天然气勘探与开发2025，Vol.48Issue(3)：124-133,10.DOI:10.12055/gaskk.issn.1673-3177.2025.03.013
页岩气地质工程一体化数据分析平台建设与实践
Construction and application of an integrated shale gas geology-engineering data analysis platform
摘要
Abstract
Information technology is expected to be introduced into the efficient development of unconventional hydrocarbon resources,and the sharing and analysis of professional data in shale gas geology-engineering integrated researches.Therefore,an integrated shale gas geology-engineering data analysis platform(hereinafter referred to as the integrated platform)has been constructed by using the data cube model together with the Business Intelligence(BI)tool for data management.The research results show that,(i)a data collection area is established to serve as a data source,enabling the integrated platform to achieve the unified collection and storage of various professional data on shale gas;(ii)a data asset area is built to provide a professional data warehouse encompassing the exploration and development data model(EPDM)and the business wide table,which helps obtain high-quality data as the foundation for data cube construction;(iii)a series of data cubes that support multi-scenario applications are constructed to unify the indicator coverage,providing data support for scenario applications;(iv)a core indicator dashboard is designed to visually display various key indicators,by which several reusable data dashboard components and specific functional modules can be formed to provide support for scenario applications;and(v)professional application scenarios involving drilling,fracturing,flowback,and production performances,etc.,are established to form business subject domains,thus creating a comprehensive research and production management system.It is concluded that the integrated platform can conveniently and visually display multi-dimensional data,rapidly respond to the user's query requirement,and keep data closed while dimensional switching.The research findings provide not only a technical support to shale gas geology-engineering integrated studies but also a reference for construction of similar BI application platforms.关键词
页岩气/地质工程一体化/数据立方体/数据汇集/数据服务/数据看板/BI工具Key words
Shale gas/Geology-engineering integration/Data cube/Data collection/Data service/Data dashboard/BI tool引用本文复制引用
任静思,代崇云,张月钰,刘军,李琴,孔德蔚然,段霁轩,罗昱暄,段洋,贾艳芬..页岩气地质工程一体化数据分析平台建设与实践[J].天然气勘探与开发,2025,48(3):124-133,10.基金项目
中国石油西南油气田分公司科学研究与技术开发项目(编号:2024D109-01-07). （编号:2024D109-01-07）
