Anomaly Detection System for Actions - List of Manufacturers, Suppliers, Companies and Products | IPROS GMS

[MakinaRocks] MRX Robotics

AI solutions for industrial robots

<Quality Analysis of Robot Operations and Anomaly Prediction> Challenge: Unexpected failures occur more than 50 times each year in automotive assembly and painting production lines. Approach: Developed an anomaly detection model based on data from normal operations, while simultaneously obtaining insights for operational improvements. Created Value: Implemented in a total of 300 robots across two automotive production plants, achieving over 90% accuracy in failure prediction up to 5 days before a failure occurs. <Automation of Offline Programming (OLP)> Challenge: OLP is required every time a new car is launched, but it takes up to 6 weeks due to manual work by on-site engineers. Approach: Automated OLP by utilizing algorithms for verifying welding points and path planning based on inverse kinematics. Created Value: Fully automated the OLP process, reducing human resources by 50% and shortening the required time from 4-6 weeks to 3 days.