SciTransfer
BatWoMan · Project

Carbon Neutral Battery Production via Solvent-Free Processing and AI-Driven Design

manufacturingTestedTRL 4

Imagine making batteries without the giant, energy-hungry ovens usually needed to dry out toxic solvents. This project replaces those ovens with a 'dry' method and uses AI to map out the battery's internal structure like a 3D blueprint. It's like switching from slow, wet painting to a fast, dry-printing process that saves energy and money.

By the numbers
63.5%
cell production cost reduction
52.6%
cell production energy consumption reduction
The business problem

What needed solving

Battery production is currently energy-intensive and relies on volatile organic solvents that increase costs and carbon footprints. Existing formation and aging processes are slow and lack data-driven optimization.

The solution

What was built

An AI-driven platform for smart re-tooling, a digital twin of the electrode manufacturing process, and a digital battery data space for sustainability tracing.

Audience

Who needs this

Battery cell manufacturersEV battery pack assemblersIndustrial chemical suppliersBattery production equipment OEMs
Business applications

Who can put this to work

Battery Manufacturing
enterprise
Target: Gigafactory operator

If you are a Gigafactory operator dealing with massive energy bills from drying rooms and solvent recovery—this project developed a solvent-free electrode process that reduces production energy consumption by 52.6%.

Electric Vehicle Production
enterprise
Target: EV OEM

If you are an EV OEM dealing with high battery pack costs and carbon taxes—this project developed a 3D electrode design and sustainable supply chain that can reduce cell production costs by 63.5%.

Industrial Automation
mid-size
Target: Production equipment manufacturer

If you are a production equipment manufacturer dealing with inefficient battery formation and aging cycles—this project developed an AI-driven platform for smart re-tooling and digital twins to optimize machine parameters.

Frequently asked

Quick answers

How much can this reduce production costs?

Based on the project objectives, the implementation of these methods can lead to an estimated cell production cost reduction of 63.5%.

Is this technology ready for industrial scale?

The project focuses on developing concepts and a digital twin for manufacturing; however, it includes industrial partners and targets a European leadership position in production.

What are the IP and licensing options?

Based on available project data, specific licensing terms are not listed, but the project involves a consortium of 8 partners including industry and research institutes.

How does it impact energy consumption?

The project aims for a reduction in cell production energy consumption by 52.6% by eliminating volatile organic solvents and optimizing drying and dry room requirements.

What is the timeline for deployment?

The project period runs from September 1, 2022, to August 31, 2025, indicating the research and development phase concludes in late 2025.

Consortium

Who built it

The consortium is well-balanced for technology transfer, consisting of 8 partners across 6 countries. With a 25% industry ratio (2 industrial partners) supported by 4 research institutes and 2 universities, the project blends academic rigor with practical industrial application, coordinated by the Austrian Institute of Technology.

How to reach the team

Contact AIT Austrian Institute of Technology GmbH

Next steps

Talk to the team behind this work.

Contact us to explore licensing opportunities for solvent-free battery production.

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