Predictive maintenance by equipment
Which monitoring techniques fit each asset, the failure modes they catch, and the software that delivers them — for 13 of the most critical rotating and thermal assets in heavy industry.
Predictive maintenance for pumps
Predictive maintenance for pumps uses vibration, motor-current and process data to catch impeller wear, cavitation, seal…
Predictive maintenance for electric motors
Predictive maintenance for electric motors combines vibration, motor-current signature analysis and thermography to dete…
Predictive maintenance for fans and blowers
Predictive maintenance for fans and blowers uses vibration analysis and balancing data to catch imbalance from dust buil…
Predictive maintenance for compressors
Predictive maintenance for compressors uses vibration, temperature, oil and process analysis to catch valve faults, bear…
Predictive maintenance for bearings
Predictive maintenance for bearings uses vibration analysis and ultrasound to detect lubrication problems and the earlie…
Predictive maintenance for gearboxes
Predictive maintenance for gearboxes combines vibration analysis and oil analysis to detect gear-tooth wear and cracking…
Predictive maintenance for steam traps
Predictive maintenance for steam traps uses ultrasound and temperature testing to find traps that have failed open (wast…
Predictive maintenance for heat exchangers
Predictive maintenance for heat exchangers uses process-data analytics — tracking approach temperature, pressure drop an…
Predictive maintenance for boilers
Predictive maintenance for boilers combines combustion and flue-gas analytics, vibration on fans and pumps, and tube/ref…
Predictive maintenance for chillers and refrigeration
Predictive maintenance for chillers and refrigeration uses performance analytics (approach temperatures, efficiency/kW-p…
Predictive maintenance for cooling towers
Predictive maintenance for cooling towers tracks approach temperature, fan and pump condition, and water chemistry to ca…
Predictive maintenance for conveyors
Predictive maintenance for conveyors uses vibration on drives and idlers, thermography and inspection to catch bearing w…
Predictive maintenance for control valves
Predictive maintenance for control valves uses position/travel diagnostics, acoustic and process data to catch sticking,…
By sector
How predictive maintenance applies in each heavy-industry sector — the assets that matter and why.
Predictive maintenance in food processing
Predictive maintenance in food processing protects continuous, hygiene-critical lines where unplanned downtime…
Predictive maintenance in power generation
Predictive maintenance in power generation guards high-value, safety-critical assets where an unplanned trip m…
Predictive maintenance in chemicals
Predictive maintenance in chemicals protects continuous, often hazardous processes where a failure can mean a …
Predictive maintenance in brewing & beverage
Predictive maintenance in brewing keeps continuous, hygiene-sensitive production running, where downtime risks…
Predictive maintenance in cement
Predictive maintenance in cement protects heavy, dusty rotating equipment — mills, kilns, fans, crushers and c…
Predictive maintenance in steel & metals
Predictive maintenance in steel protects high-value drivetrains and rotating equipment in extreme conditions, …
Predictive maintenance in paper & packaging
Predictive maintenance in pulp, paper and packaging protects fast, continuous machines where a single failure …
Predictive maintenance in dairy
Predictive maintenance in dairy keeps continuous, hygiene-critical and refrigeration-heavy processing running,…
Predictive maintenance in pharmaceuticals
Predictive maintenance in pharmaceuticals protects validated, hygiene- and compliance-critical processes where…