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【战略伙伴】设备管理添“AI精兵” ,中广核可靠性数据治理智能体正式上线!

【战略伙伴】设备管理添“AI精兵” ,中广核可靠性数据治理智能体正式上线!

中广核30台机组已积累324堆年运维经验,在各生产系统沉淀了维修通知单、工单、改造替代、QDR/DER、技术问题、值长日报、经验反馈等超1200万份宝贵报告资料。如何高效盘活这些数据资产,精准提取设备全生命周期履历信息,萃取其中蕴含的专家故障分析与处置经验,推动运维知识向可复用能力转化,成为我们持续探索的方向。

如今,这一探索已取得突破性成果。中广核苏州热工院和智科公司、群厂联合研发的“可靠性数据治理智能体”历经6个月的试运行优化,近日正式上线启用,它如同一位不知疲倦的“AI精兵”,既能24小时不间断分门别类整理运维数据,又可实现秒级响应,为工程师提供专业建议。

01

“智能标注”练就火眼金睛,让部件故障模式自动迭代优化

依托集团大数据中心,打通了群厂48套业务系统,汇集了1200万份报告数据,解决了数据孤岛问题。在此基础上,可靠性数据治理智能体通过“设备+管理流程+时间”线索,自动对SAP维修通知单、SAP维修工单、QDR、DER、技术问题、IOER等报告进行智能分组,精确还原每一个故障从发生→决策→维修→分析→改进的全流程全貌。然后,从分析报告中精准标注设备、部件、故障模式等关键信息,所有标注结果“原文高亮、秒级溯源”,确保每一条结论有据可查、全程可追溯。数据治理智能体彻底替代了人工逐条整理、逐项标注的繁琐工作!更关键的是,它还自带“学习能力”,遇到新的故障模式时,会自动提醒专家核实,一经确认,即刻迭代更新故障模式知识库。

02

“智能问答”从1天到1分钟,工程师不再为找数据发愁

面对历史故障案例,“智能溯源”一键生成故障履历,提供可视化事件图谱,设备故障的来龙去脉一目了然,工程师告别“大海捞针”式查找。面对每日新增异常,“智能问答”一键分析总结历史经验,给出异常设备信息、设备运维历史、群厂经验反馈、可能故障原因、推荐处理措施,还能自动生成专业分析报告。原本需要“一整天”完成的工作,现在“1分钟内”即可搞定,台山一线工程师刘旭朝表示:“以前找一份故障履历要翻遍好几个系统,现在一键就能获取所有信息,还能得到专业建议,大大节约了时间,让我们能更专注于设备管理的核心工作。”

03

“故障统计”变身知识参谋,让数据驱动管理措施闭环迭代优化

数据治理智能体不只是“数据整理员”,更是专业的“故障知识参谋”。它能从海量故障案例中挖掘规律,构建起“故障发现→模式识别→原因分析→整改落实→效果验证→经验沉淀”的闭环故障管理模式。通过这套模式,典型故障案例、共性问题规律都能转化为标准化的管理举措,让设备管理经验从“个人积累”变成“集体共享”,实现了从“解决单个故障”到“预防一类故障”的升级,持续提升设备可靠性。

“核电运维数据类别繁杂、专业术语密集、数据标准化程度低,初期我们经常遇到数据标注偏差、跨系统数据无法融合的问题,团队成员敏捷调优算法模型,6个月累计验证超10万条数据,成功取得了部件拆解与故障模式标准化、非结构化数据智能解析、跨系统数据智能融合、故障模式智能识别四大核心技术突破。”项目研发负责人杨小虎说道。可靠性数据治理智能体的上线应用,不仅标志着中广核设备运维数据治理迈入智能化新阶段,更为核电行业运维数据治理提供了可复制、可推广的智能化解决方案,为推动核电行业数字化、智能化转型注入了新活力。

接下来,这员“AI精兵”将持续迭代升级,深挖1200万份运维报告数据价值,为运行新增异常智能分析、维修工单智能准备、计划智能定级分票等更多场景赋能,为核电安全稳定运行筑牢智能防线。

更多老铁还关注

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关于召开“2026年氢冶金大会”的通知

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重要利好!央行、国家发展改革委、财政部联合印发《关于扩大科技创新和技术改造贷款投放进一步支持设备更新的通知》

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【战略伙伴】风车的“脊梁骨”,永钢给它换上了“中国造”!

● 内容来源:中广核

● 版权说明:版权归原作者所有,如有侵权请联系删除;文章内容属作者个人观点,不代表本院观点和立场。转载请注明来源;文章内容如有偏颇,敬请各位指正;如标错来源,请跟我们联系。

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冶金工业信息标准研究院成立于1963年,现为国务院国有资产监督管理委员会举办的事业单位,是国内唯一集冶金标准化服务、信息研究、媒体宣传、综合咨询于一体的专业化科研机构。

冶金工业信息标准研究院拥有一支包括标准研制、综合咨询、信息研究、媒体宣传、知识产权服务、数据库建设等专业人才的高层次专家队伍。专业技术人员占总职工人数的89%,其中,高级以上职称人员占53%。承担过多项863、973、国家科技支撑计划、国家重点研发计划等研究项目,获得过省部级以上奖励207次,其中国家科学技术进步奖二等奖2项,三等奖2项,7项科研成果在全国科学大会上受到表彰。

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  1. CONNECT:[ UseTime:0.001846s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000832s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.004252s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.205857s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001761s ]
  6. SELECT * FROM `set` [ RunTime:0.000503s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001243s ]
  8. SELECT * FROM `article` WHERE `id` = 626754 LIMIT 1 [ RunTime:0.000900s ]
  9. UPDATE `article` SET `lasttime` = 1778972969 WHERE `id` = 626754 [ RunTime:0.058705s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000616s ]
  11. SELECT * FROM `article` WHERE `id` < 626754 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.062158s ]
  12. SELECT * FROM `article` WHERE `id` > 626754 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.013931s ]
  13. SELECT * FROM `article` WHERE `id` < 626754 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.139603s ]
  14. SELECT * FROM `article` WHERE `id` < 626754 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.004624s ]
  15. SELECT * FROM `article` WHERE `id` < 626754 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.048848s ]
1.922388s