An AI-optimised prototype of an environmentally friendly electricity storage system is now being developed in an international project
In 2020, Stefan Spirk from the Institute of Bioproducts and Paper Technology at Graz University of Technology (TU Graz) described the research achievement with which he and his team had succeeded as a ‘groundbreaking success in the field of sustainable energy storage technologies’ to make redox flow batteries more environmentally friendly.
They had replaced redox-active components of batteries with conventional vanillin, which meant that critical or environmentally harmful raw materials were no longer needed.
But the new storage medium alone was not enough and Spirk is now working to design a vanillin electricity storage system that is as sustainable as possible in its overall composition and yet efficient.
Areas of application for the fully developed storage unit are primarily the industrial sector and the storage of electricity surpluses from renewable energies.
Part of the research project called VanillaFlow are other institutes at TU Graz, Stefan Spirk’s Science Park Graz-based start-up Ecolyte and numerous other project partners.
The project is being funded within the EIC Pathfinder Challenge of the European Research Council and is therefore part of the EU Horizon programme, which is funding research and innovation.
The Pathfinder Challenge aims to support the exploration of bold ideas for radically new technologies.
- Nanosheet tech developed to boost energy storage dielectric capacitors
- Major storage capacity in water-based batteries
- Rechargeable zinc-air batteries offer clean energy storage solution
- World’s largest energy storage battery connected to grid
The possibilities of AI
In the VanillaFlow project all components and processes of the storage unit are to be optimised; in addition to vanillin compounds as the storage medium, the membrane, the electrode and the control system.
Among other things used for this are the possibilities of artificial intelligence and machine learning.
This allows predictions for models of promising vanillin compounds to be made in a much shorter time than before.
The most promising models are then also developed and tested in the laboratory to ultimately find the ideal composition for the storage fluid.
In the case of the membrane and the electrode, the primary aim is to replace the less environmentally friendly materials previously used for this purpose in battery storage systems with sustainable materials as well.
For membranes, the Teflon modification Nafion has been used so far.
Now, a paper-based membrane has been created, which is constantly being further developed. The patent for this has already been applied for.
For the electrode, the project team relies on a carbon felt that offers less resistance through compression and also develops fewer deposits.
New coatings and treatments are intended to achieve even better performance here.
In order not to have to produce all iterations of the storage medium, membrane and electrode in advance, the project team also resorts to digital support here.
By means of a digital twin, the individual components and their interaction can be virtually tested and checked in advance.
At the same time, the control system of the storage unit is also being further developed in order to optimise its operation.
An underlying artificial intelligence links these virtual results with the VanillaFlow project data.
In addition, a techno-economic and ecological review is being conducted to ensure that the storage system is not toxic and complies with current legislation.
After all, the finished product should be safe for people and the environment.
As soon as a first prototype of this AI co-designed storage system is ready, it is planned to integrate it into the TU Graz network.
The maximum storage performance is intended to be at 10 kW. For future users, however, the performance is scalable according to demand.
Spirk said: “When we harnessed vanillin for use in redox flow batteries about three years ago, it was clear to us that this was just the beginning on the road to environmentally friendly and efficient electricity storage for users in industry and power generation.
“By using AI to design, test and ultimately manufacture a sustainable electricity storage system from A to Z based on this storage medium, we are taking the next important step.
“Once we have fully developed a storage system without harmful materials, without rare raw materials, but with high efficiency and safety for people and the environment, this is an important piece of the puzzle for the further decarbonisation of the energy system and industry.”
Image: An environmentally friendly and efficient electricity storage system based on the storage medium vanillin is being developed. Credit: Lunghammer – TU Graz.