| CPC E21B 47/13 (2020.05) [E21B 43/114 (2013.01); E21B 43/11852 (2013.01); E21B 43/121 (2013.01); G06N 3/084 (2013.01); G06Q 10/1097 (2013.01); G06Q 50/02 (2013.01)] | 17 Claims |
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1. A method, comprising:
obtaining, by a computer processor, well operation data regarding a plurality of well operations for a well delivery, wherein the plurality of well operations are performed by a plurality of service entities at a first well site;
determining, by the computer processor, a contribution weighting factor using a machine-learning model and the well operation data, wherein the contribution weighting factor corresponds to a contribution of a first service entity among the plurality of service entities toward the well delivery;
determining, by the computer processor and using the contribution weighting factor and an adjusted weighting factor, a first plurality of performance indicator values for the first service entity, wherein the adjusted weighting factor is a weighting factor that is modified based on a size of the contribution weighting factor; and
transmitting, by the computer processor and based on the first plurality of performance indicator values, a first command to a second well site to change the first service entity to a second service entity for performing one or more well operations,
wherein the plurality of well operations are selected from a group consisting of:
inserting a casing into a wellbore at the first well site;
pumping cement slurry into the wellbore and cementing the casing;
producing a predetermined perforation at one or more locations within the wellbore using a bullet gun perforation technique, an abrasive perforation technique, or a water jet perforation technique;
pumping a gravel slurry between the casing and a side of the wellbore; and
installing a production tree on a wellhead of the wellbore.
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