Title :
Comparison of intelligent techniques to solve economic load dispatch with bilateral and multilateral transactions
Author :
Raglend, Jacob ; Karthikeyan, P. ; Sudheera ; Sailaja ; Sowjanya ; Kothari, D.P.
Author_Institution :
Sch. of Electr. Sci., Vellore Inst. of Technol., Vellore
Abstract :
One of the most challenging operational aspects in restructured systems with open transmission access is the power management of the grid. With the trend of an increasing number of bilateral and multilateral transactions submitted to the independent system operator (ISO), the possibility of insufficient resources in the transmission system may be unavoidable. In this paper, evolutionary computation techniques such as genetic algorithm (GA), evolutionary programming (EP), particle swarm optimization (PSO), differential evolution (DE), are applied to solve the economic load dispatch problem with bilateral and multilateral transactions. Different evolutionary computation methods are applied to obtain ELD solutions for IEEE 30-bus system. The results obtained by this approaches are compared with respect to solution time, production cost and convergence criteria. The solutions obtained are quite encouraging and useful in the economic environment. The algorithm and simulation are carried using Matlab software.
Keywords :
genetic algorithms; load dispatching; IEEE 30-bus system; Matlab software; bilateral transactions; differential evolution; economic load dispatch; evolutionary computation; evolutionary programming; genetic algorithm; independent system operator; intelligent techniques; multilateral transactions; particle swarm optimization; Energy management; Environmental economics; Evolutionary computation; Genetic algorithms; Genetic programming; ISO; Particle swarm optimization; Power generation economics; Power system economics; Power system management; Bilateral; Differential Evolution; Economic Load Dispatch; Evolutionary Programming; Genetic Algorithm; Multilateral Transactions; Particle Swarm Optimization;
Conference_Titel :
TENCON 2008 - 2008 IEEE Region 10 Conference
Conference_Location :
Hyderabad
Print_ISBN :
978-1-4244-2408-5
Electronic_ISBN :
978-1-4244-2409-2
DOI :
10.1109/TENCON.2008.4766644