Fraunhofer Institute for Manufacturing Engineering and Automation IPA

There are not enough qualified staff for Thailand's electroplating industry. Therefore, the research project “SCHOOLPLATE” aims to establish apprenticeships and further training programmes in this emerging south-east Asian market. A recent study has now outlined the initial findings.

Stereotactic systems are special devices used in neurosurgical procedures. Until now, conventional production methods have meant that these devices are not only expensive to manufacture, but are also geometrically limited. However, in conjunction with inomed Medizintechnik GmbH, a research team from Fraunhofer IPA has now found a way of manufacturing stereotactic systems from plastic using a 3D printer.

In most cases, artificial intelligence has a black-box character. However, it is only through transparency that trust can be built. Specialized software is available in order to explain different AI models. Now, a study by Fraunhofer IPA has compared and evaluated various methods, which explain machine learning approaches.

There is a wide range of application areas for the use of Artificial Intelligence (AI) in industrial manufacturing. However, in practice, AI models have only been infrequently used up to now. The reason: It is incredibly challenging to empirically validate the reliability of such systems. New certification criteria could now ensure AI is ready to be deployed for safety-critical applications.