Fuente: Wipo "Sensorization" Systems, methods and apparatus for monitoring data collection are disclosed. A system according to one disclosed non-limiting embodiment of the present disclosure can include a plurality of input sensors operatively coupled to a component in a power station, the plurality of input sensors communicatively coupled to a data collector having a controller, the controller including: a data collection band circuit structured to determine a collection parameter for at least one of the plurality of sensors from which to process output data, and a machine learning data analysis circuit structured to receive output data and learn output data patterns indicative of a state of the power station, wherein the monitoring system adjusts an operating parameter of a component of the power station based on one of a mismatch or a match of the output data pattern and the state of the power station.