Pattern Recognition for Downhole Dynamometer Card in Oil Rod Pump System using Artificial Neural Networks

: 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.

• Type: Journal
• Year: 2009
• Where: ICEIS
• Authors: Marco A. D. Bezerra, Leizer Schnitman, Manuel de A. Barreto Filho, Jose A. M. Felippe de Souza
• Keywords: Artificial Neural Network, Dynamometer Card Pattern, ICEIS 2009, Information Technology, Real Data Base