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烟草制造业务系统智能运维平台的设计与应用

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随着国家"两化融合"战略的提出和实施,烟草企业积极响应并进行全面的信息化建设,信息技术在烟草企业的深入发展,信息化业务系统以及数据量呈指数态势上升,同时烟草企业内部各个业务系统相对独立,在系统间缺乏有效的数据共享和协同,存在系统竖井的问题,业务端与设备端运维缺乏有效的协同支持,为运维人员的日常工作带来了很大的挑战.本文研究智能运维在烟草企业的落地场景,通过应用性能指标异常智能化分析、系统故障的智能化判断与辅助、日志集中管理与分析以及系统性能容量预测四大场景,设计以烟草制造业务与IT资源双稳定为运维视角的智能运维平台.
Design and Application of Intelligent Operations and Maintenance Platform for Tobacco Manufacturing System
With the implementation of the national"Integration of Informatization and Industrialization"strategy,to-bacco enterprises have actively responded and carried out comprehensive information construction,deeply integrating internet,cloud computing,big data and other technologies with the tobacco industry.As informati technology contin-ues to develop in tobacco enterprises,the business systems and data volume of informatization are increasing exponen-tially.At the same time,various business systems within tobacco enterprises are relatively independent,lacking effec-tive data sharing and collaboration between systems,and there are problems of system silos.The lack of effective col-laborative support between the business end and equipment end operation and maintenance brings great challenges to the daily work of operation and maintenance personnel.This article studies the landing scenario of Artificial Intelli-gence for IT Operations in tobacco enterprises.The Artificial Intelligence for IT Operations platform based on the dual stability of tobacco manufacturing business and IT resources is designed through the application of four scenarios:intel-ligent analysis of abnormal performance indicators,intelligent judgment and assistance of system failures,centralized log management and analysis,and prediction of system performance capacity.

tobacco enterpriseintelligent operations and maintenancebig data technologyanomaly detectionca-pacity prediction

董惠良、姜学峰、汪炎平

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浙江中烟工业有限责任公司,杭州 310002

烟草企业 智能化运维 大数据技术 异常检测 容量预测

2024

科技通报
浙江省科学技术协会

科技通报

CSTPCDCHSSCD
影响因子:0.457
ISSN:1001-7119
年,卷(期):2024.40(5)
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