Halliburton Energy Services, Inc.

Moray Lamond Laing

Mahdi Parak

Andreas G Sadlier

Nazaad Baksh

Mukesh Kapila

Matthew Edwin Wise

Nishant Raizada

Jeffery L Grable

Kathleen Mary Hall

A method of generating, at an IIOT device mounted to equipment of a drilling system, a relay variable, a measurement variable, or a control variable and a message having an IP address. Classifying, by application services of a cloud service provider, the relay variable, the measurement variable, or the control variable; identifying a category or a category and sub-category from a plurality of categories and sub-categories based on variable; cataloguing the relay variable, the measurement variable, or the control variable based on the category or the category and the sub-category; selecting from a library of catalogued relay variables, measurement variables, and control variables, at least one selected from a group comprising a parameter and a value; and identifying a pattern using a statistics based algorithm, the statistics based algorithm using a standard operating procedure, the parameter and the value, the pattern indicating a deviation in the standard operating procedure.

Control system for automating drilling operations

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.

Data preprocessing system module used to improve predictive engine accuracy

Aspects of the subject technology relate to systems and methods for predicting dysfunctions in physical systems. A dysfunction codex can be provided that includes a plurality of dysfunction models for predicting one or more dysfunctions in a physical system based on one or more specific contexts of the physical system. The dysfunction codex can be applied by selecting a dysfunction model of the plurality of dysfunction models within the dysfunction codex to apply based on the one or more specific contexts of the physical system. Further, a dysfunction of the physical system can be predicted by applying the dysfunction model to input system data of the physical system to predict the dysfunction of the physical system.

Dynamic drilling dysfunction codex

A method includes receiving an image that includes a wellbore component used during a wellbore operation of a borehole at a wellsite captured by a camera at the wellsite and inputting the image into an image recognition model. The method includes outputting, from the image recognition model, a class representing the wellbore component and inputting the class into a context model. The method includes outputting, from the context model, contextual data related to the wellbore component based on, the class representing the wellbore component, contextual data relating to the wellbore operation, and a type of the wellbore operation. The method includes transmitting the contextual data to a wearable device worn by a user at the wellsite.

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Spring, TX, United States of America

Moray Lamond Laing