[HTML][HTML] Overcoming a recent impasse in the application of artificial neural networks as solid oxide fuel cells simulator with computational topology

G Brus - Energy and AI, 2023 - Elsevier
In recent years, the solid oxide fuel cell (SOFC) scientific community has invested
continuous efforts to employ artificial intelligence methods to design and develop new …

[HTML][HTML] A review of image processing and quantification analysis for solid oxide fuel cell

KS Tan, CK Lam, WC Tan, HS Ooi, ZH Lim - Energy and AI, 2024 - Elsevier
The purpose of this study is to investigate the approaches applied to analyze solid oxide fuel
cell (SOFC) microstructural properties. Both manual and automated image processing …

[HTML][HTML] Unveil carbon dioxide recycling potential throughout distributor-type membrane reactor

Y Sato, M Moździerz, K Berent, G Brus… - Journal of CO2 …, 2024 - Elsevier
With the cost of green hydrogen production decreasing year by year, methanation, a carbon
dioxide hydrogenation reaction, is becoming a more critical technology for the realization of …

Integration of classical mathematical modeling with an artificial neural network for the problems with limited dataset

S Buchaniec, M Gnatowski, G Brus - Energies, 2021 - mdpi.com
One of the most common problems in science is to investigate a function describing a
system. When the estimate is made based on a classical mathematical model (white-box) …

Segmentation and Classification of Zn-Al-Mg-Sn SEM BSE Microstructure

D Kuchar, P Gogola, Z Gabalcova, A Nemethova… - Applied Sciences, 2023 - mdpi.com
The microstructure of materials is shaped not only by their chemical composition, but also by
the thermomechanical processes used during the processing of a specific piece. The correct …

Application of surrogate optimization routine with clustering technique for optimal design of an induction motor

A Balasubramanian, F Martin, MM Billah… - Energies, 2021 - mdpi.com
This paper proposes a new surrogate optimization routine for optimal design of a direct on
line (DOL) squirrel cage induction motor. The geometry of the motor is optimized to …

Computer Vision for Nondestructive Quality Control of Superconducting Materials in Medical Practice

O Hrybiuk, O Mintser, PTN Anh - AI and IoT-Based Technologies for …, 2023 - igi-global.com
In the course of the experimental research, a universal COMSRL program for processing
optical source images, including the possibility of streaming data analysis, has been …

[PDF][PDF] Obrazová segmentácia a klasifikácia fázového zastúpenia a morfológie mikroštruktúry ZnAlMgSn zliatin

D Kuchár - mtf.stuba.sk
Materiály, ktoré sú používané v priemysle, sa vyznačujú rozmanitými vlastnosťami.
Elektrónová mikroskopia predstavuje jednu z foriem, ako možno tieto vlastnosti skúmať …