Crane Hook Motion Monitoring Based on Trajectory Filtering and Tracking Video Monitoring

Jin Li, Z. Lv, Jinhui You, Wei Guo
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Abstract

Crane hoisting is an important part of smelting operations. The traditional operation method is that the ground dispatcher and the driver work together, which is not only inefficient but also has great potential safety hazards. To solve the above problems, this paper designs a video monitoring system. The PTZ camera is used for video monitoring of the crane hook operation, the laser sensor and the rotary encoder collect data, and the Kalman-based detection adaptive filtering algorithm is used for filtering processing to obtain the precise motion trajectory of the hook. On the basis of the traditional PID controller, the DMC controller based on predictive control is designed to solve the control lag problem in the control process of PTZ cameras. The experimental results show that the monitoring system can clearly display the hook in the center of the screen, help the crane operator to grasp the status of the hook, improve the production efficiency of the workshop, and ensure the safety of hoisting.
基于轨迹滤波和跟踪视频监控的起重机吊钩运动监控
起重机吊装是冶炼作业的重要组成部分。传统的操作方式是地面调度员和驾驶员一起工作,不仅效率低下,而且存在很大的安全隐患。为了解决以上问题,本文设计了一个视频监控系统。采用PTZ摄像机对吊钩运行进行视频监控,激光传感器和旋转编码器采集数据,采用基于卡尔曼的检测自适应滤波算法进行滤波处理,得到吊钩的精确运动轨迹。在传统PID控制器的基础上,设计了基于预测控制的DMC控制器,解决了PTZ摄像机控制过程中的控制滞后问题。实验结果表明,该监控系统能够将吊钩清晰地显示在屏幕中央,帮助起重机操作人员掌握吊钩的状态,提高车间的生产效率,保证吊装的安全。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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