Modeling the Output Power of Direct Methanol Fuel Cells Using SVR
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The output power of Direct Methanol Fuel Cells (DMFC) is one of the most important elements which limit the performance of DMFC. In order to enhance performance of DMFC, it is necessary to have model to modeling the output power of DMFC. In this paper, a novel model base on Support Vector Regression (SVR) to modeling the output power of DMFC base on output current (I) and operating temperature (T). The test result is shown that the generalization ability of SVR model is high accuracy. This investigation suggests that SVR is quite satisfied used to developing a DMFC model and can be used for controlling, optimal designing and feasibility study of the DMFC system.
2006 ◽
Vol 72
(713)
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pp. 144-149
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Progress and Perspectives in Passive Direct Methanol Fuel Cells Operating with Concentrated Methanol
2012 ◽
Vol 7
(3)
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pp. 1-7
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2017 ◽
Vol 352
◽
pp. 165-173
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2010 ◽
Vol 205
(7)
◽
pp. 2251-2255
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