Predictive Maintenance collects a wide range of signals and uses Machine Learning algorithms to analyze them. This makes it possible to gain additional insights about the machine and allows operators to schedule maintenance sessions around production, such as during planned shutdowns.
Amphenol LTW’s waterproof sensor M12 connectors and cable assemblies are ideally suited for automation environments where control signal transmission or power is required in a robust and compact delivery system.
Machine Diagnostics actually go beyond Predictive Maintenance and represent the most advanced level of maintenance of those mentioned here. This strategy allows a thorough knowledge of the equipment and its parameters. It does not only calculate the time to failure, but also gives more insights about the root causes of the error. In this way operators gain a deeper understanding of the error occurred and can easily initiate the right measures. This in-depth analysis is what ALTW sensor connector can support to artificial intelligence for manufacturing as solution.
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