Nanoprecise has created a unique 6in1 IoT sensor named the MachineDoctor. This IoT sensor is integrated with advanced analytics software that is driven by ML/AI algorithms. It records the real-time RPM, sound, vibration, temperature, humidity, and other key parameters of the machine to detect anomalies in near real time to predict the remaining useful life (RUL) of the component empowering plant operators or end-users to manage decisions that may cause major damage or unplanned downtime.
Source: https://www.helpnetsecurity.com/2021/05/07/nanoprecise-sensata/