Systems for data collection and storage including network evaluation and data storage profiles

A system for data collection in an industrial environment comprising:

• a sensor communication circuit structured to interpret a plurality of sensor data values;
• a sensor data storage profile circuit structured to determine a data storage profile, the data storage profile comprising a data storage plan for the plurality of sensor data values;
• a network coding circuit structured to provide a network coding value in response to the plurality of sensor data values and the data storage profile;
• and
• a sensor data storage implementation circuit structured to store at least a portion of the plurality of sensor data values in response to the data storage profile and the network coding value, wherein the network coding circuit is further structured to provide the network coding value such that the sensor data storage implementation circuit stores a first portion of the plurality of sensor data values utilizing a first network coding value, and a second portion of the plurality of sensor data values utilizing a second network coding value.

A system for data collection in an industrial environment comprising:

• a sensor communication circuit structured to interpret a plurality of sensor data values;
• a sensor data storage profile circuit structured to determine a data storage profile, the data storage profile comprising a data storage plan for the plurality of sensor data values;
• a network coding circuit structured to provide a network coding value in response to the plurality of sensor data values and the data storage profile;
• and
• a sensor data storage implementation circuit structured to store at least a portion of the plurality of sensor data values in response to the data storage profile and the network coding value, wherein the network coding value comprises at least one of a value selected from a group of values comprising:
• a network type selection, a network selection, a network coding selection, a network timing selection, a network feature selection, a network protocol selection, a packet size selection, and a packet ordering selection.

A system for data collection in an industrial environment comprising:

• a sensor communication circuit structured to interpret a plurality of sensor data values;
• a sensor data storage profile circuit structured to determine a data storage profile, the data storage profile comprising a data storage plan for the plurality of sensor data values;
• a network coding circuit structured to provide a network coding value in response to the plurality of sensor data values and the data storage profile;
• and
• a sensor data storage implementation circuit structured to store at least a portion of the plurality of sensor data values in response to the data storage profile and the network coding value, wherein the network coding circuit is further structured to adjust the network coding value to provide an intermediate network coding value, to compare a performance indicator corresponding to each of the network coding value and the intermediate network coding value, and to provide an updated network coding value in response to a comparison of the performance indicator for the network coding value and the intermediate network coding value.