摘要
该文引入人工智能方法和技术,设计了隧道施工期间掌子面地下水智能判识实验。依托科研成果,搭建了包括地下水模拟单元、隧道掌子面模拟单元、地下水视频采集分析单元的实验系统,开展了基于视频智能分析技术的地下水自动解析,重构了地下水三维形态,采集了地下水流量、流速和水头高度等动力学参数。该实验能使学生掌握人工智能在隧道工程中的应用方法和流程,锻炼动手操作能力,激发科学探索兴趣。
In this paper,artificial intelligence method and technology are introduced to design the intelligent identification experiment of tunnel face groundwater during tunnel construction.Relying on scientific research achievements,the experimental system including groundwater simulation unit,tunnel face simulation unit and groundwater video acquisition and analysis unit was built,the automatic analysis of groundwater based on video intelligent analysis technology was carried out,the three-dimensional shape of groundwater was reconstructed,and the dynamic parameters such as groundwater flow,velocity and head height were collected.The experiment enables students to master the application method and process of artificial intelligence in tunnel engineering,exercise their hands-on operation ability and stimulate their interest in scientific exploration.
作者
童建军
易文豪
王明年
赵思光
程海兵
刘琛
TONG Jianjun;YI Wenhao;WANG Mingnian;ZHAO Siguang;CHENG Haibing;LIU Chen(Key Laboratory of Transportation Tunnel Engineering,Ministry of Education,School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China)
出处
《实验技术与管理》
CAS
北大核心
2022年第6期157-161,共5页
Experimental Technology and Management
基金
国家自然科学基金资助项目(51878567,51878568)
中国国家铁路集团有限公司科技研究开发计划重大课题(K2018G014,K2020G035)
西南交通大学本科教育教学研究与改革项目(20201003-02)。
关键词
地下水视频
流量
流速
水头高度
智能判识
groundwater video
flow
flow rate
head height
intelligent identification