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This paper presents a study of a new proposal for down-hole dynamometer cards patterns for the automatic fault diagnosis of Sucker Rod Pumping System. The accuracy and quick identification of down-hole problems is essential to the risk decrease and production improvement of the petroleum industry. The main idea is a card recognition through a digital image processing (Fourier Descriptors) and statistical...