Collect data from industrial robot programmable logic controllers without any add-on sensors
This solution use case is provided on the MindSphere® platform by Predictronics. It features Predictronics’ Factory Sentinel for Industrial Robots data visualization and analytics application. The application monitors and manages the condition of industrial robots and uses predictive algorithms to generate accurate analytic health models.
This application obtains motor, current, position, and speed data, running it through machine learning algorithms to establish a robot baseline behavior model. The Factory Sentinel platform then assesses how the current behavior differs from the baseline behavior, helping plant management and factory personnel visualize robot degradation.
Factory Sentinel sends notifications and alerts about faulty and degrading robots to users through an easy-to-use and easy-to-deploy web interface, providing the root cause analysis. Ultimately, factories experience less unplanned downtime and greater productivity.
Factory Sentinel for Industrial Robots is a data visualization and analysis application that monitors and manages the condition of industrial robots. It provides objective and data-driven robot health information for overall and axis health, and uses advanced predictive algorithms to generate accurate health models.
Predictronics offers a range of professional services to deploy this solution, depending on your needs, and accelerate your digital transformation. Services may include consulting, implementation, integration, customization and training.
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