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  Development and experimental investigation of an extended Kalman filter for a molten carbonate fuel cell system

Grötsch, M., Gundermann, M., Mangold, M., Kienle, A., & Sundmacher, K. (2006). Development and experimental investigation of an extended Kalman filter for a molten carbonate fuel cell system. Journal of Process Control, 16, 985-992. doi:10.1016/j.jprocont.2006.05.001.

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0013-9A84-E Version Permalink: http://hdl.handle.net/11858/00-001M-0000-0018-3A06-7
Genre: Journal Article

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 Creators:
Grötsch, M.1, Author              
Gundermann, Matthias2, Author              
Mangold, M.1, Author              
Kienle, A.1, 3, Author              
Sundmacher, Kai2, 3, Author              
Affiliations:
1Process Synthesis and Process Dynamics, Max Planck Institute for Dynamics of Complex Technical Systems, Max Planck Society, ou_1738153              
2Process Systems Engineering, Max Planck Institute for Dynamics of Complex Technical Systems, Max Planck Society, ou_1738151              
3Otto-von-Guericke-Universität Magdeburg, External Organizations, ou_1738156              

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Free keywords: Molten carbonate fuel cell; State estimation; Kalman filter
 Abstract: Industrial fuel cell stacks only provide very limited measurement information. To overcome this deficit, a state estimator for a molten carbonate fuel cell system is developed in this contribution. The starting point of the work is a rigorous spatially distributed model of the system. From this model, a reduced model is derived by using a Galerkin method and the Karhunen Loève decomposition technique. An extended Kalman filter with a continuous time simulator part and a discrete time corrector part is designed on the basis of the reduced model. The filter is tested in simulations and experimentally.

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Language(s): eng - English
 Dates: 2006
 Publication Status: Published in print
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Method: -
 Identifiers: eDoc: 238088
Other: 19/06
DOI: 10.1016/j.jprocont.2006.05.001
 Degree: -

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Title: Journal of Process Control
Source Genre: Journal
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Publ. Info: Guildford, Surrey, UK : Elsevier
Pages: - Volume / Issue: 16 Sequence Number: - Start / End Page: 985 - 992 Identifier: ISSN: 0959-1524
CoNE: /journals/resource/954925577057