BiLSTM-Attention-based early warning system and emergency processing method for exogenous fire of coal mine

The invention belongs to the technical field of fire monitoring, and particularly relates to an early warning system and emergency processing method based on BiLSTM-Attention for a coal mine exogenous fire, and the early warning system based on BiLSTM-Attention for the coal mine exogenous fire compr...

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Bibliographische Detailangaben
Hauptverfasser: ZHANG HENGTAO, LYU TIANHE, YANG XIAO, TIAN XINHUI, BAO JUNDA, XU PENGFEI, LIN JIANGTAO, WANG ZHIQIANG, HUANG RUI, YANG XIAODONG, YUAN LU, WANG BAOBAO, LIU XING
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention belongs to the technical field of fire monitoring, and particularly relates to an early warning system and emergency processing method based on BiLSTM-Attention for a coal mine exogenous fire, and the early warning system based on BiLSTM-Attention for the coal mine exogenous fire comprises a monitoring module which is used for collecting environment data under a mine; the early warning module predicts a fire hazard through an algorithm and gives out an early warning; and the information transmission module is used for transmitting the early warning signal sent by the early warning module to a worker. The emergency processing method comprises the following steps of: receiving and processing information: generating a mine roadway topology network diagram, taking personnel positioning substations on a GIS (Geographic Information System) diagram as nodes of the topology diagram, and taking roadways among the nodes as links of the topology diagram; receiving early warning information sent by an early