Issue: Data

Big Data is considered the gold standard when it comes to AI. However, high-quality datasets lead to better insights than sheer amounts of data.

The first draft rarely is the final one in product development. With the help of artificial intelligence, this labor-intensive but essential stage can be accelerated.

Within the framework of the research project BioFusion 4.0, data-driven solutions for a more sustainable and resource-efficient production are being developed at Fraunhofer IPK – inspired by principles from nature.

Data from manufacturing processes is used to evaluate process quality. Often, only a fraction of the available data points is sufficient, but they must be the right ones.

Zero-defect manufacturing is a key to a sustainable economy. GreenDelta's life cycle assessments support companies in this endeavor, even when dealing with massive products like ship engines.

Not all 5G networks are created equal - because industrial applications need to be tested under industrial conditions. For this purpose, PTZ Berlin is providing a campus network.

Non-invasive real-time quality control in additive manufacturing processes has long been wishful thinking. Researchers can now collect data and inspect parts during processing without destroying them.

The more complex a product, the more challenging the dismantling of its components becomes. Fraunhofer IPK’s CE Assistant identifies the optimal strategy in each case.

Circular Economy: Effective take-back management and recycling enable companies to not only save material costs but also reduce their ecological footprint.

Keeping emissions in focus: Benchmarking greenhouse gas emissions enables quick comparisons of sustainable business developments.