AI Driven Quality Assurance of “Fully Additive” 3D Printed Electronics to be developed by Neotech AMT GmbH & University of Hamburg

Picture: X-Ray image of 3D printed Device, Courtesy: FAPS, via Neotech press release

Neotech AMT and the TAMS-group at the University of Hamburg, announce the Development of a camera-based monitoring system for Additively Manufactured objects with integrated electronics (Project: KAM EI). The project, funded by Central Innovation Program for SMEs (ZIM) from the German Federal Federal Ministry for Economic Affairs and Energy (BMWi), will run until September 2022. Automated Quality Assurance (QA) will be developed with which the manufacturing processes can be monitored online in the 5-axis manufacturing cell.

The developed capability will record and classify the manufacturing process and automatically correct processing errors dependent on type. A vision system will record the printed electrical structures in 3D space with the images being compiled, compensating for distortion and depth of field elements. The printed tracks are then recognised by means of image processing using Artificial Intelligence to check for potential defects such as line breaks, short circuits and geometrical errors in width and thickness.

If a defect is identified the AI trained system selects one of three options that can be executed: automated correction, correction with operator input or part rejection (abort print). With this feedback, the printing process of the conductive tracks becomes a closed-loop system. Furthermore, the data generated by the system are to be archived for documentation. In this way, a contribution can be made to support certification processes in critical applications.

Dr. Martin Hedges, Managing Director of Neotech AMT says: “This exiting development opens the way for guaranteed QA and traceability in “Fully Additive” 3D Printed Electronics whist also increasing product yields. The risk of defects only being discovered after lengthy manufacturing process is mitigated and autocorrection will bring yield losses to an absolute minimum.”

Dr. Florens Wasserfall from University Hamburg says: ”This project is an important step towards closed loop control for hybrid manufacturing processes. Variations in quality and accuracy have been a major limitation ever since the invention of additive technologies. Active process monitoring is a core aspect to enable reliable and scalable manufacturing of highly integrated, smart products.”

About Neotech ATM – Neotech AMT GmbH is a leading company developing manufacturing technologies for 3D Printed Electronics (3D PE). The company has pioneering developments in this emerging market since 2009, delivering production level and R&D solutions to customers globally in mobile communications, automotive, wearables and medical markets.

Source: company press filing