Please use this identifier to cite or link to this item:
https://doi.org/10.1109/TIE.2009.2026768
DC Field | Value | |
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dc.title | Modeling of a PEM fuel-cell stack for dynamic and steady-state operation using ANN-based submodels | |
dc.contributor.author | Kong, X. | |
dc.contributor.author | Khambadkone, A.M. | |
dc.date.accessioned | 2014-06-17T02:57:14Z | |
dc.date.available | 2014-06-17T02:57:14Z | |
dc.date.issued | 2009-12 | |
dc.identifier.citation | Kong, X., Khambadkone, A.M. (2009-12). Modeling of a PEM fuel-cell stack for dynamic and steady-state operation using ANN-based submodels. IEEE Transactions on Industrial Electronics 56 (12) : 4903-4914. ScholarBank@NUS Repository. https://doi.org/10.1109/TIE.2009.2026768 | |
dc.identifier.issn | 02780046 | |
dc.identifier.uri | http://scholarbank.nus.edu.sg/handle/10635/56670 | |
dc.description.abstract | A simple and accurate fuel-cell model is required for fuel-cell-based power-electronic applications. An artificial neural network (ANN) model is developed in this paper to model some nonlinear structures within the hybrid model of a protonexchange- membrane fuel-cell stack. It improves accuracy and allows the model to adapt itself to operating conditions. Moreover, the temperature effect on the fuel-cell stack is represented as the current effect by using ANN to help estimate the relationship between current and temperature. The real-time implementation of the proposed ANN model is realized via a dSPACE system. Experimental results are provided to verify the validity of the proposed model. © 2009 IEEE. | |
dc.description.uri | http://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1109/TIE.2009.2026768 | |
dc.source | Scopus | |
dc.subject | Artificial neural network (ANN) | |
dc.subject | Fuel-cell model | |
dc.subject | Proton exchange membrane (PEM) | |
dc.subject | Real time. | |
dc.type | Article | |
dc.contributor.department | ELECTRICAL & COMPUTER ENGINEERING | |
dc.description.doi | 10.1109/TIE.2009.2026768 | |
dc.description.sourcetitle | IEEE Transactions on Industrial Electronics | |
dc.description.volume | 56 | |
dc.description.issue | 12 | |
dc.description.page | 4903-4914 | |
dc.description.coden | ITIED | |
dc.identifier.isiut | 000271595700019 | |
Appears in Collections: | Staff Publications |
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