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Research And Implementation Of Intelligent Analysis And Control Platform For Industrial Surveillance Video

Posted on:2022-03-22Degree:MasterType:Thesis
Country:ChinaCandidate:Y YuFull Text:PDF
GTID:2492306572497734Subject:Computer technology
Abstract/Summary:PDF Full Text Request
Safety management work in industrial scenarios mainly includes regular inspections of the production site by supervisors and 24-hour uninterrupted video surveillance by onduty personnel.This method has high requirements for personnel and is not strong in response to incidents,which is likely to cause incident leakage.False alarms,etc.,bury hidden dangers for accidents.With the development of artificial intelligence and cloud service technology,the application of video analysis and management technology can accurately and timely discover unsafe incidents in the production site,reduce the risk of personal,equipment and environmental accidents,and manage and standardize the safe production activities of enterprises.Significant and far-reaching significance.Based on the Hikvision integrated security management platform,a monitoring video intelligent analysis and control platform was designed and implemented.The platform includes data collection,algorithm management,and alarm information management.In the actual deployment and operation,the use of highly available distributed middleware technology ensures the safe and reliable processing and dumping of alarm information and platform data.In order to solve the problem of algorithm management,a distributed architecture based on the Kurbernetes cloud platform is proposed to process multiple video stream data,combined with load balancing algorithms and scheduling strategies,to improve the flexibility of algorithm management.Aiming at the problem of alarm management,a solution that integrates sub-modules such as alarm strategy task release,alarm data visualization,and alarm information push is proposed to help users customize and control alarm strategy tasks,analyze and manage alarm data information.System test results show that the architecture of the intelligent analysis management and control platform has the capabilities of automatic deployment and management of algorithm services,and rapid response and processing of alarm information.The humancomputer interaction interface provided by the platform can help managers manage and analyze surveillance videos conveniently and efficiently.Improve production management efficiency.The experimental results show that the system has strong reliability and practicability in the safe production management and use in the real scene of power enterprises.
Keywords/Search Tags:Industrial surveillance video, intelligent analysis, algorithm management, alarm managemet
PDF Full Text Request
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