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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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 |
_version_ |
1725826806075883520 |