Data Science delivers 70% downtime reduction for a machine manufacturer When in operation, machines emit signals across a broad spectrum of frequencies. Some of them happen to be in a frequency range that the operator’s ears can pick up as sounds, and even though that frequency range is small, the information gathered is sometimes invaluable:…
Getting Data Science to Deliver Results for You using ei3’s Proven Methodology Predicting the health of your machinery is much harder than asking for a limit set of predetermined convenience functions and requires specialized algorithms that are tuned to the machine and its operating environment. The best AI tools are needed to create successful predictive…
Hear the ei3 Symphony ei3 Symphony is an asset monitoring and predictive maintenance solution that combines smart sensor technologies with machine learning and AI to deliver unique insights into the inner workings of your machine. Changes to the spectrum of signals emitted by the machine are detected immediately, interpreted, and alerts sent to machine operators.…
“Intelligence” implies “Creativity”. The ability to create something meaningful from nothing is an art that will likely forever be exclusive to the human mind. Machines, on the other hand, excel in an area where human often fail. They remember, correlate, and detect complex patterns in vast amounts of data. When confronted with the results of…
Data Science in IIoT is often associated with predictive maintenance – clever algorithms that predict when machine parts wear out, go out of alignment, or otherwise will be in need of repair. This is then used to schedule maintenance to avoid unnecessary downtime, thus keeping machines up and running and earning their keep. But…
Current Speed / Average Speed Values updated every minute. Averages are taken from the current day or shift, per your choosing. Good / Waste material Tracked over the duration of your choice, and marked in the units of material based on machine data. Total downtime / Downtime since the last run Counts the hours and…
Speed Shows how fast the machine is running right now. Average Speed Computes the average speed for the current shift. OK, you’re running fast now, but how about the past 6 hours? Waste The amount of scrapped material measured for the shift. Supports quality and weight scale methods. Footage Linear production is…
Speed Displayed on a rounded graph, updated each minute. OEE Prominently displayed values for Availability, Performance, and Quality provide plant floor operations teams the most up-to-date productivity values. Downtime Visual graph color-coded to show recent periods of machine uptime and downtime. Production Units The chart contains colorized good and waste material on the machine for…