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Fuel Cell Voltage Control for Load Variations Using Neural Networks | ||
journal of Artificial Intelligence in Electrical Engineering | ||
مقاله 4، دوره 3، شماره 10، آذر 2014، صفحه 20-23 اصل مقاله (362.62 K) | ||
نویسندگان | ||
Zolekh Teadadi؛ Hassan Changiziyan | ||
چکیده | ||
In the near future the use of distributed generation systems will play a big role in the production of electrical energy. One of the most common types of DG technologies , fuel cells , which can be connected to the national grid by power electronic converters or work alone Studies the dynamic behavior and stability of the power grid is of crucial importance. These studies need to know the exact model of dynamic elements. In this paper, a new method based on a neural network algorithm for controlling the fuel cell voltage is provided. The effects of load change the output voltage characteristic of the fuel cell unit is checked Simulations in MATLAB / SIMULINK. The results show that the prosecution is conducted in an appropriate manner Voltage Stabilization time. | ||
کلیدواژهها | ||
fuel cell؛ Dynamic Behavior؛ Neural Networks؛ Hydrogen؛ Neural network controller | ||
مراجع | ||
[1]M.R. Ashraf Khorasani, M.Zamani, S. Asghari, B.fageh emani, Winter 1388, "Design 5 kW fuel cell system," Journal of Energy [2]M. Samavati, et al, 1388," report on the conceptual design of the project design and fuel cell CHP systems 5 KW", fuel cell groups, Research Center of Engineering Esfahan [3]N.Frkhzadarshad,S.A.Purmusavy,."Simulatio n and modeling of dynamic fuel cell systems for distributed generation applications", the sixth conference on energy, F-PRE-272-98 [4] C. Tabatabai, 1385 "fuel cell technology and its application in the car", Futures Conference, technology eyes expansion [5]H. Dilafruz, 1385, "Estimation of sediment Intelligent Artificial Neural Networks", Thesis, Faculty of Engineering, University of Tabriz [6]J.Arkart,M. Ghazanfari,1383, "Neural Networks (functional principle)" University of Science and Technology Iran [7] V.R, V.Paul,"Neural Network Based Control for PEM Fuel Cells"IOSR Journal of Electronics & Communication Engineering (IOSR-JECE) ISSN (e): 2278-1684 ISSN (P):2320-334x, pp47-52 [8]M.Hatti,M.Tioursi,"Dynamic Neural Network Controller Model of PEM Fuel Cell System", International Journal of Hydrogen Energy, 34(2009)5015-5021 | ||
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