Data preprocessing system module used to improve predictive engine accuracy
US12229138B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Dec 16, 2020 |
| Grant date | Feb 18, 2025 |
| Priority date | — |
| Expiry date | Nov 30, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F18/15
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An apparatus used to provide preprocessed variables to a predictive engine. The predictive engine generates predictive results, based on the variables, to automate well site operations. The apparatus comprises an analysis module, a pattern recognition module, and a library module. The analysis module identifies a well site operation by examining a well site operation variable, determines categories and standard operating procedures associated with the categories using the well site operation and a-priori information, and searches a library of historical information using the categories. The historical information comprising classified procedures and recommendations of historic well site operations. The pattern recognition module identifies a pattern using a statistics based algorithm. The algorithm uses the standard operating procedures, the categories, and the classified procedures and recommendations. The pattern indicating a deviation in the standard operating procedure. The library module classifies the well site operation variables and stores the classified variables.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.