Author_Institution :
Ceylon Electr. Board, Colombo
Abstract :
This paper describes the application of genetic algorithm (GA) to deal the transmission planning (TNP) problem to obtain the minimum cost solution while meeting the other constraints such as thermal, reliability criteria. The non-convexity that has been observed in the TNP cannot be solved effectively by conventional mathematical methods. GA has the ability to find the global optimal point in such a non-convex function. As there are no fractional transmission lines, TNP becomes a very complex mixed integer non-linear programming problem. GA can be used to select the optimal new transmission lines network with the least investment cost, while meeting the total load demands without any load curtailment
Keywords :
genetic algorithms; power transmission planning; genetic algorithm; transmission network planning; Costs; Genetic algorithms; Investments; Load flow; Meeting planning; Nonlinear equations; Power system planning; Power system reliability; Power transmission lines; Voltage; Genetic Algorithm; Transmission Network Planning; minimum cost;
Conference_Titel :
TENCON 2006. 2006 IEEE Region 10 Conference
Conference_Location :
Hong Kong
Print_ISBN :
1-4244-0548-3
Electronic_ISBN :
1-4244-0549-1
DOI :
10.1109/TENCON.2006.343846