煤炭工程 ›› 2020, Vol. 52 ›› Issue (8): 138-142.doi: 10.11799/ce202008029

• 研究探讨 • 上一篇    下一篇

基于图像处理的输送带煤量动态计量研究

王宗省,管振栋,张欣,康树强   

  1. 山东科技大学
  • 收稿日期:2019-08-30 修回日期:2019-10-15 出版日期:2020-08-14 发布日期:2020-11-23
  • 通讯作者: 管振栋 E-mail:654201141@qq.com

THE TECHNICAL STUDY ON DYNAMIC MEASUREMENT OF BELT COAL BASED ON VISUAL PROCESSING

  • Received:2019-08-30 Revised:2019-10-15 Online:2020-08-14 Published:2020-11-23

摘要: 通过监测煤量来对井下输送带进行变频调速可以有效地为矿企节能减耗。利用矿井现有的硬件资源与通信接口,提出一种基于图像处理的输送带调速优化方案:针对图像反光的问题提出一种基于窗口阀值的滤波方法,有效去除噪声的同时保留了边界信息。对边界对比度低和现场光源不稳定的问题,首先利用反光程度不同的模板进行EMD匹配处理,经过腐蚀与膨胀后,采用改良的自适应阀值算法进行分割|使用连续帧间差分法识别一级输送带的运行状态来协调控制能耗。现场运行结果表明,该方案满足带式输送机的变频调速要求,且无需安装额外的硬件装备,具有一定的推广应用价值。

关键词: 动态计量, 窗口阈值, 自适应, 帧间差分法

Abstract: It can effectively save energy and reduce consumption for mining enterprises to adjust the speed by frequency conversion by monitoring the coal quantity dynamically . .In view of the existed hardware resources and communication interface of mine, here a dynamic identification and optimization scheme based on image processing is proposed: An adaptive filtering method based on window threshold is proposed to solve the problem of image reflection. It removes the noise effectively while retaining boundary information. In the stage of image segmentation and extraction, a modified adaptive threshold segmentation algorithm based on classification method of EMD is proposed to solve the problems of low boundary contrast and unstable field light sour. The image is processed by the method of first etching and then expanding to improve the boundary recognition accuracy. A continuous frame difference method is proposed to identify the running state of belt. The results of site test show that the system has the advantages of high-performance, which requires no additional equipment. It deserves the value of popularization and application.

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