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Intelligent Fire Monitor for Fire Robot Based on Infrared Image Feedback Control

机译:基于红外图像反馈控制的消防机器人智能火灾监视器

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摘要

An infrared image-based feedback control system for intelligent fire monitor was proposed in this paper, whose aims are to realize automatic aiming of the fire site and continuous fire tracking in the process of fire extinguishing through adjusting of the yaw angle of the fire monitor. Firstly, infrared camera was used to capture images of the fire site, and under high temperatures, the fire would be easily observed. An improved adaptive image threshold segmentation scheme was developed for image background segmentation and fire acquisition. The fire region in the captured image was considered as region of interest (ROI) and the geometric center of which was calculated. Due to the special advantageous structural design of the proposed system, the geometric center of ROI representing the actual fire was considered as the direction which the fire monitor should aim at. Furthermore, a fuzzy control scheme simulating the operating mode of firefighters was proposed, and the ROI center position deviation and deviation rate were considered as inputs of the control system. Experimental results show that, after the fire was detected by the system, the fire monitor could be yawed to the direction of the fire within 2000 ms, and the deviation of image position is less than 1.6 pixels. Similarly, the proposed system could be well adapted to the changing position of the fire caused by combustion. And after no more than image iteration of three frames, the controller realizes aiming of the fire by the fire monitor, and the final deviation is less than 0.1 pixels. In general, the proposed infrared image feedback control system for fire horizontal position aiming of intelligent fire monitor has great potential for intelligent fire extinguishing by fire-fighting robots.
机译:本文提出了一种用于智能火灾监视器的基于红外图像的反馈控制系统,其目的是通过调节火灾监测器的偏航角来实现火灾部位的自动瞄准火灾部位和持续火灾跟踪。首先,红外线相机用于捕获火力点的图像,在高温下,很容易观察到火灾。开发了一种改进的自适应图像阈值分割方案,用于图像背景分割和消防采集。捕获图像中的火区域被认为是感兴趣的区域(ROI)和计算的几何中心。由于所提出的系统的特殊有利的结构设计,代表实际火灾的ROI的几何中心被认为是火灾监视器应该瞄准的方向。此外,提出了一种模糊控制方案,模拟了消防器的操作模式,并且ROI中心位置偏差和偏差率被认为是控制系统的输入。实验结果表明,在系统检测到火灾之后,火警可以在2000ms内偏移火灾方向,图像位置的偏差小于1.6像素。类似地,所提出的系统可以很好地适应由燃烧引起的火灾的变化位置。并且在不超过三个帧的图像迭代之后,控制器实现了火灾监视器的目标,并且最终偏差小于0.1像素。一般而言,智能火灾监测器的拟议红外图像反馈控制系统智能火控显示器的智能灭火潜力巨大潜力。

著录项

  • 来源
    《Fire Technology》 |2020年第5期|2089-2109|共21页
  • 作者单位

    China Univ Min & Technol Sch Mechatron Engn Xuzhou 221116 Jiangsu Peoples R China;

    China Univ Min & Technol Sch Mechatron Engn Xuzhou 221116 Jiangsu Peoples R China;

    China Univ Min & Technol Sch Mechatron Engn Xuzhou 221116 Jiangsu Peoples R China;

    China Univ Min & Technol Sch Mechatron Engn Xuzhou 221116 Jiangsu Peoples R China;

    China Univ Min & Technol Sch Mechatron Engn Xuzhou 221116 Jiangsu Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Infrared image; Adaptive threshold segmentation; Servo control; Fire monitor; Fire robots;

    机译:红外图像;自适应阈值分割;伺服控制;防火监测器;消防机器人;

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