Availability analysis method of offshore facility

摘要

A method for predicting production availability of offshore facilities according to an embodiment of the present invention comprises the steps of configuring a data set by defining data characteristics and labels for predicting production availability, from a RAM research model of an existing designed offshore facility. The step of outputting the defined data characteristics and labels in a table form, performing simulation repeatedly while partially changing the values of the data characteristics of the RAM research models, and converting the repeatedly performed data characteristics and labels into virtual data in the form of a table Generating as a set, generating big data by collecting the generated data set, and obtaining a functional expression in which the correlation between the data characteristic and the label is functionalized by performing machine learning analysis using the generated big data And generating a production availability prediction model using the obtained functional equation to input data characteristics of the offshore facility and output a label, and use the generated production availability prediction model as a RAM of a new production facility. And outputting the production availability of the new production facility by applying it to the study.