Thermal issues of vanadium redox flow batteries
Vanadium redox flow batteries (VRFBs) are one of the most promising technologies for
renewable energy storage. However, complex thermal issues caused by excessive heat …
renewable energy storage. However, complex thermal issues caused by excessive heat …
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 …
Prospect of modeling industrial scale flow batteries–From experimental data to accurate overpotential identification
A vast literature exists on modelling of small-scale single-cell experiments for flow batteries,
but very few reports have been published on large stacks, consisting of tens of cells, each …
but very few reports have been published on large stacks, consisting of tens of cells, each …
A coupled machine learning and genetic algorithm approach to the design of porous electrodes for redox flow batteries
The design of porous electrodes with large specific surface area and high hydraulic
permeability is a longstanding target for the development of redox flow batteries (RFBs), but …
permeability is a longstanding target for the development of redox flow batteries (RFBs), but …
Analysis of electrode configuration effects on mass transfer and organic redox flow battery performance
F Chu, M Su, G Xiao, Z Tan, G Yang - Industrial & Engineering …, 2022 - ACS Publications
For organic redox flow batteries (ORFBs), it is of significance to clarify the influence
mechanism of their electrode configuration on the mass transfer inside electrodes and …
mechanism of their electrode configuration on the mass transfer inside electrodes and …
Deep learning-based vibration stress and fatigue-life prediction of a battery-pack system
The primary concerns of the automotive industry are structural integrity and battery-pack
system (BPS) reliability. To ascertain the appropriate thickness of critical BPS components …
system (BPS) reliability. To ascertain the appropriate thickness of critical BPS components …
[HTML][HTML] Bottom-up design of porous electrodes by combining a genetic algorithm and a pore network model
The microstructure of porous electrodes determines multiple performance-defining
properties, such as the available reactive surface area, mass transfer rates, and hydraulic …
properties, such as the available reactive surface area, mass transfer rates, and hydraulic …
A minimal information set to enable verifiable theoretical battery research
Batteries are an enabling technology for addressing sustainability through the electrification
of various forms of transportation 1 and grid storage. 2 Batteries are truly multi-scale, multi …
of various forms of transportation 1 and grid storage. 2 Batteries are truly multi-scale, multi …
Dynamic behavior prediction of modules in crushing via FEA-DNN technique for durable battery-pack system design
The structural integrity and crashworthiness of the battery-pack system (BPS) in electric
vehicles are an emerging concern of engineers. Therefore, corresponding numerical and …
vehicles are an emerging concern of engineers. Therefore, corresponding numerical and …
Effect of variable viscosity of electrolytes on mass transport and electrochemical reactions in aqueous organic redox flow battery
In this work, the viscosity of an organic electrolyte solution is quantified and its effect is
investigated on the performance of an aqueous organic redox flow battery (AORFB). For a …
investigated on the performance of an aqueous organic redox flow battery (AORFB). For a …