Title :
Transmission loss allocation using game theory based artificial neural networks
Author :
Choudhury, N. B Dev ; Goswami, S.K.
Author_Institution :
Electr. Eng. Dept., Jadavpur Univ., Kolkata, India
Abstract :
An artificial neural network for allocating the transmission losses to the participating players of a power market has been proposed. The neural network has been trained to reproduce the allocation according to Shapley value Game theoretic approach. IEEE 14 bus system has been considered as the test network. Transaction values have been simulated to generate the required data. Test results are promising enough to conclude that the neural network can be successfully used for transmission loss allocation problem.
Keywords :
game theory; losses; neural nets; power engineering computing; power markets; transmission networks; IEEE 14 bus system; artificial neural networks; game theory; power market; transmission loss allocation; transmission losses; Artificial neural networks; Closed-form solution; Computer networks; Game theory; Power engineering; Power generation; Power markets; Power systems; Propagation losses; System testing;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2009. ECTI-CON 2009. 6th International Conference on
Conference_Location :
Pattaya, Chonburi
Print_ISBN :
978-1-4244-3387-2
Electronic_ISBN :
978-1-4244-3388-9
DOI :
10.1109/ECTICON.2009.5136991