Publication
A virtual sensor for a cell voltage prediction of a Proton-Exchange Membranes based on intelligent techniques
Conference Article
Conference
International Conference on Smart Sustainable Cities and Territories (SSCt)
Edition
2021
Pages
240--248
Doc link
https://doi.org/10.1007/978-3-030-78901-5_21
File
Authors
-
Jove, Esteban
-
Lozano Fantoba, Antonio
-
Pérez Manso, Ángel
-
Barreras Toledo, Félix
-
Costa Castelló, Ramon
-
Calvo-Rolle, José Luis
Abstract
The use of Proton-Exchange Membranes Fuel Cells is presented as a key alternative to face the increasing and concerning problems related to global warming. The international expansion of green policies, has resulted in the need of ensuring their quality and reliability performance. Although fuel cells can get to play a signicant role, this technology is still under development, paying special attention to the problems related to gas starvation and degradation. In this context, the present work deals with the virtual sensor implementation of one of the voltage cells present in a stack, whose operation is subjected to several degradation cycles. The proposal predicts indirectly the voltage of one cell from the current state of the rest of the cells by means of an intelligent model.
Categories
pattern clustering.
Author keywords
Fuel Cell, Virtual Sensor, Intelligent modelling, MLP
Scientific reference
E. Jove, A. Lozano, A. Pérez, F. Barreras, R. Costa and J.L. Calvo-Rolle. A virtual sensor for a cell voltage prediction of a Proton-Exchange Membranes based on intelligent techniques, 2021 International Conference on Smart Sustainable Cities and Territories, 2021, Doha, Qatar, pp. 240--248, Springer.
Follow us!