煤矿带式输送机胶带异物识别技术研究
Research on Foreign Body Identification Technology of Belt Conveyor in Coal Mine
王晓鹏 1鲍康润 1曹帅1
作者信息
- 1. 兖矿能源集团股份有限公司东滩煤矿,邹城 273500
- 折叠
摘要
在煤矿生产中,带式输送机是一种关键的物料运输设备,用于在矿区内部输送煤炭及其他材料.然而,输送过程中常会出现金属块、石块等异物混入,可能会导致设备损坏、运输效率下降甚至安全事故发生.因此,研究能够有效识别并处理这些异物的技术,对保障煤矿生产的安全和连续性至关重要.文章介绍煤矿带式输送机的基本工作原理、输送带异物的常见类型和来源,继而分析当前异物识别技术的局限性,阐述新型异物识别技术,包括数据采集与预处理、特征提取技术、模式识别与机器学习应用等.
Abstract
In coal mine production,belt conveyors are a key material transportation equipment used to transport coal and other materials within the mining area.However,during the transportation process,foreign objects such as metal blocks and stones often mix in,which may cause equipment damage,decreased transportation efficiency,and even safety accidents.Therefore,developing a technology that can effectively identify and handle these foreign objects is crucial for ensuring the safety and continuity of coal mine production.This article introduces the basic working principle of coal mine belt conveyors and the common types and sources of foreign objects in the conveyor belt,then analyzes the limitations of current foreign object recognition technology,then elaborates on the new foreign object recognition technology developed,including data acquisition and preprocessing,feature extraction technology,pattern recognition and machine learning applications,etc.
关键词
煤矿带式输送机/胶带异物/异物识别技术Key words
coal mine belt conveyor/adhesive tape foreign object/foreign object recognition technology引用本文复制引用
出版年
2024
NETL
NSTL
万方数据