Title :
Multi-objective generation dispatch using Particle Swarm Optimisation
Author :
Rani, C. ; Kumar, M. Rajesh ; Pavan, K.
Author_Institution :
Sch. of Electr. Sci., Vellore Inst. of Technol.-Deemed Univ., Vellore
Abstract :
The advancement in power systems has led to the development of generation dispatch (GD) that is difficult to solve by classical optimisation method. The proposed paper work is to evolve simple and effective method for optimum generation dispatch to minimise the fuel cost, environmental cost and security requirement of power networks. The approach is based on the bi-criterion global optimisation and particle swarm optimisation (PSO) technique. The proposed technique is tested on 3-area interconnected and longitudinal system. The effectiveness of the proposed optimisation is verified in simulation studies using MATLAB software. The PSO based approach has been extended to evaluate the trade-off curve between the fuel cost of power production and the environmental cost according to the bi-criterion objective function.
Keywords :
distribution networks; mathematics computing; particle swarm optimisation; power systems; 3-area interconnected system; MATLAB software; bi-criterion global optimisation; environmental cost; fuel cost; multiobjective generation dispatch; optimum generation dispatch; particle swarm optimisation; power networks; power production; power systems; security requirement; Cost function; Fuels; MATLAB; Optimization methods; Particle swarm optimization; Power generation; Power system interconnection; Power system security; Production; System testing; bi-criterion constant; generation dispatch; multi-objective global optimisation; particle swarm optimisation;
Conference_Titel :
Power Electronics, 2006. IICPE 2006. India International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4244-3450-3
Electronic_ISBN :
978-1-4244-3451-0
DOI :
10.1109/IICPE.2006.4685410