Materials Development for Flow Batteries with Help of Explainable AI (FlowXAI)
Main funder
Funder's project number: 348328
Funds granted by main funder (€)
- 336 640,00
Funding program
Project timetable
Project start date: 01/01/2022
Project end date: 31/12/2024
Summary
The electrical energy storage is the key problem to be solved to realize green transition in electricity generation. Redox flow batteries (RFBs) offer promise for large scale energy storage, but current technology requires critical materials like vanadium and therefore remain too expensive . Instead, affordable RFBs based on renewable or abundant raw materials are needed. The potential molecules need to fulfil several criteria, including a reasonable high energy density, stability, and production at an affordable cost, but no such molecules have been discovered yet. FlowXAI will develop procedures to screen a vast number of molecules, utilizing both computational chemistry and machine learning, complemented with targeted molecular synthesis and automated synthesis and testing of
flow battery chemicals.
flow battery chemicals.
Principal Investigator
Other persons related to this project (JYU)
Primary responsible unit
Web page
https://www.jyu.fi/en/research-groups/pihko-group-making-molecules
Follow-up groups
Related publications and other outputs
- Aliphatic Ketone Claisen Rearrangement : Troubleshooting the Transetherification Step by Identifying a Stable Acid Catalyst (2024) Pihko, Petri M.; et al.; A1; OA
- Azoniafluorenones : A New Family of Two‐Electron Storage Electrolytes for Sustainable Near‐Neutral pH Aqueous Organic Flow Battery (2024) Artault, Maxime; et al.; A1; OA
- Exploration of Vitamin B6‐Based Redox‐Active Pyridinium Salts towards the Application in Aqueous Organic Flow Batteries (2024) Nechaev, Anton A.; et al.; A1; OA
- N-Alkylated Pyridoxal Derivatives as Negative Electrolyte Materials for Aqueous Organic Flow Batteries : Computational Screening (2023) Hamza, Andrea; et al.; A1; OA
