Abstract:
To promote the digital and intelligent development of the oil and gas industry, an automatic data analysis scheme is proposed to solve the problems of large amounts of dr...Show MoreMetadata
Abstract:
To promote the digital and intelligent development of the oil and gas industry, an automatic data analysis scheme is proposed to solve the problems of large amounts of drilling data, mainly relying on manual analysis and process duplication. This article focuses on a tool information processing program created by NI DIAdem, which automatically analyzes and identifies the tool's status based on input data and can generate reports. The designed program can import data from different file formats, convert it to a unified standard format, and store it in DIAdem. According to the characteristics of the data, the program will use the established classification model based on logistic regression to screen and classify the data and then process the data according to the predefined mathematical way. Finally, the processing results will be saved in the preset report to achieve the effect of data visualization and decision-making aid and improve work efficiency.
Published in: 2023 5th International Conference on Intelligent Control, Measurement and Signal Processing (ICMSP)
Date of Conference: 19-21 May 2023
Date Added to IEEE Xplore: 12 July 2023
ISBN Information: