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- W4384789103 abstract "Electrical Submersible Pump (ESP) has deteriorated performance due to free gas in its intake, which may result in two undesirable phenomena: surging and gas lock. In this sense, this work investigates and determines features set — based on ultrasonic and process data — to identify these undesirable phenomena. The experimental data was obtained with a fixed ESP rotational speed (3500 rpm), varying the inlet water flowrate (1 to 60 kg/min) and air flowrate (0.02 to 0.1 kg/h). The ultrasonic measurements were carried out using a 2.25 MHz transducer. Using ultrasonic echo energy and time of flight signals, and the pump discharge pressure, it was possible partitioning the experimental data into two sets using K-means clustering tool. One of these groups is mainly composed of ESP operating points in surging or gas lock conditions, and another predominantly consists of ESP stable conditions." @default.
- W4384789103 created "2023-07-20" @default.
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- W4384789103 date "2023-01-01" @default.
- W4384789103 modified "2023-10-01" @default.
- W4384789103 title "Using ultrasonic and process data to identify surging and gas lock phenomena during ESP operation" @default.
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- W4384789103 doi "https://doi.org/10.1016/b978-0-443-15274-0.50289-4" @default.
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