How can AI find black sheep machines in an industrial plant?

Even companies that are playing in the advanced league of the condition monitoring game may face the challenge of knowing which machines need to be prioritized for maintenance. For example, how can a professional responsible for the maintenance of compressors in a company realize which ones need to go to the top of priorities list?

How can AI find black sheep machines in an industrial plant?2023-03-28T09:28:18+00:00

Using Machine Learning to identify operational modes in rotating equipment

Vibration monitoring is key to performing condition monitoring-based maintenance in rotating equipment such as engines, compressors, turbines, pumps, generators, blowers, and gearboxes. However, periodic route-based vibration monitoring programs are not enough to prevent breakdowns, as they normally offer a narrower view of the machines’ conditions. Adding Machine Learning algorithms to this process makes it scalable,

Using Machine Learning to identify operational modes in rotating equipment2023-03-28T09:28:24+00:00
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