Senior ResearcherContact Dag
The goal of Failure Analysis 4.0 was to develop smart AI based tools for a mostly automated process chain for failure diagnostics integrating self-learning data analysis and defect detection and localization, standardized material analysis and centralized data acquisition and correlation to electrical performance data
The Failure Analysis (FA) 4.0 project has addressed a fundamental challenge for the digital world: how to ensure that increasingly complex electronic systems operate with complete reliability and safety in daily use. This is essential in safety-critical applications such as autonomous vehicles and in digitalized industrial production (Industry 4.0). FA 4.0 has provided innovative AI-based tools and methods to analyse and avoid defects and failures during the development and manufacture of electronic components and systems. With its holistic approach spanning chip production, assembly & packaging, to board and system level, the project’s outcomes have proved to be crucial for the competitiveness of European electronic devices, especially in the demanding automotive and industrial sectors.
National leader, WP leader, Task leader
14 700 000 € (Sverige SEK 7 986 665)