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《Industry and Mine Automation》 2018-01
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Video cooperated intelligent identification weighbridge management system for coal mine

YANG Bo;ZHU Xuran;SUN Yanjing;LU Nannan;CHEN Yan;WU Tianqi;Liyazhuang Coal Mine,Huozhou Coal Power Group Co.,Ltd.;School of Information and Control Engineering,China University of Mining and Technology;  
For the problems of low working efficiency and poor quality caused by artificial information acquisition existed in traditional weighbridge weighing management systems of coal mine as well as frequent coal stealing phenomenon caused by lack of cheat-prevention measures,a video cooperated intelligent identification weighbridge management system for coal mine designed.The system composition,principle of video cooperated intelligent identification weighbridge,system working flow and software functions were introduced in details.The system is composed of video monitoring system,vehicle capture system and data acquisition system,and realizes intelligent monitoring for weighbridge business in coal mine based on license plate recognition and multi-feature matching by use of technologies of digital imageprocessing,convolutional neural network and computer network.The application results show that the system has high reliability with simple operation,which decreases artificial workload effectively and prevents chat and coal stealing phenomenon.
【Fund】: 国家重点研发计划资助项目(2016YFC0801403);; 国家自然科学基金青年基金资助项目(51504214 51504255);国家自然科学基金面上项目(51274202);; 江苏省重点研发计划资助项目(BE2015040);; 江苏省自然科学基金青年基金资助项目(BK20150204);江苏省自然科学基金面上项目(BK20130199 BK20131124);; 江苏省产学研前瞻性联合研究项目(BY2014028-01);; 江苏省科技成果转化项目(BA2012068);; 中央高校基本科研业务费专项资金资助项目(2013RC11);; 中国矿业大学重大项目培育专项项目(2014ZDPY16)
【CateGory Index】: TD67;TP315
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