TY - JOUR
AU - 
AB - A beam or a sucker rod pump is an artificial-lift pumping system using a surface power source to drive a downhole pump assembly. A beam and crank assembly creates reciprocating motion in a sucker-rod string that connects to the downhole pump assembly. The pump contains a plunger and valve assembly to convert the reciprocating motion to vertical fluid movement. A dynamometer is a diagnostic device used on sucker rod pumped wells that measures the load on the top rod and plots this load in relation to the polished rod position as the pumping unit moves Corresponding Author: through each stroke cycle. The analysis of the dynamometer card data has valuable Sayed Ali Sharaf insights on the status of the pump and indicates if future actions are needed. This Received: 18 September 2018 study was done using artificial neural networks, a subset area of machine learning, Accepted: 10 October 2018 for categorizing beam pump operating conditions based on dynamometer card data Published: 15 October 2018 to provide a planning horizon for future operational and facility actions. Publishingservicesprovidedby KnowledgeE Keywords: Artificial Intelligence, Beam Pump, Big Data, Convolutional Neural Sayed Ali Sharaf. This article Network, Deep Learning, Sucker Rod is distributed under 
TI - Beam Pump Dynamometer Card Prediction using Artificial Neural Networks
JF - KnE Engineering
DO - 10.18502/keg.v3i7.3083
DA - 2018-10-15
UR - https://www.deepdyve.com/lp/unpaywall/beam-pump-dynamometer-card-prediction-using-artificial-neural-networks-ssQr513YoT
DP - DeepDyve
ER -