Fuente: Wipo "Sensorization" In embodiments of the present invention improved capabilities are described for a monitoring system for data collection in an industrial drilling environment comprising a data collector communicatively coupled to a plurality of input channels, wherein a subset of the plurality of input channels are communicatively coupled to sensors measuring operational parameters from an industrial drilling component; a data storage structured to store a plurality of collector routes and collected data that correspond to the plurality of input channels, wherein the plurality of collector routes each comprise a different data collection routine; a data acquisition circuit structured to interpret a plurality of detection values from the collected data, each of the plurality of detection values corresponding to at least one of the plurality of input channels; a data analysis circuit structured to analyze the collected data from the plurality of input channels to detect an anomalous condition associated with the industrial drilling component; and a data response circuit structured to switch one of the data collection routines from a first data collection routine to a second collection routine based on the detection of the anomalous condition.