Ensure DC motor performance with anomaly detection based on energy monitoring

The challenge Optimizing manufacturing processes is a requirement in any industry today, with electricity consumption in particular representing a major concern due to increased costs and instability. Analyzing energy use has therefore become a widespread need – and one that can also lead to early identification of anomalies and predictive maintenance: two important activities to […]


VenTTracker is an anomaly detection system for windows to help ensure proper ventilation

Within an industrial setting, being able to determine if and/or when a machine malfunctions is vital to maintaining safety and uptime. This challenge is what prompted a maker who goes by javagoza on element14 to enter into their Design for a Cause 2021 contest with his device, which he calls the VenTTracker. At its heart, the VenTTracker uses an Arduino […]