Lasse Halve

During his PhD in physics at RWTH Aachen University, Lasse focused on building hardware and software for automated testing on ultra-precise optical sensors. He now uses the expertise he gained to develop customized vibroacoustic end-of-line software solutions for international customers at Head Acoustics.

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Presentation

AI-enabled end-of-line testing based on vibro- and psychoacoustic analyses

Apart from functional and electric tests, testing for vibroacoustic tolerances is becoming increasingly common and sought after. Many OEMs demand adherence to vibroacoustic specifications in quality control from their suppliers. Furthermore, vibroacoustic measurements can be used very effectively to monitor production quality in a wide field of products. In this talk, we present a case study combining psychoacoustic pre-processing with high-performance AI models for real-time end-of-line quality control. All steps, including data acquisition, data preparation and training of the AI algorithms, are integrated within an easy-to-use suite of tools, significantly reducing the engineering effort required.