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Nonlinear observation in fuel cell systems: A comparison between disturbance estimation and High-Order Sliding-Mode techniques

Authors: Luna Pacho, Julio Alberto; Usai, Elio; Husar, Attila Peter; Serra, Maria;

Nonlinear observation in fuel cell systems: A comparison between disturbance estimation and High-Order Sliding-Mode techniques

Abstract

This paper compares two Nonlinear Distributed Parameter Observers (NDPO) for the observation of a Proton Exchange Membrane Fuel Cell (PEMFC). Both NDPOs are based on the discretisation of distributed parameters models and they are used to estimate the state profile of gas concentrations in the anode and cathode gas channels of the PEMFC, giving detailed information about the internal conditions of the system. The reaction and water transport flow rates from the membrane to the channels are uncertainties of the observation problem and they are estimated throughout all the length of the PEMFC without the use of additional sensors. The first observation approach is a Nonlinear Disturbance Observer (NDOB) for the estimation of the disturbances in the NDPO. In the second approach, a novel implementation of a High-Order Sliding-Mode (HOSM) observer is developed to estimate the true value of the states as well as the reaction terms. The proposed observers are tested and compared through a simulation example at different operating points and their performance and robustness is analysed over a given case study, the New European Driving Cycle.

This work has been partially funded by the Spanish national project MICAPEM (ref. DPI2015-69286-C3-2R), the Regione Autonoma della Sardegna projectCRP-7733 and the European project PUMA-MIND (ref. SPI-JTI-FCH 303419).

Peer Reviewed

Countries
Spain, Italy
Keywords

Distributed parameter system, Nonlinear observers, power generation control, :Informàtica::Automàtica i control [Àrees temàtiques de la UPC], observability, 621, :Modelling [Classificació INSPEC], Disturbance observer, Classificació INSPEC::Control theory, control theory, Sliding-mode, Nonlinear observer, Sliding-mode control nonlinearities, :Control theory [Classificació INSPEC], Classificació INSPEC::Modelling, Àrees temàtiques de la UPC::Informàtica::Automàtica i control, Distributed parameter system; Disturbance observer; Nonlinear observer; PEMFC; Sliding-mode; Renewable Energy, Sustainability and the Environment; Fuel Technology; Condensed Matter Physics; Energy Engineering and Power Technology, PEMFC

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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