智能运维技术在大型能源企业IT基础设施中的适用性研究

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中图分类号：TP39 文献标识码：A 文章编号：2096-4706（2026）06-0156-06

Research on the Applicability of AlOps in IT Infrastructure of Large Energy Enterprises

WANG Guanya （Tianjin Branch of CNOOC Information Technology Co.，Ltd.，Tianjin 300452， China）

Abstract：With the deep integrationof Industry 4.0 and digital transformation，the IT infrastructure operation and maintenance mode is undergoing a paradigm shift from“passive response” to“active prevention”and further to “intelligent autonomy”.This paper focuses onthecomplexand heterogeneous ITenvironmentoflarge energy enterprises，and systematicallanalyzes the technical system and development pathof AIOps （AIOperations）.The research proposesa“dualtrack progressive”evolution model tataful-stack automation platformneeds tobebuiltoovercomeeficiencybottleneks intheshortterm，whileinthelong tem，AIalgorithmsarereliedupon toachievefaultpredictionanddecision-makingclosedloop.Byanalyzingspecialscenariosintheenergyindustry，suchashighlatencyinofshoreoperationsandcompatibilitywith multi-protocol heterogeneous systems， the key value of AIOps in improving system stability （SL A>99.99% ），reducing labor costs （increasing operational efficiency by over 40% ），and supporting business innovation is verified.This study provides a reusable intellgentoperationandmaintenanceframeworkfortraditionalavyassetindustries，hichasimportantpracticalsigifcance for promoting the upgrade of digital infrastructure under the national energy security strategy.

Keywords： AIOps; IT infrastructure; energy industry; automated operation and maintenance; evolution path

0 引言

在“十四五”规划加速推进数字中国建设的背景下，能源行业数字化转型已成为保障国家能源安全的战略支柱。（剩余7021字）