Periodic predictive drilling based on active and historic data

A non-transitory, computer-readable medium having instructions stored thereon that are executable by a processor to perform operations comprising:

• receiving active data of a number of time series datasets for different attributes of an active drilling operation of an active well, for a previous time period having a defined length of time;
• retrieving historic data, that corresponds to the active data, of the number of attributes for offset drilling operations of a number of selected reference wells;
• selecting a subset of the historic data that satisfies a relevancy threshold based on relevancy to the active data, wherein the selecting is based on similarities between the number of time series datasets in the active data and the historic data;
• and
• creating a predictive composite logging, for a future time period, that includes a number of predictive times series datasets for at least a portion of the different attributes based on the selected subset of the historic data.

A system comprising:

• a drill string to drill an active well as part of an active drilling operation, wherein the drill string comprises a bottom hole assembly that includes a downhole tool to detect active data of at least one attribute of a number of attributes of the active drilling operation;
• a logging device to receive active data of the number of attributes of the active drilling operation;
• a storage device to store,
• an active data collection database that includes the active data of the number of attributes of the active drilling operation in the active data collection database;
• and
• a historic data collection database that includes historic data of the number of attributes for reference drilling operations of a number of selected reference wells;
• a processor;
• and
• a computer-readable medium having instructions stored thereon that are executable by the processor to cause the processor to perform operations comprising:
• selecting a subset of the historic data that satisfies a relevancy threshold based on relevancy to the active data, wherein the selecting is based on similarities between the number of time series datasets in the active data and the historic data;
• and
• creating a predictive composite logging, for a future time period, that includes a number of predictive times series datasets for at least a portion of the number of attributes based on the selected subset of the historic data.