Neural nets are surprisingly good at dealing with a rather small amount of data, with a huge numbers of parameters, but people are even better
The EQP Motor Current Sensor is a compact, reliable sensor that is compatible with almost any type of AC powered equipment. The minimally invasive design enables easy attachment to AC power cables.
The AC current in the cable is detected by a split core magnetic transformer, and the current magnitude + on-time duration is transmitted to the gateway over the local EQP sensor network. Real time notification permits rapid response to system failures, which minimizes down time and prevents costly malfunctions.