CPC E21B 33/0355 (2013.01) [E21B 43/00 (2013.01); E21B 47/06 (2013.01); G05B 13/041 (2013.01); E21B 2200/20 (2020.05); E21B 2200/22 (2020.05)] | 17 Claims |
1. A method for controlling surface systems for hydrocarbon reservoirs, comprising:
acquiring data during operation of a surface system that handles fluid using sub-systems;
generating a parameter value for one of the sub-systems using at least a portion of the acquired data and a model that models the sub-system using historical data that comprise operational adjustment data for operational adjustments responsive to conditions, wherein the model generates the parameter value responsive to the acquired data being indicative of a shut-down of flow of the fluid to the sub-system, wherein the model comprises a decision tree model trained via a tiered approach having a first tier, a second tier, and a third tier, wherein the first tier comprises training the decision tree model based on a specification, the second tier comprises training the decision tree model based on the acquired data, and the third tier comprises training the decision tree model to autonomously execute the shut-down of the fluid to the sub-system; and
automatically controlling the one of the sub-systems using the parameter value.
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