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AI Predictive Maintenance with Vibration Analyzer PowerBrain™
Vibration Analyzer PowerBrain™ processes mixes of histograms of vibration sensor data to learn the vibrations of complex assets, systems and machines under certain cirumstances and states - and detect them.
All industries, use cases, machines and facilities where vibration sensor data monitoring and understanding adds value can benefit from this unique and super flexible AI PowerBrain™.
Features
Vibration Histograms Processing
Various occuring frequencies can easily be processed by our frequency histogram processing module in systems on site at low memory and computing performence requirements.
Mixed Vibrations Processing
Several vibration sensors data can be processed at once allowing deeper insight into the asset condition and state.
Training and Recognition of Vibrations
The users on site or before deployment can define and train certain vibration mixes as states or indicators of approaching states such as maintenance need.
Rotating Equipment
Across all industries rotating equipment such as axles, pumps and drives can easily be monitored and service need detected as early as technically possible.
e.g. immediately after an axle has been physically damaged its detailed "vibration fingerprint" changes - hours or even days before its bearings break down.
Vibrating Assets
Across all industries vibrating equipment such as vehicles, transformers, pipelines can easily be monitored and service need detected.
e.g. changing track vehicle or transformer vibrations indicate the need for service before serious defects occur.
Event Monitoring in Reports
Across all industries automatic event reports of system components can be analysed for frequency of occuring warnings and errors - helping detect service need much earlier.
e.g. Computers Hard Disc Drives start having more frequent reading errors up to 6 hours before breaking down.
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Offering Impressions
Whitepapers
Future of AI (pdf)
AI applications and future development trends and visions.
Predictive Maintenance Business Case (pdf)
Covers value drivers for predictive asset maintenance and provides a guide to help you identify the use case and assess the business case for AI Predictive Maintenance.
