Robot Predictive Maintenance
At the worst possible time, unplanned stoppages always seem to occur. The risk of unplanned downtime is reduced by our predictive maintenance program. Neuron soundware has created a predictive maintenance solution for one of the main automotive manufacturers. The task at hand is to monitor and stop repeating electrical brake failures on the robots ‘ wrist. The bearings in the throat of the robots obey the preventive maintenance of the service organization of the manufacturer. The problem is that some of the bearings are outweighed faster than others, causing failure and sudden stoppage of the production lines. Neuron soundware develops classification algorithms based on Neural Networks to inform operators about the real state of the component.