Methanol tolerable ultrathin proton exchange membrane fabricated via in-situ ionic self-crosslinking strategy for high-performance DMFCs DOI
Yi Luo, Jie Wang, Fuqiang Hu

et al.

Journal of Membrane Science, Journal Year: 2024, Volume and Issue: unknown, P. 123510 - 123510

Published: Nov. 1, 2024

Language: Английский

Advancement of PVDF and its copolymer-based proton exchange membranes for direct methanol fuel cells: A review DOI
Muhammad Rehman Asghar, Kumar Divya, Huaneng Su

et al.

European Polymer Journal, Journal Year: 2024, Volume and Issue: 213, P. 113110 - 113110

Published: May 11, 2024

Language: Английский

Citations

8
A review of additional modifications of additives through hydrophilic functional groups for the application of proton exchange membranes in fuel cells DOI
Muhammad Rehman Asghar, Weiqi Zhang, Huaneng Su

et al.

Journal of Power Sources, Journal Year: 2024, Volume and Issue: 622, P. 235353 - 235353

Published: Sept. 3, 2024

Language: Английский

Citations

8
Applications of Long Short-Term Memory (LSTM) Networks in Polymeric Sciences: A Review DOI Open Access
Ivan Malashin, В С Тынченко, Andrei Gantimurov

et al.

Polymers, Journal Year: 2024, Volume and Issue: 16(18), P. 2607 - 2607

Published: Sept. 14, 2024

This review explores the application of Long Short-Term Memory (LSTM) networks, a specialized type recurrent neural network (RNN), in field polymeric sciences. LSTM networks have shown notable effectiveness modeling sequential data and predicting time-series outcomes, which are essential for understanding complex molecular structures dynamic processes polymers. delves into use models polymer properties, monitoring polymerization processes, evaluating degradation mechanical performance Additionally, it addresses challenges related to availability interpretability. Through various case studies comparative analyses, demonstrates different science applications. Future directions also discussed, with an emphasis on real-time applications need interdisciplinary collaboration. The goal this is connect advanced machine learning (ML) techniques science, thereby promoting innovation improving predictive capabilities field.

Language: Английский

Citations

7
Degradation Mechanisms, Long-Term durability Challenges, and mitigation methods for proton exchange membranes and membrane electrode assemblies with Pt/C electrocatalysts in Low-Temperature and High-Temperature fuel Cells: A comprehensive review DOI
Md Shahjahan Kabir Chowdury, Yeji Park, Sung Bum Park

et al.

Journal of Electroanalytical Chemistry, Journal Year: 2024, Volume and Issue: unknown, P. 118712 - 118712

Published: Oct. 1, 2024

Language: Английский

Citations

5
Sustainable Conversion of PET Waste Bottle into Proton Exchange Membranes for Fuel Cells DOI Creative Commons
Varun Donnakatte Neelalochana, Ines Mancini,

Nicholas Loi

et al.

ACS Applied Energy Materials, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 20, 2025

Language: Английский

Citations

0
Regulation of the Properties of Nafion and PVDF Nanofibrous Membranes by Designing Fiber Structures DOI Open Access
Shufeng Li,

Xinyao Cheng,

Ru Luo

et al.

Journal of Polymer Science, Journal Year: 2025, Volume and Issue: unknown

Published: March 3, 2025

ABSTRACT Nafion and polyvinylidene fluoride (PVDF) nanofibrous membranes have received more attention due to their high performances as proton exchange membranes, catalyst supports, binders in fuel cells. In this paper, regulations of the properties PVDF by designing fiber structures are investigated. Three with an ~50% content, blended Nafion/PVDF (N/P) two core‐shell PVDF‐Nafion PVDF‐N/P core, Nafion, a mixture respectively shell, fabricated single‐needle or coaxial electrospinning, then hot‐pressed, annealed, acidized. XRD spectrums manifest that mutually promote crystallization, annealing further improves crystallinity. Compared 117 three show greater mechanical lower water uptake, swelling, conductivity. reveal stress conductivity than N/P. increase broken about 50 MPa, almost five times shows highest 0.0493 S/cm, 27% exhibiting potential application prospect. The experimental results significant for cost‐effectively optimizing on large scale.

Language: Английский

Citations

0
Review on Direct Methanol Fuel Cells: Bridging the Gap between Theory and Application for Sustainable Energy Solutions DOI
Siti Hasanah Osman, Siti Kartom Kamarudin, Norazuwana Shaari

et al.

Energy & Fuels, Journal Year: 2025, Volume and Issue: unknown

Published: March 13, 2025

Language: Английский

Citations

0
Polyethylene terephthalate (PET) waste in Electrochemical applications DOI Creative Commons
Varun Donnakatte Neelalochana, Paolo Scardi, Narges Ataollahi

et al.

Journal of environmental chemical engineering, Journal Year: 2025, Volume and Issue: unknown, P. 116823 - 116823

Published: April 1, 2025

Language: Английский

Citations

0
Improving the performance of polyvinylidene fluoride (PVDF)-based proton exchange membranes with the addition of cellulose acetate for direct methanol fuel cells DOI
Muhammad Rehman Asghar, Wei‐Bin Yu, Weiqi Zhang

et al.

Journal of Polymer Research, Journal Year: 2024, Volume and Issue: 31(9)

Published: Sept. 1, 2024

Language: Английский

Citations

3
Proton exchange membranes from double-filler of sulfonated titanium dioxide nanotubes and graphitic carbon nitride nanosheets integrated into sulfonated poly(aryl ether sulfone)s DOI

Xiongrui Xun,

Shouyi Liu,

Jialin Lv

et al.

International Journal of Hydrogen Energy, Journal Year: 2024, Volume and Issue: 94, P. 13 - 22

Published: Nov. 9, 2024

Language: Английский

Citations

3