Predictive Maintenance Archives
Categories ApplicationAutomationPredictive Maintenance
Predictive maintenance is the method for using statistical analysis and historical data about a machine or IoT system in order to derive from its current condition when it will need maintenance or improvement. It relies heavily on Machine Learning or Artificial Intelligence for these decisions. The goal is to save money and time over scheduled maintenance because service is only performed when needed, resulting in less waste, and also in less downtime. Predictive maintenance is different from preventive maintenance because the true current condition of equipment is the basis for automated decision-making, rather than based on service period estimates.

Predictive Maintenance

Predictive maintenance is the method for using statistical analysis and historical data about a machine or IoT system in order to derive from its current condition when it will need maintenance or improvement. It relies heavily on Machine Learning or Artificial Intelligence for these decisions. The goal is to save money and time over scheduled maintenance because service is only performed when needed, resulting in less waste, and also in less downtime. Predictive maintenance is different from preventive maintenance because the true current condition of equipment is the basis for automated decision-making, rather than based on service period estimates.

Solutions

Kimberly-Clark
Onvation by Kimberly-Clark

Discover Onvation, your connected software solution for smart restroom servicing.

MachineMetrics
MachineMetrics Edge Platform for Manu...

MachineMetrics Edge Platform provides a scalable solution for manufacturers that can be self-installed to easily collect data from any piece of equipment and enable actionable machine insights in a...

Bosch
Bosch Phantom

Phantom is a unique process for analyzing changes in the current and voltage used by a setup and measuring the individual energy consumption and load of the devices being used.

MachineMetrics
MachineMetrics Predictive Maintenance

Power predictive analytics applications with high-frequency machine data to diagnose, predict, and avoid manufacturing equipment failure.

MachineMetrics
MachineMetrics Remote Machine Monitoring

Monitor OEE, machine utilization, and equipment downtime in real-time to maximize production efficiency.

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