Hierarchical Control of an Integrated Fuel Processing and Fuel Cell System

An advanced model-based control method for the integrated fuel processing and a fuel cell system consisting of ethanol reforming, hydrogen purification, and a proton exchange membrane fuel cell is presented. For process identification, a physical model of the process chain was constructed. Subsequen...

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Main Authors: Markku Ohenoja, Mika Ruusunen, Kauko Leiviskä
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Materials
Subjects:
Online Access:http://www.mdpi.com/1996-1944/12/1/21
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spelling doaj-034c6f1e6a144c14b963e9f0c128f52d2020-11-24T22:05:12ZengMDPI AGMaterials1996-19442018-12-011212110.3390/ma12010021ma12010021Hierarchical Control of an Integrated Fuel Processing and Fuel Cell SystemMarkku Ohenoja0Mika Ruusunen1Kauko Leiviskä2Control Engineering, University of Oulu, P.O. Box 4300, FI-90014 Oulu, FinlandControl Engineering, University of Oulu, P.O. Box 4300, FI-90014 Oulu, FinlandControl Engineering, University of Oulu, P.O. Box 4300, FI-90014 Oulu, FinlandAn advanced model-based control method for the integrated fuel processing and a fuel cell system consisting of ethanol reforming, hydrogen purification, and a proton exchange membrane fuel cell is presented. For process identification, a physical model of the process chain was constructed. Subsequently, the simulated process was approximated with data-driven control models. Based on these control models, a hierarchical control framework consisting of model predictive controller and a global optimization algorithm was introduced. The performance of the new control method was evaluated with simulations. Results indicate that the new optimization concept enables resource efficient and fast control of the studied energy conversion process. Fast and efficient fuel cell process could then provide sustainable power source for autonomous and mobile applications in the future.http://www.mdpi.com/1996-1944/12/1/21advanced controlmodel-based controldifferential evolutionsteam reforminghydrogen purificationproton exchange membrane
collection DOAJ
language English
format Article
sources DOAJ
author Markku Ohenoja
Mika Ruusunen
Kauko Leiviskä
spellingShingle Markku Ohenoja
Mika Ruusunen
Kauko Leiviskä
Hierarchical Control of an Integrated Fuel Processing and Fuel Cell System
Materials
advanced control
model-based control
differential evolution
steam reforming
hydrogen purification
proton exchange membrane
author_facet Markku Ohenoja
Mika Ruusunen
Kauko Leiviskä
author_sort Markku Ohenoja
title Hierarchical Control of an Integrated Fuel Processing and Fuel Cell System
title_short Hierarchical Control of an Integrated Fuel Processing and Fuel Cell System
title_full Hierarchical Control of an Integrated Fuel Processing and Fuel Cell System
title_fullStr Hierarchical Control of an Integrated Fuel Processing and Fuel Cell System
title_full_unstemmed Hierarchical Control of an Integrated Fuel Processing and Fuel Cell System
title_sort hierarchical control of an integrated fuel processing and fuel cell system
publisher MDPI AG
series Materials
issn 1996-1944
publishDate 2018-12-01
description An advanced model-based control method for the integrated fuel processing and a fuel cell system consisting of ethanol reforming, hydrogen purification, and a proton exchange membrane fuel cell is presented. For process identification, a physical model of the process chain was constructed. Subsequently, the simulated process was approximated with data-driven control models. Based on these control models, a hierarchical control framework consisting of model predictive controller and a global optimization algorithm was introduced. The performance of the new control method was evaluated with simulations. Results indicate that the new optimization concept enables resource efficient and fast control of the studied energy conversion process. Fast and efficient fuel cell process could then provide sustainable power source for autonomous and mobile applications in the future.
topic advanced control
model-based control
differential evolution
steam reforming
hydrogen purification
proton exchange membrane
url http://www.mdpi.com/1996-1944/12/1/21
work_keys_str_mv AT markkuohenoja hierarchicalcontrolofanintegratedfuelprocessingandfuelcellsystem
AT mikaruusunen hierarchicalcontrolofanintegratedfuelprocessingandfuelcellsystem
AT kaukoleiviska hierarchicalcontrolofanintegratedfuelprocessingandfuelcellsystem
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