Viking Analytics MultiViz Vibration

MultiViz Vibration

Organization

Viking Analytics

Info

Platform / Product

2y ago

Link

https://vikinganalytics.se/multiviz-vibration/

Analyze vibration data and provide recommendations with the support of AI

MultiViz Vibration identifies operational modes and detects early machine behavior that indicates a failure. Our algorithm automatically suggests the most relevant timestamps for analysis, eliminating the need to spend hours looking at normal machine data. Learn more.

Attributes

Resources

Using Machine Learning to identify operational modes in machines

2022-03-08 15:39 Weblink Articles & Editorial

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, as it allows the analysis of historic data from equipment. One of the benefits is being able to identify operational modes and help maintenance teams to understand if the machine is operating in normal or abnormal conditions.