Use Cases & Application Domains
Rotating & Mechanical Systems
Example Assets: Pumps, compressors, gearboxes, turbines, motors Benefits: Early anomaly detection, degradation tracking, reduced maintenance costs
Fleet & Mobile Assets
Example Assets: Trucks, heavy equipment, marine vessels, rail, generators
Benefits: Predictive maintenance across fleet, avoid breakdowns, optimize uptime
Power Generation & Energy Infrastructure
Example Assets: Generators, micro-grids, power plants, backup systems
Benefits: Monitor load/stress, forecast maintenance, minimize downtime
Industrial Automation & Robotics
Example Assets: CNC machines, robotic arms, production equipment
Benefits: Predict failures, schedule maintenance, increase throughput
Building / Environmental Systems
Example Assets: HVAC, chillers, infrastructure monitoring
Benefits: Continuous health monitoring, energy efficiency, reduced failures