Title :
The investigation of environmental/economic dispatch by using Hopfield NN
Author :
Zeynelgil, H.L. ; Sengor, N.S. ; Demiroren, A.
Author_Institution :
Electr. Eng. Dept., Istanbul Tech. Univ., Turkey
Abstract :
This work presents an investigation of environmental and economic dispatch problem considering a power plant composed of six generators with transmission losses using Hopfield neural network (HNN). The HNN method was evaluated and applied as economic dispatch problem with transmission capacity constraints in literature. In this study, a similar investigation for environmental emission (NOx) and economic dispatch is considered and simulated using HNN.
Keywords :
Hopfield neural nets; air pollution control; electric generators; environmental factors; nitrogen compounds; optimisation; power generation dispatch; power transmission economics; Hopfield neural network; NO; environmental emission; environmental/economic dispatch; generators; multiobjective optimisation; power plant; transmission losses; Cost function; Environmental economics; Environmentally friendly manufacturing techniques; Fuel economy; Industrial pollution; Neural networks; Power generation; Power generation economics; Power system economics; Power system protection;
Conference_Titel :
Power Tech Conference Proceedings, 2003 IEEE Bologna
Print_ISBN :
0-7803-7967-5
DOI :
10.1109/PTC.2003.1304669