| CPC E21B 43/121 (2013.01) [E21B 47/008 (2020.05); E21B 2200/20 (2020.05)] | 16 Claims |
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1. A system for oil and gas production, the system comprising:
a drilling, pipeline, or power quality equipment;
a sensor associated with the drilling, pipeline, or power quality equipment; and
a storage device having instructions stored thereon that, when executed by one or more processors, cause the one or more processors to perform operations comprising:
receiving first data from the sensor, the first data indicating a parameter of the drilling, pipeline, or power quality equipment;
determining whether the drilling, pipeline, or power quality equipment is experiencing an event condition based on the first data;
generating one or more potential corrective actions responsive to a determination that the drilling, pipeline, or power quality equipment is experiencing the event condition, the one or more potential corrective actions each comprising controlling operation of a fluid transfer device, resulting in a change to the parameter of the drilling, pipeline, or power quality equipment, and generating the one or more potential corrective actions comprises:
determining a severity associated with the event condition,
inputting the severity of the event condition and a type of the event condition to a model of the system, and
selecting, from an output of the model, the one or more potential corrective actions, wherein the output of the model is a Gaussian distribution of potential actions;
calculating a reward value for each of the one or more potential corrective actions;
identifying a first corrective action of the one or more potential corrective actions with a largest or a most positive reward value;
controlling the fluid transfer device to implement to the first corrective action comprising sending a first control signal to the fluid transfer device, wherein the first corrective action comprises at least one of increasing a drive frequency of the fluid transfer device, adjusting a choke position of the fluid transfer device, or reversing a rotational direction of an impeller of the fluid transfer device;
determining whether the drilling, pipeline, or power quality equipment is experiencing a subsequent event condition; and
controlling the fluid transfer device to implement a subsequent corrective action comprising sending a second control signal to the fluid transfer device, the subsequent corrective action based on at least a set of subsequent data received from the sensor and the first corrective action.
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