A METHOD OF TRAINING NEURAL NETWORK MODELS AND USING SAME FOR DRILLING WELLBORES

摘要

A method of creating and using a neuralnetwork model for wellbore operations is disclosed. Themethod, in one aspect, may include defining a pluralityof a wellbore parameter; calculating a plurality of outputvalues of a tool operating parameter using the plurality ofvalues of the wellbore parameter as input to a preexistingmodel; and obtaining a neural network model by usingthe plurality of values of the wellbore parameter and thecalculated plurality of output values of the tool operatingparameter. The neural network may be utilized for anysuitable wellbore operation, including in conjunction witha drilling assembly for drilling a wellbore.