Machine Learning-Aided Inverse Design and Discovery of Novel Polymeric Materials for Membrane Separation
Polymeric membranes have been widely used for liquid and gas separation in various
industrial applications over the past few decades because of their exceptional versatility and …
industrial applications over the past few decades because of their exceptional versatility and …
Enhanced performance prediction for proton exchange membrane fuel cells: A comprehensive study with different load profiles
In this study, the Online System Identification (OSI) method is applied to Proton Exchange
Membrane Fuel Cells (PEMFC) using a publicly available experimental dataset. The dataset …
Membrane Fuel Cells (PEMFC) using a publicly available experimental dataset. The dataset …
Fuel cell current degradation law and IV performance prediction
The lifespan assessment of fuel cells is often too time-consuming for widespread
implementation. Consequently, a reliable method for predicting their lifetime is essential to …
implementation. Consequently, a reliable method for predicting their lifetime is essential to …
An embedding layer-based quantum long short-term memory model with transfer learning for proton exchange membrane fuel stack remaining useful life prediction
The battery management system (BMS) plays a critical role in electric vehicles (EVs), with
the prediction of remaining useful life (RUL) being of utmost importance. This functionality …
the prediction of remaining useful life (RUL) being of utmost importance. This functionality …
[HTML][HTML] Optimizing microbial fuel cells with multiple-objectives PSO and type-2 fuzzy neural networks
A microbial fuel cell is a novel method for simultaneous wastewater treatment and electricity
production using microorganisms as biocatalysts. This study aims to develop an efficient …
production using microorganisms as biocatalysts. This study aims to develop an efficient …
Short and long-term prognostics of the remaining useful life of a proton exchange membrane fuel cell using deep learning and transformer model
Mİ Gürsoy - International Journal of Hydrogen Energy, 2025 - Elsevier
Proton exchange membrane fuel cell (PEMFC) is currently used in the fields of energy
conversion technologies. It is important to estimate the Remaining Useful Life (RUL) of …
conversion technologies. It is important to estimate the Remaining Useful Life (RUL) of …