Abstract
This project aims to characterize the conditions considered normal for operation, obtaining patterns that represent the electrical submersible pump (ESP) operation without anomalies, that is, the case considered "healthy."Even in a normal situation, operating data may present recording problems such as time segments in which data was not stored, loss of information from specific sensors f…