In this work, we apply a nonlinear chaos analysis to the two phase flow in polymer electrolyte fuel cell cathode air-delivery microchannels. The fuel cell voltage signal is analyzed using techniques designed to estimate invariants typical of deterministic systems with high sensitivity to initial conditions, such as chaotic two phase flow. Voltage data are taken under varying fuel cell operating conditions, and noise in the data is reduced using a nonlinear noise reduction algorithm. The chaotic strange attractor of the system is reconstructed in phase space using time-delay embedding. Correlation sums over the strange attractor are calculated to estimate the fractal correlation dimension of the system. Estimations of the Kolmogorov entropy provide an additional measure of the complexity of the strange attractor. The values of the chaotic invariants are compared across varying degrees of cathode flooding to discern how they change with two phase flow regimes and fuel cell operating conditions. Future work will involve leveraging the chaotic understanding of two phase flow with chaos control methods to increase the power stability.
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ASME 2012 10th International Conference on Fuel Cell Science, Engineering and Technology collocated with the ASME 2012 6th International Conference on Energy Sustainability
July 23–26, 2012
San Diego, California, USA
Conference Sponsors:
- Advanced Energy Systems Division
- Solar Energy Division
ISBN:
978-0-7918-4482-3
PROCEEDINGS PAPER
Nonlinear Analysis of Two-Phase Flow in Polymer Electrolyte Fuel Cell Cathode Microchannels
Michael Burkholder,
Michael Burkholder
Carnegie Mellon University, Pittsburgh, PA
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Nicholas Siefert,
Nicholas Siefert
Carnegie Mellon University, Pittsburgh, PA
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Shawn Litster
Shawn Litster
Carnegie Mellon University, Pittsburgh, PA
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Michael Burkholder
Carnegie Mellon University, Pittsburgh, PA
Nicholas Siefert
Carnegie Mellon University, Pittsburgh, PA
Shawn Litster
Carnegie Mellon University, Pittsburgh, PA
Paper No:
FuelCell2012-91322, pp. 245-249; 5 pages
Published Online:
July 23, 2013
Citation
Burkholder, M, Siefert, N, & Litster, S. "Nonlinear Analysis of Two-Phase Flow in Polymer Electrolyte Fuel Cell Cathode Microchannels." Proceedings of the ASME 2012 10th International Conference on Fuel Cell Science, Engineering and Technology collocated with the ASME 2012 6th International Conference on Energy Sustainability. ASME 2012 10th International Conference on Fuel Cell Science, Engineering and Technology. San Diego, California, USA. July 23–26, 2012. pp. 245-249. ASME. https://doi.org/10.1115/FuelCell2012-91322
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