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煤矿智能识别监测预警平台研究及应用

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针对煤矿智能化建设中对少人化、无人化和标准化目标的诉求,依托先进的5G信息传输渠道,发展全方位远程监测、监控、视频预警技术是提高现场作业规范化和完善作业流程的关键.为了进一步提升煤矿生产的安全规范管理以及远程监测和监控,实现提前预警预报的目标,开发了煤矿智能识别监测预警平台.介绍了该平台的总体架构,详细阐述了该平台业务流程、智能视频模型以及智能视频识别设计.实际应用表明,该平台能够对现场违规行为进行有效监测、监控和预警,有效提高违章行为的精准辨识,能够明显减少因违规带来的损失,为矿井智能化建设提供有力支撑.
Research and application of intelligent identification monitoring and early-warning system for coal mine
In view of the demands for less-people,unmanned and standardized goals in the coal mine intelligent construction,developing an all-round remote monitoring and video warning system based on advanced 5G information transmission channels is the key for improving the on-site operation standardization and the operation process.In order to further improve the safety standard management,remote monitoring and supervisory control of coal mine production,and achieve the early warning and forecasting,an intelligent identification monitoring and early-warning system was developed,and the system overall architecture,business process,intelligent video model,and intelligent video recognition design were expounded in detail.Practical applications have shown that the system can achieve effectively monitoring and early warning of on-site violations,improve the precise identification,significantly reduce losses caused by violations,and provide strong support for the mine intelligent construction.

intelligent recognitionearly warning modelremote monitoringlinkage analysismonitoring and early warning

吴晓春

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华阳新材料科技集团有限公司,山西省阳泉市,045000

智能识别 预警模型 远程监控 联动分析 监测预警

2024

中国煤炭
煤炭信息研究院

中国煤炭

CSTPCD北大核心
影响因子:0.736
ISSN:1006-530X
年,卷(期):2024.50(3)
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