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[1]刁洪涛,虞维超,王凯鸿,等.天然气管网运行数据应用平台建设[J].油气储运,2024,43(10):1-13.
　Hongtao Diao,Weichao Yu,Kaihong Wang,et al.Construction and Application of Natural Gas Pipeline Operational Data Application Platform[J].Oil & Gas Storage and Transportation,2024,43(10):1-13.

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天然气管网运行数据应用平台建设

《油气储运》[ISSN:1000-8241/CN:13-1093/TE] 卷: 43 期数: 2024年10期页码: 1-13 栏目: 出版日期: 2024-10-25

Title:: Construction and Application of Natural Gas Pipeline Operational Data Application Platform

作者:: 刁洪涛; 虞维超; 王凯鸿; 苏怀; 张轶; 杨兆铭

Author(s):: Hongtao Diao; Weichao Yu; Kaihong Wang; Huai Su; Yi Zhang; Zhaoming Yang

关键词:: 天然气管网; 运行数据; 应用平台; 油气调控中心; 数据挖掘; 数据价值

Keywords:: Natural Gas Pipeline Operational Data Application Platform; PipeChina Oil &; Gas Control Center; Data Mining; Data Value

分类号:: TE832

文献标志码:: A

摘要:: [目的]为充分挖掘天然气管网运行数据价值，解决管网运行数据价值密度低、数据源异构性强、数据采集汇聚不全面、流通共享不充分、开发应用不深化、治理安全短板突出等问题，国家管网集团油气调控中心自主开展了天然气管网运行数据应用平台建设。[方法]该平台充分利用自动化数据采集和关键设备远程控制技术，通过关系型数据库完成底层数据结构的搭建，实现对天然气管网运行态势的全景感知；研发具有底层统一特征的数据交换技术来挖掘管网运行数据价值、优化运行数据结构、整合管网运行数据资产。此外，该平台进一步优化了生产运行数据的展示界面，极大降低了数据查询相关操作量，可协助运行管理和分析人员快速掌握管网实时生产信息、运行情况及历史数据，并采用深度学习算法和特征增强技术开展了天然气管网关键气量预测。[结果]天然气管网运行数据应用平台的建成促进了SCADA数据、管道中间数据、生产运行管理数据、台账报表、仿真优化数据的交互共享，形成了管网系统物理参数数据库，实现了多源-多尺度高维数据共享规范应用并提高了数据利用水平。[结论]天然气管网运行数据应用平台的高效利用可以显著提升国家管网集团油气调控中心的数据应用水平，增强管网管控和应急保供能力，助力集团公司数字化转型和“智慧管网、智能管道及智能调控”建设。

Abstract:: [Objective]In order to fully tap into the value of natural gas pipeline network operation data, solve the problems of low value density of pipeline network operation data, strong heterogeneity of data sources, incomplete data collection and aggregation, insufficient circulation and sharing, insufficient development and application, and prominent governance security shortcomings, the Oil and Gas Control Center of the National Pipeline Network Group has independently carried out the construction of a natural gas pipeline network operation data application platform.[Methods] This platform fully utilizes automated data collection and remote control technology for key equipment, and builds the underlying data structure through a relational database to achieve panoramic perception of the operation status of the natural gas pipeline network; Develop data exchange technology with underlying unified features to explore the value of pipeline operation data, optimize the structure of operation data, and integrate pipeline operation data assets. [Results]The establishment of the natural gas pipeline network operation data application platform has promoted the interaction and sharing of SCADA data, pipeline intermediate data, production operation management data, ledger reports, and simulation optimization data, forming a physical parameter database for the pipeline network system, realizing the standardized application of multi-source multi-scale high-dimensional data sharing, and improving the level of data utilization.[Conclusion]The efficient utilization of the natural gas pipeline network operation data application platform can significantly improve the data application level of the National Pipeline Group Oil and Gas Control Center, enhance pipeline management and emergency supply guarantee capabilities, and help the group company's digital transformation and the construction of "smart pipeline network, intelligent pipeline and intelligent control".

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更新日期/Last Update: 2024-07-31