Identifying and Removing Sets of Sensor Data from Models

A system comprising:

• one or more processing units;
• and
• one or more memory units coupled to the one or more processing units, wherein:
• the one or more memory units are configured to store instructions,
• the one or more processing units are configured to execute the instructions causing the system to perform operations comprising:
• receiving a request to remove a contribution of a targeted sensor data set from a construction of a model, wherein:
• the targeted sensor data set is from a plurality of sensor data sets,
• each of the plurality of sensor data sets is associated with sensors monitoring industrial systems;
• the model is constructed at least in part from the plurality of sensor data sets, and
• each of the plurality of sensor data sets is tagged with at least one unique accession identifier;
• identifying an accession identifier associated with the targeted sensor data set;
• and
• modifying the construction of the model to remove the contribution of the targeted sensor data set based at least in part on identifying the accession identifier associated with the targeted sensor data set.

At least one non-transitory, machine-accessible storage medium having instructions stored thereon, wherein the instructions are configured, when executed on a machine, to cause the machine to perform operations comprising:

• receiving a request to remove a contribution of a targeted sensor data set from a construction of a model, wherein:
• the targeted sensor data set is from a plurality of sensor data sets,
• each of the plurality of sensor data sets is associated with sensors monitoring industrial systems;
• the model is constructed at least in part from the plurality of sensor data sets, and
• each of the plurality of sensor data sets is tagged with at least one unique accession identifier;
• identifying an accession identifier associated with the targeted sensor data set;
• and
• modifying the construction of the model to remove the contribution of the targeted sensor data set based at least in part on identifying the accession identifier associated with the targeted sensor data set.