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压裂工程智能预警模块建设与应用

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围绕高效勘探开发和智能油气田建设的目标,介绍了压裂工程智能预警模块的设计,以正常施工特征集、异常数据知识库、标准规程等压裂专业资料为基础,采用大数据监测技术、预警计算分析模型,初步实现压裂工程预警和方案优化,形成数据驱动增产模式.在某工区的示范推广应用取得了良好效果,为国内压裂生产数字化提供借鉴.
Construction and Application of Intelligent Early-warning Module in Fracturing Engineering
Focusing on target of efficient exploration and development,and intelligent oil and gas field construction,the design of intelligent early-warning module for fracturing engineering is introduced.Based on professional fracturing data such as normal construction feature set,abnormal data knowledge base and standard procedures,the early warning and program optimization of fracturing engineering are initially realized,a data-driven production stimulation model is formed by applying big data monitoring technology,early-warning calculation and analysis model.The demonstration and application in one area have achieved good results,which provides reference for the digitalization of domestic fracturing production.

fracturing engineeringbig dataintelligent early-warning moduletime series time domain analysis algorithm

梅舜豪

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江汉石油工程公司信息化管理中心,湖北武汉 430010

压裂工程 大数据 智能预警模块 时间序列时域分析算法

国家自然科学基金

62173049

2024

石油化工自动化
中国石化集团宁波工程有限公司 全国化工自控设计技术中心站 中国石化集团公司自控设计技术中心站

石油化工自动化

影响因子:0.527
ISSN:1007-7324
年,卷(期):2024.60(3)
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