Managing Highly Contextualized Data for IIoT

Managing Highly Contextualized Data for IIoT

Have you ever wondered how industries using smart devices handle tons of unique data loading on their server? High cardinality data allows for detailed tracking and monitoring of each sensor, machine, and device in real-time. Finding patterns…

Why You Need a Time Series Database for Predictive Maintenance

Why You Need a Time Series Database for Predictive Maintenance

In the industrial sector, unplanned downtime can lead to significant financial losses. Predictive maintenance offers a solution to this problem by identifying potential issues before they cause disruptions.One crucial component of an effective predictive maintenance system…

Is predictive maintenance at a dead end?

Is predictive maintenance at a dead end?

Predictive maintenance has become a standard phrase in the equipment business and it is taking hold with OEMs. However, maintenance teams are not seeing much use for it. For them, “predictive maintenance is like chasing one’s…

How to Minimize Asset Failure with Predictive Maintenance

How to Minimize Asset Failure with Predictive Maintenance

Existing maintenance solutions limit production. With the legacy tools and processes at their disposal, manufacturers commonly take reactive or scheduled maintenance approaches that present a multitude of challenges: Existing Maintenance approaches are costly: Up to $1.3M per hour…