2009 · 43 citations · 3 references
ComputingComputer SciencePetroleum EngineeringData MiningFeature EngineeringMachine LearningFault DetectionFlow Feature ExtractionNeural NetworksOil Well TestingPattern RecognitionRepresentation LearningDynamometer AnalysisMachine Learning For DrillingMachine Learning-based ClassificationNeural Network ClassificationNeural Network-based RecognitionPattern Recognition ModelsPump Dynamometer AnalysisRod Pump Systems
Abstract: This paper presents the development of an Artificial Neural Network system for Dynamometer Card pattern recognition in oil well rod pump systems. It covers the establishment of pattern classes and a set of standards for training and validation, the study of descriptors which allow the design and the implementation of features extractor, training, analysis and finally the validation and performance test with a real data base.
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W.E. Gilbert · Drilling and Production Practice · 1936 · 25 citations
Engineering, Petroleum Engineering, Hydraulic Engineering +11