Case-based drilling knowledge management system
View Patent ↗A method has been designed for storing drilling knowledge and experience in a highly structured fashion that permits the user to identify drilling cases that meet user-specified criteria and to retrieve the knowledge and experience relating to those cases. In this way the user is able to retrieve the knowledge and experience learned in cases that are analogous to one or more current cases they are studying.
1. A method of drilling a wellbore, comprising:
obtaining raw drilling data and information which collectively represents captured and stored organizational drilling experience including drilling knowledge and drilling experience;
providing an ontology of defined concepts and relationships which relate to and describe drilling operations;
organizing said raw drilling data and information into a database in accordance with said ontology and in a data processing format;
providing an interface constructed of data processing instructions in a data processing format for receiving operator queries based upon user-specified criteria and for relevant or analogous knowledge or experience as an output in a human-readable format;
loading said database and said interface into at least one data processing system;
receiving at least one user query relating to a particular drilling situation and in user-specified criteria;
utilizing said at least one data processing system to retrieve from said database relevant or analogous drilling knowledge or experience utilizing said ontology and said user-specified criteria;
utilizing said interface to provide said relevant or analogous drilling knowledge or experience to an operator;
utilizing said relevant or analogous drilling knowledge or experience to make drilling decisions during drilling operations.
2. A method of drilling a wellbore, according to claim 1 , wherein said ontology is a descriptive logic.
3. A method of drilling a wellbore, according to claim 1 , wherein said ontology is composed of a plurality of base concepts and base relationships which may be combined to construct more complex concepts and complex relationships.
4. A method of drilling a wellbore, according to claim 1 , wherein said raw drilling information is organized in a subsumption hierarchy.
5. A method of drilling a wellbore, according to claim 1 , wherein said raw drilling information is organized in accordance with at least the following concept categories:
historical experience;
wellbore environment factors; and
downhole equipment.
6. A method of drilling a wellbore, according to claim 5 , wherein said historical experience includes a plurality of factors which describe a particular historical drilling situation and associated outcome.
7. A method of drilling a wellbore, according to claim 5 , wherein said wellbore environment factors include at least one of the following factors:
drilling fluid properties;
rock properties; and
formation attributes.
8. A method of drilling a wellbore, according to claim 5 , wherein said down hole equipment category includes at least one of the following items:
bottomhole assembly components; and
drill bit components.