智能监控技术在采服中心现场安全管控中的应用  

Application of intelligent monitoring technology in on-site safety control of production service center

作　　者：陈志雄[1] CHEN Zhixiong(Oil and Gas Production Engineering Technology Service Center, Jianghan Oilfield Company, Sinopec, Qianjiang, Hubei 433123, China)

机构地区：[1]中国石化江汉油田分公司采油气工程技术服务中心,湖北潜江433123

出　　处：《江汉石油职工大学学报》2022年第3期72-73,76,共3页Journal of Jianghan Petroleum University of Staff and Workers

摘　　要：通过对已建作业现场视频监控升级,部署海康超脑+安全生产监控平台,实现视频监控智能识别功能。利用海康智能感知平台训练作业现场数据,并部署安全帽识别、吊装、动土、动火等作业模型于海康超脑。通过安全生产监控平台智能监控作业现场,发现并识别安全帽、吊装、动土、动火作业中的设备和场景,对于不能识别的设备,进行多次现场数据采集后在海康智能感知平台中反复迭代训练,提高识别精度后再重新部署应用。Through the upgrade of the built video surveillance at the operation site,Haikang Superbrain+safety production monitoring platform was deployed to realize the intelligent recognition function of video surveillance.The Haikang intelligent sensing platform was used to train the field data,into which such operation models were installed as helmet identification,lifting,earthwork and hotwork.The safety production monitoring platform was used to monitor the operation sites intelligently to find and identify the equipment and scenes with regard to the safety helmet,lifting,earthwork and hotwork.For the equipment that cannot be identified,the site data was collected for several times and repeated iterative training was conducted in the Haikang intelligent sensing platform to improve the identification accuracy before redeployment and application.

关 键 词：智能感知平台 超脑(智能NVR) 置信度 迭代训练 智能监控 

分 类 号：TP277.2[自动化与计算机技术—检测技术与自动化装置]