Fire prevention and control method based on data information mining technology
The invention discloses a fire prevention and control method based on a data information mining technology, relates to the technical field of big data processing, and solves the problem of fire protection, and the fire prevention and control method comprises the following steps: obtaining historical...
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| creator | ZHAO XIAOHAO ZHAO HAILONG CHEN DAWEI DING HUI CHEN XIANGHUA |
| description | The invention discloses a fire prevention and control method based on a data information mining technology, relates to the technical field of big data processing, and solves the problem of fire protection, and the fire prevention and control method comprises the following steps: obtaining historical data of urban and rural buildings, building characteristic materials and surrounding environments; dividing the building and the surrounding environment into different fire risk grades; performing fire-fighting resource allocation and key monitoring according to the fire risk level; data of each fire event is analyzed and fed back to related personnel in time; establishing a remote monitoring system, and tracing a fire event; the improved pulse coupling neural network model is adopted to receive and process remote sensing information, a parallel scheduling algorithm is adopted to schedule fire-fighting resources, and the improved GoogleNet + network model is adopted to perform management personnel verification and |
| format | Patent |
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dividing the building and the surrounding environment into different fire risk grades; performing fire-fighting resource allocation and key monitoring according to the fire risk level; data of each fire event is analyzed and fed back to related personnel in time; establishing a remote monitoring system, and tracing a fire event; the improved pulse coupling neural network model is adopted to receive and process remote sensing information, a parallel scheduling algorithm is adopted to schedule fire-fighting resources, and the improved GoogleNet + network model is adopted to perform management personnel verification and</description><language>chi ; eng</language><subject>ALARM SYSTEMS ; CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ; ELECTRIC DIGITAL DATA PROCESSING ; ORDER TELEGRAPHS ; PHYSICS ; SIGNALLING ; 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dividing the building and the surrounding environment into different fire risk grades; performing fire-fighting resource allocation and key monitoring according to the fire risk level; data of each fire event is analyzed and fed back to related personnel in time; establishing a remote monitoring system, and tracing a fire event; the improved pulse coupling neural network model is adopted to receive and process remote sensing information, a parallel scheduling algorithm is adopted to schedule fire-fighting resources, and the improved GoogleNet + network model is adopted to perform management personnel verification and</description><subject>ALARM SYSTEMS</subject><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES</subject><subject>ELECTRIC DIGITAL DATA PROCESSING</subject><subject>ORDER TELEGRAPHS</subject><subject>PHYSICS</subject><subject>SIGNALLING</subject><subject>SIGNALLING OR CALLING SYSTEMS</subject><subject>SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2023</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNyrEKwjAQgOEsDqK-w_kADrVa6CjF4tTJvZzJtQ0kdyE5BN9eER_A6R_-b22G3meClOlJrF4YkB1YYc0SIJIu4uCBhRx8nkNF8DxJjvjF0bPnGZTswhJkfm3NasJQaPfrxuz76727HSjJSCWhJSYdu6Gqmro5nk_tpf7HvAExZTbe</recordid><startdate>20230630</startdate><enddate>20230630</enddate><creator>ZHAO XIAOHAO</creator><creator>ZHAO HAILONG</creator><creator>CHEN DAWEI</creator><creator>DING HUI</creator><creator>CHEN XIANGHUA</creator><scope>EVB</scope></search><sort><creationdate>20230630</creationdate><title>Fire prevention and control method based on data information mining technology</title><author>ZHAO XIAOHAO ; 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dividing the building and the surrounding environment into different fire risk grades; performing fire-fighting resource allocation and key monitoring according to the fire risk level; data of each fire event is analyzed and fed back to related personnel in time; establishing a remote monitoring system, and tracing a fire event; the improved pulse coupling neural network model is adopted to receive and process remote sensing information, a parallel scheduling algorithm is adopted to schedule fire-fighting resources, and the improved GoogleNet + network model is adopted to perform management personnel verification and</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | ALARM SYSTEMS CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRIC DIGITAL DATA PROCESSING ORDER TELEGRAPHS PHYSICS SIGNALLING SIGNALLING OR CALLING SYSTEMS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
| title | Fire prevention and control method based on data information mining technology |
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