APPLICATIONS & EXPERIENCE
Connect changing equipment conditions with diagnostics and maintenance planning. Every site is different; reliable decisions depend on data and experience.
Steel
Vibration monitoring and fault analysis identified bearing damage in a rolling mill roller table before obvious signs appeared. A later inspection confirmed damage to the bearing balls, and the customer replaced the bearing. The system complements the existing PLC and supports maintenance planning.
This project complements an existing PLC system and did not use an AI agent.
Discuss your applicationData centers
Monitor pumps and fans in cooling systems and analyze trends to guide mechanical fault investigation. Field checks and post-maintenance measurements support informed maintenance planning.
Discuss your applicationSemiconductors
Connect condition monitoring, diagnostics, field verification, and maintenance records for critical fab utility equipment. Traceable equipment histories support shift handovers and future investigations.
Discuss your applicationChemicals
Combine vibration trends, maintenance history, and field inspections to narrow investigations into critical rotating equipment. Compare conditions after maintenance to verify the outcome.
Discuss your applicationAirports
Monitor motors and gearboxes in baggage handling systems for emerging signs of deterioration. Use field verification and operating schedules to prioritize inspections and prepare spare parts.
Discuss your applicationTobacco
Vibration monitoring, trends, and diagnostics support investigations into drive equipment and fans on production lines. Plan inspections, maintenance, and spare parts around production needs.
Discuss your applicationShipyards
Monitor motors and gearboxes in gantry crane hoisting and travel mechanisms. Analyze vibration alongside starts, stops, and load changes to focus inspections and schedule maintenance around lifting operations.
Discuss your applicationCopper smelting
Monitor vibration and temperature in fans and pumps supporting off-gas treatment and circulating water systems. Use operating context and field checks to investigate deterioration and plan maintenance.
Discuss your applicationEnergy storage
Track cooling circulation pumps and fans in battery energy storage systems. Diagnostics and field inspections support maintenance planning for thermal management equipment.
Discuss your applicationBiopharmaceuticals
Connect monitoring, diagnostics, and maintenance records for pumps and fans in pharmaceutical water, cooling, and ventilation systems. Compare equipment conditions before and after maintenance to support verification and handovers.
Discuss your applicationLET’S CONNECT