带式输送机智能调速及煤量视觉分析识别技术研究
Research on intelligent speed regulation technology and coal quantity visual analysis and recognition technology for belt conveyor
曹利军1
作者信息
- 1. 国能神东煤炭集团有限责任公司锦界煤矿,陕西省榆林市,719319
- 折叠
摘要
研究了带式输送机智能调速及煤量视觉分析技术,基于输送带上方摄像头完成AI的识别,通过重力感应,完成对煤量的判断;通过图像识别技术,完成对煤量更高精度的处理.从卷积神经网络的工业化应用、对巷道胶带实行全方位视频监测等4个方面总结了该技术的创新点.
Abstract
The intelligent speed regulation and coal quantity visual analysis technology for belt conveyors were studied.Based on the camera above the belt conveyor,AI recognition was completed,and the coal quantity was judged through gravity induction.By using image recognition technology,higher precision processing of coal quantity could be achieved.The innovation points of this technology were summarized from four aspects,including the industrial application of convolutional neural networks and the comprehensive video monitoring of roadway belt conveyor.
关键词
带式输送机/智能调速/煤量/视觉分析/AI的识别Key words
belt conveyor/intelligent speed regulation/coal quantity/visual analysis/AI recognition引用本文复制引用
出版年
2024
NETL
NSTL
万方数据