High temperature proton exchange membrane fuel cells: progress in advanced materials and key technologies
High temperature proton exchange membrane fuel cells (HT-PEMFCs) are one type of
promising energy device with the advantages of fast reaction kinetics (high energy …
promising energy device with the advantages of fast reaction kinetics (high energy …
Artificial neural networks: applications in chemical engineering
M Pirdashti, S Curteanu, MH Kamangar… - Reviews in Chemical …, 2013 - degruyter.com
Artificial neural networks (ANN) provide a range of powerful new techniques for solving
problems in sensor data analysis, fault detection, process identification, and control and …
problems in sensor data analysis, fault detection, process identification, and control and …
Diagnosis of polymer electrolyte fuel cells failure modes (flooding & drying out) by neural networks modeling
NY Steiner, D Hissel, P Moçotéguy… - International journal of …, 2011 - Elsevier
Fault diagnosis and durability of Polymer Electrolyte Fuel Cells (PEFCs) have been
identified among the critical issues that need to be overcome for a commercial viability of …
identified among the critical issues that need to be overcome for a commercial viability of …
Performance prediction and analysis of a PEM fuel cell operating on pure oxygen using data-driven models: A comparison of artificial neural network and support …
IS Han, CB Chung - International Journal of Hydrogen Energy, 2016 - Elsevier
Two data-driven models are presented to predict and analyze the performance of a PEM fuel
cell operating on pure oxygen that can be used as an effective power source for air …
cell operating on pure oxygen that can be used as an effective power source for air …
Three-dimensional model of a 50 cm2 high temperature PEM fuel cell. Study of the flow channel geometry influence
In this work, a three-dimensional half-cell model for a 50 cm2 high temperature
polyelectrolyte membrane fuel cell (HTPEMFC) has been implemented in a Computational …
polyelectrolyte membrane fuel cell (HTPEMFC) has been implemented in a Computational …
Convolutional neural network analysis of radiography images for rapid water quantification in PEM fuel cell
Polymer electrolyte membrane (PEM) fuel cells produce water as a byproduct, which, if not
properly managed, will cause electrode “flooding” and consequently performance loss …
properly managed, will cause electrode “flooding” and consequently performance loss …
Overview on nanostructured membrane in fuel cell applications
Fuel cells are expected to soon become a source of low-to zero-emission power generation
for applications in portable technologies and electric vehicles. Allowing development of high …
for applications in portable technologies and electric vehicles. Allowing development of high …
Long-term testing of a high-temperature proton exchange membrane fuel cell short stack operated with improved polybenzimidazole-based composite membranes
FJ Pinar, P Canizares, MA Rodrigo, D Úbeda… - Journal of Power …, 2015 - Elsevier
In this work, the feasibility of a 150 cm 2 high-temperature proton exchange membrane fuel
cell (HT-PEMFC) stack operated with modified proton exchange membranes is …
cell (HT-PEMFC) stack operated with modified proton exchange membranes is …
Neural networks applied in chemistry. I. Determination of the optimal topology of multilayer perceptron neural networks
S Curteanu, H Cartwright - Journal of Chemometrics, 2011 - Wiley Online Library
Artificial neural networks (ANNs) are comparatively straightforward to understand and use in
the analysis of scientific data. However, this relative transparency may encourage their use …
the analysis of scientific data. However, this relative transparency may encourage their use …
Polymer electrolyte fuel cell modeling-A comparison of two models with different levels of complexity
The modeling of fuel cells requires the coupling of fluid transport with electro-chemical
reactions. There are two approaches commonly used. Firstly, the electrodes can be treated …
reactions. There are two approaches commonly used. Firstly, the electrodes can be treated …