การบำรุงรักษาเชิงคาดการณ์สำหรับหุ่นยนต์อุตสาหกรรม

Challenge

What are the major challenges while operating robots?

• Torque is increasing due to continuously aging robot equipment
• Potential failure in the reducer gearbox, impacting the robot performance
• Need to identify the root causes quickly to prevent prolonged downtime

Solution

Enhanced reliability of robotic operations through predictive maintenance combining AI with human insights

• Automatically generates machine and maintainer behavior models
• App detects abnormal torque trends and leads your maintenance technicians to the potential grease leak issues e.g., on a single axis
• Grease leaking example can cause the reducer failure and this can be avoided by replacing the reducer timely