基于多语义情景协同感知的煤矿执法系统研究  

Research on coal mine law enforcement system based on multi-semantic scene collaborative perception

作　　者：张瑞庭 付元 ZHANG Ruiting;FU Yuan(Heilongjiang Bureau of the National Mine Safety Administration,Harbin 150007,China;China Coal Technology and Engineering Group China Coal Research Institute,Beijing 100013,China;Engineering Research Center for Technology Equipment of Emergency Refuge in Coal Mine,Beijing 100013,China;Beijing Mine Safety Engineering Technology Research Center,Beijing 100013,China)

机构地区：[1]国家矿山安全监察局黑龙江局,黑龙江哈尔滨150007 [2]煤炭科学技术研究院有限公司,北京100013 [3]煤矿应急避险技术装备工程研究中心,北京100013 [4]北京市煤矿安全工程技术研究中心,北京100013

出　　处：《煤矿安全》2022年第11期131-135,140,共6页Safety in Coal Mines

基　　金：煤炭科学技术研究院技术创新基金资助项目(2021CX-I-11-02)。

摘　　要：研发了基于多语义情景协同感知的煤矿执法系统,系统包括矿山安全生产执法平台、移动执法设备和煤矿安全管控云平台;通过面向多语义情景协同感知的多模态融合技术,融合文本、图像、语音、视频、空间位置等多元信息,构建多模态多情景决策模型;通过信息转换和融合,实现移动执法的情景识别、业务自动导航;构建了闭环执法链路,通过多模态数据融合方法自动识别执法场景,并触发执法任务、执法流程、执法方法,实现井下精准执法,执法数据可传输到煤矿安全管控云平台中,极大提高了监察执法的高效性和客观性。A coal mine law enforcement system based on multi-semantic scenario collaborative perception is developed, which includes mine safety production law enforcement platform, mobile law enforcement equipment and mine safety control cloud platform. Through the multi-modal fusion technology for multi-semantic scene collaborative perception, the multi-modal and multi situation decision-making model is constructed by fusing multiple information such as text, image, voice, video, spatial location and so on. Through information transformation and fusion, mobile law enforcement scene recognition and business automatic navigation can be realized. A closed-loop law enforcement link is constructed to automatically identify law enforcement scenarios through multimodal data fusion methods, and trigger law enforcement tasks, law enforcement processes, and law enforcement methods, so as to achieve precise law enforcement underground. Law enforcement data can be transmitted to the coal mine safety management and control cloud platform, which greatly improves the efficiency, objectivity of supervision and law enforcement.

关 键 词：煤矿安全监察执法系统 云平台 情景感知 业务导航 多模态融合 

分 类 号：TD676[矿业工程—矿山机电]