2021 BRN Discussion, page-12113

While reading through Tata Elxsi website came across below - for vibration analysis using edge AI - hope its Akida development kit....

Edge AI driving digital transformation
In the industrial sector, to witness how useful Edge AI could be, consider all the machines as Edge nodes working around the clock, which would result in high chances of wear and tear. It might even break down at some point in time, resulting in loss of production. In such a case, each machinery can be thought of as an Edge device, with an Artificial Intelligence enabled chip trained to continuously monitor the working condition of the machine based on specific parameters gathered through sensors. If an abnormality is noticed, the controller can trigger an alarm suggesting maintenance requirements.Such predictive analytics in a factory environment will be crucial to reduce the downtime and allow proper planning and scheduling of the maintenance activity. Real-time analytics and the ability to analyse the device’s contextual information locally enable the machine to provide actionable insights and enhance its own lifetime.
https://www.tataelxsi.com/news-and-events/enabling-edge-ai-through-future-ready-software-development-kit