钻探工程2025，Vol.52Issue(z1)：1-8,8.DOI:10.12143/j.ztgc.2025.S1.001
地质钻探专家决策系统开发与信息化发展路径分析
Development of an expert decision-making system for geological drilling and analysis of informatization pathways
摘要
Abstract
To address challenges in geological drilling engineering,such as non-standardized data acquisition,single-dimensional decision analysis,and insufficient data value utilization,this study proposes an expert decision-making system based on IoT and artificial intelligence(AI)technologies.The system integrates a multi-source data acquisition layer,a hybrid storage architecture,a real-time computing engine,and a visualization frontend,enabling real-time monitoring of drilling parameters,automated operating condition recognition,and expert feedback,with which to enhance drilling safety and operational efficiency while providing robust support for reducing downhole accident rates.Future work will focus on integrating knowledge graph and generative large language model technologies to establish a three-tier intelligent decision-making framework("transparent downhole-smart wellsite-cloud brain"),driving the paradigm shift from"experience-driven"to"data-intelligent"geological drilling.关键词
地质钻探/信息化/数据采集/专家决策/系统开发/发展趋势Key words
geological drilling/informatization/data acquisition/expert decision-making/system development/development trends分类
天文与地球科学引用本文复制引用
尹浩,梁健,张华,马琳,孟义泉,宗泽斌,王跃伟..地质钻探专家决策系统开发与信息化发展路径分析[J].钻探工程,2025,52(z1):1-8,8.基金项目
中国地质调查局地质调查项目"云平台地质调查节点运行维护与网络安全保障(勘探技术所)"(编号:DD20251200126)、"固体矿产高效精准勘探技术及自动化钻探装备升级与应用"(编号:DD20242850) （勘探技术所）
中国地质科学院勘探技术研究所培育基金课题"钻探知识汇聚共享平台与项目全生命周期管理系统开发"(编号:PY202410) （编号:PY202410）
