信创背景下基于大模型的机场智能运维系统建设研究
Research on the Construction of Airport Intelligent Operation and Maintenance System Based on Large Models under the Background of Information and Innovation
陈翰 1王健 1陶欣 1张新华 1刘凤陵 1穆浩泽1
作者信息
- 1. 青岛民航凯亚系统集成有限公司,山东 青岛 266000
- 折叠
摘要
针对在信创背景下机场运维场景存在的基础设施分散、运维手册繁杂、运维效率较低的问题,本研究基于当前热门的大模型技术,围绕机场运维场景问题,探索了机场运维专有大模型定向训练优化方法,提出了基于大模型技术的机场智能运维系统的构建方法;通过对大模型训练、机场智能运维系统构建方法的论述,论证随着大模型能力的不断发展,基于大模型的机场智能运维系统将会成为未来发展的重要方向.
Abstract
In response to the problems of scattered infrastructure,complex operation and maintenance manuals,and low efficiency in airport operation and maintenance under the background of information and innovation,this study explores the optimization method of targeted training for airport operation and maintenance proprietary large models based on current popular large model technology,and proposes a construction method for an airport intelligent operation and maintenance system based on large model technology.By discussing the training of large models and the construction methods of airport intelligent operation and maintenance system,it is demonstrated that with the continuous development of large model capabilities,airport intelligent operation and maintenance systems based on large models will become an important direction for future development.
关键词
机场运维/大模型/信息化Key words
airport operation and maintenance/large model/informatization引用本文复制引用
出版年
2024
NETL
NSTL
万方数据