Challenge — Optical Calibration for High-Precision Imaging Devices
High-quality optical calibration of high-precision imaging devices is difficult due to diverse influencing factors and measurement errors. This variability makes it challenging to consistently achieve optimal calibration settings and maintain accuracy across operating conditions.
Solution — Reinforcement Learning for AI-Based Optical Calibration
We leverage AI algorithms based on Reinforcement Learning to learn an optical model and determine optimal calibration parameters. The approach is designed to continuously refine calibration settings and support calibration performance beyond initial setup.
Impact — Calibration Accuracy, Lifetime Adaptation & Competitive Advantage
- Improved calibration accuracy by 25%
- Online adaptation of calibration parameters over the product lifetime
- Competitive edge in the market
Topic
Digital Transformation