Intelligent pumping methods, devices, equipment, and media based on oil well production prediction

Abstract

This disclosure presents an embodiment of an intelligent pumping method, apparatus, device, and medium based on oil well production prediction. One specific implementation of the method includes: in response to receiving a pumping signal from an intelligent pumping device, acquiring historical production data sequences and structured oil well parameter data; constructing a production prediction vector; constructing a production prediction matrix; performing production probability prediction processing on the production prediction matrix and the historical production data sequences; performing data filtering processing on the historical production data sequences; performing production prediction processing on the production prediction matrix and the target production data sequences; generating an oil well production prediction data sequence; and controlling the intelligent pumping device to execute intelligent pumping tasks. This implementation can reduce the hardware wear rate of the intelligent pumping device and reduce unnecessary power consumption.

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