摘要
为探索水闸工程的智能化管理模式,进一步增强水闸运行管理效率,该文基于人工智能技术设计并实现了水闸的智能值守系统。该系统通过集成水位监测、闸门监控、机组设备监控、视频监控和智能控制等多个子模块,对水闸工程进行全方位感知和控制。系统利用视觉大模型对人员闯入、游泳、钓鱼和漂浮物垃圾等事件类型进行全天候实时监控识别,确保了水闸周边的安全性;并通过声纹模型识别机组设备运行过程中的潜在异常。基于视觉与声纹模型的智能控制,保证了闸门的安全稳定运行,达到了“无人值守,少人值守”的目的。
To explore the intelligent management mode of sluice engineering and further enhance the operation and management efficiency of sluice,this paper designs and implements an intelligent watch system for sluice based on artificial intelligence technology.The system integrates multiple sub-modules such as water level monitoring,gate monitoring,unit equipment monitoring,video surveillance and intelligent control to carry out all-round perception and control of the sluice project.The system uses a large visual model to monitor and identify event types such as personnel intrusion,swimming,fishing,floating objects and garbage in real time around the clock,ensuring the safety around the sluice.The potential anomalies during the operation of the unit equipment were identified through the voiceprint model.The intelligent control based on the visual and voiceprint model ensures the safe and stable operation of the gate and achieves the purpose of“unattended,less manned”.
作者
黄志旺
柯鹏飞
李文通
李函蔚
HUANG Zhiwang;KE Pengfei;LI Wentong;LI Hanwei(Guangdong Research Iustitute of Water Resources and Hydropower,Guangzhou 510635,China)
出处
《广东水利水电》
2024年第12期77-81,共5页
Guangdong Water Resources and Hydropower
关键词
水闸
智能控制
智能值守
图像识别
声纹识别
sluice
intelligent control
Intelligent watching
image recognition
voiceprint recognition
