AUTOMATIC CLASSIFICATION OF DRILLING REPORTS WITH POTENTIAL NATURAL LANGUAGE PROCESSING

摘要

The present invention provides computer readable systems, methods and media for automatically classifying drilling reports with advanced natural language processing. A method may involve obtaining drill reports associated with respective drilling or well operation activities and, based on drilling reports, generating a plurality of word vectors, each word vector of the plurality of word vectors representing a respective word in the drill reports. The method may further involve cutting the sentences of the drilling reports into respective words and, for each sentence, identifying respective word vectors from the plurality of word vectors, the respective word vectors corresponding to the respective words associated with each word. the phrase. The method may involve classifying, through a neural network, sentences of a drill report into at least one of respective events, respective symptoms, respective actions, and respective results. The method can also classify the phrases according to any set of labels of interest.