Electronics manufacturing faces constant pressure to improve quality and efficiency while minimizing downtime. Our presentation will showcase a holistic AI-driven approach that integrates data from multiple sources - visual inspections, placement force curves, and temperature profiles - to pinpoint and address defects like voiding. How can a central AI system act as a supervisory controller, adapting optimization strategies in real time and resolving conflicts between process-specific AI models?
The presented approaches for AI-human collaboration are not replace engineers but enhances their decision-making, streamlining root cause analysis and improving overall productivity. We will also discuss real-world case studies demonstrating the impact of AI in reducing defects and optimizing production.
We look forward to engaging discussions and knowledge exchange at WiKKI25!
Our topic: Leveraging Production Data to Enhance Electronics Manufacturing with AI