A review of the recent progress in battery informatics
C Ling - npj Computational Materials, 2022 - nature.com
Batteries are of paramount importance for the energy storage, consumption, and
transportation in the current and future society. Recently machine learning (ML) has …
transportation in the current and future society. Recently machine learning (ML) has …
[HTML][HTML] Application of machine learning in optimizing proton exchange membrane fuel cells: a review
R Ding, S Zhang, Y Chen, Z Rui, K Hua, Y Wu, X Li… - Energy and AI, 2022 - Elsevier
Proton exchange membrane fuel cells (PEMFCs) as energy conversion devices for
hydrogen energy are crucial for achieving an eco-friendly society, but their cost and …
hydrogen energy are crucial for achieving an eco-friendly society, but their cost and …
Comprehensive analysis of critical issues in all-vanadium redox flow battery
Vanadium redox flow batteries (VRFBs) can effectively solve the intermittent renewable
energy issues and gradually become the most attractive candidate for large-scale stationary …
energy issues and gradually become the most attractive candidate for large-scale stationary …
Vanadium redox flow batteries: Flow field design and flow rate optimization
Vanadium redox flow battery (VRFB) has attracted much attention because it can effectively
solve the intermittent problem of renewable energy power generation. However, the low …
solve the intermittent problem of renewable energy power generation. However, the low …
[HTML][HTML] Battery safety: Machine learning-based prognostics
Lithium-ion batteries play a pivotal role in a wide range of applications, from electronic
devices to large-scale electrified transportation systems and grid-scale energy storage …
devices to large-scale electrified transportation systems and grid-scale energy storage …
Review of the research status of cost-effective zinc–iron redox flow batteries
H Zhang, C Sun, M Ge - Batteries, 2022 - mdpi.com
Zinc–iron redox flow batteries (ZIRFBs) possess intrinsic safety and stability and have been
the research focus of electrochemical energy storage technology due to their low electrolyte …
the research focus of electrochemical energy storage technology due to their low electrolyte …
Machine learning-assisted design of flow fields for redox flow batteries
Flow fields are a crucial component of redox flow batteries (RFBs). Conventional flow fields,
designed by trial-and-error approaches and limited human intuition, are difficult to optimize …
designed by trial-and-error approaches and limited human intuition, are difficult to optimize …
Insights into an air-stable methylene blue catholyte towards kW-scale practical aqueous organic flow batteries
Aqueous organic flow batteries (AOFBs) possess unique advantages, including element
abundance and tailorability, compared to the traditional flow batteries (FBs). However …
abundance and tailorability, compared to the traditional flow batteries (FBs). However …
Engineering electrochemical surface for efficient carbon dioxide upgrade
Electrochemical CO2 conversion offers an attractive route for recycling CO2 with economic
and environmental benefits, while the catalytic materials and electrode structures still require …
and environmental benefits, while the catalytic materials and electrode structures still require …
Tailoring the vanadium/proton ratio of electrolytes to boost efficiency and stability of vanadium flow batteries over a wide temperature range
Fast capacity decay and narrow temperature window still hinds the practical application of
vanadium flow batteries (VFB). Optimization the electrolyte composition is an effective …
vanadium flow batteries (VFB). Optimization the electrolyte composition is an effective …