Methods and systems for detection in an industrial internet of things data collection environment with frequency band adjustments for diagnosing oil and gas production equipment

A computer-implemented method for data collection in an industrial environment, the method comprising:

• collecting data with a data collector communicatively coupled to a plurality of input channels connected to data collection points operatively coupled to at least one of an oil production component or gas production component;
• storing a plurality of diagnostic frequency band ranges for the at least one of the oil production component or gas production component;
• interpreting a plurality of detection values from the plurality of input channels;
• analyzing the plurality of detection values to determine measured frequency band data and comparing the measured frequency band data to the plurality of diagnostic frequency band ranges, and diagnosing an operational parameter of the least one of the oil production component or gas production component in response to the comparing;
• and
• providing at least a portion of the plurality of diagnostic frequency band ranges to a self-organizing marketplace.

An apparatus for monitoring data collection in an industrial environment, the apparatus comprising:

• a data collector communicatively coupled to a plurality of input channels connected to data collection points operatively coupled to at least one of an oil production component or gas production component;
• a data storage structured to store a plurality of diagnostic frequency band ranges for the at least one of the oil production component or gas production component;
• a data acquisition circuit structured to interpret a plurality of detection values from the plurality of input channels;
• a data analysis circuit structured to analyze the plurality of detection values to determine measured frequency band data and compare the measured frequency band data to the plurality of diagnostic frequency band ranges, and to diagnose the at least one of the oil production component or gas production component in response to the comparison;
• and
• an expert circuit structured to operate at least one of a machine-learning or expert system to provide at least a portion of the plurality of diagnostic frequency band ranges to a self-organizing marketplace.