The physics of a failing bearing is the same in a paper mill and a pharma suite. What changes is which assets matter, what an hour costs, and who has to act. Manitiq is tuned for each.
Discrete & process manufacturing
Unplanned downtime $20k – 260k / hourA conveyor gearbox, a hydraulic power unit, a chiller compressor — the assets that stop a line are rarely the ones with a wired monitoring cabinet. Manitiq covers the long tail, and the work order lands before the shift changes.
Conveyor drivesHydraulic unitsChillersCompressed airSpindlesExtrudersFans & blowersCommon modes: Bearing wear · Misalignment · Looseness · Gear meshOil & gas, petrochemical
Unplanned downtime $100k – 500k / hourProcess pumps, cooling-tower fans and small compressors sit outside the API 670 system that protects the big trains. Intrinsically-safe wireless sensors reach them without a cable pull through a classified area.
Process pumpsCooling-tower fansRecip compressorsBlowersFin-fan coolersFirewater pumpsCommon modes: Cavitation · Bearing wear · Imbalance · Rotor barPower & utilities
Unplanned downtime $50k – 300k / hourBalance-of-plant equipment — feedwater pumps, ID/FD fans, coal mills, circulating-water pumps — fails quietly and forces derates. Per-machine models separate real degradation from load-driven change.
Feedwater pumpsID / FD fansMillsCW pumpsBoiler feedTransformer coolingCommon modes: Bearing wear · Imbalance · Misalignment · LoosenessFood & beverage
Unplanned downtime $30k – 150k / hourWashdown, high humidity and 24/7 runs put mixers, homogenisers and refrigeration compressors through constant thermal cycling. IP67 sensors go on, and the parts get ordered before the batch is lost.
MixersHomogenisersRefrigeration compressorsFillersPumpsConveyorsHVACCommon modes: Lubrication · Bearing wear · Belt / sheave · CavitationPulp & paper
Unplanned downtime $40k – 200k / hourHundreds of dryer-section rolls, refiners and stock pumps per machine, and every one is a potential sheet break. Coverage at scale is the whole point; wired systems never got past the critical few.
Dryer rollsRefinersStock pumpsVacuum pumpsWindersAgitatorsCommon modes: Bearing wear · Gear mesh · Imbalance · LoosenessMining & minerals
Unplanned downtime $50k – 500k / hourCrushers, mill drives, slurry pumps and conveyor pulleys run in dust and vibration that defeats most instrumentation. Ruggedised sensors and a mesh network that tolerates gaps keep the picture whole.
CrushersMill drivesSlurry pumpsConveyor pulleysScreensThickener drivesCommon modes: Bearing wear · Gear mesh · Looseness · ImbalancePharmaceutical & chemical
Unplanned downtime $60k – 400k / hourA failed agitator seal or HVAC fan can scrap a batch and trigger a deviation. Prescriptive work orders with attached evidence give quality a documented, planned intervention instead of an emergency.
AgitatorsHVAC AHUsVacuum pumpsCentrifugesChillersTransfer pumpsCommon modes: Bearing wear · Misalignment · Imbalance · LubricationWater & wastewater
Unplanned downtime $10k – 80k / hour + finesDistributed lift stations and blower buildings mean nobody hears the bearing going. Cellular-backhaul gateways bring remote pumps and aeration blowers into the same fleet view as the main plant.
Lift-station pumpsAeration blowersCentrifugesMixersScrew pumpsClarifier drivesCommon modes: Cavitation · Bearing wear · Imbalance · Rotor bar
Tell us which line hurts.
We'll map the rotating assets on it, size a starter kit, and show you where on the P-F curve you'd catch the next failure.