Hydraulic fracturing job plan real-time revisions utilizing collected time-series data

A computer program product having a series of operating instructions stored on a non-transitory computer-readable medium that directs a data processing apparatus when executed thereby to perform operations to design a hydraulic fracturing (HF) job plan to direct operations of well site equipment of a well, having operations comprising:

• processing a final first data set, wherein the final first data set is computed from a preliminary first data set comprising estimated production values, reporting issues of a production well, and one or more key performance indicators (KPIs);
• processing a time-series data set, wherein the time-series data set is generated from HF pumping data;
• building a predictive model, utilizing a predictive data set comprising one or more of the final first data set and the time-series data set;
• and
• revising the HF job plan, utilizing the predictive model.

A system to revise a first hydraulic fracturing (HF) job plan for directing operations of well site equipment for a well, comprising:

• a data analyzer, operable to generate cleaned data sets by analyzing, cleaning, correcting, and removing outlying data elements from each of received data sets;
• a feature selector, operable to identify features utilizing a received job plan objective wherein the features affect the job plan objective, and wherein the features are identified in the cleaned data sets;
• a modeler, operable to build predictive models utilizing the cleaned data sets and the features;
• and
• a HF processor, operable to analyze each of the predictive models, operable to select a final predictive model, and operable to output a revised HF job plan.