|本期目录/Table of Contents|

[1]赵振武,张怡,唐百慧.民航旅客行李托运差异化安检设备联合响应研究*[J].中国安全生产科学技术,2022,18(5):210-215.[doi:10.11731/j.issn.1673-193x.2022.05.032]
 ZHAO Zhenwu,ZHANG Yi,TANG Baihui.Research on joint response of differentiated security check devices for baggage consignment of civil aviation passengers[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2022,18(5):210-215.[doi:10.11731/j.issn.1673-193x.2022.05.032]
点击复制

民航旅客行李托运差异化安检设备联合响应研究*
分享到:

《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
18
期数:
2022年5期
页码:
210-215
栏目:
职业安全卫生管理与技术
出版日期:
2022-05-31

文章信息/Info

Title:
Research on joint response of differentiated security check devices for baggage consignment of civil aviation passengers
文章编号:
1673-193X(2022)-05-0210-06
作者:
赵振武张怡唐百慧
(1.中国民航大学 安全科学与工程学院,天津 300300;
2.福建水利电力职业技术学院 电力工程学院,福建 永安 366000)
Author(s):
ZHAO Zhenwu ZHANG Yi TANG Baihui
(1.College of Safety Sciense and Engineering,Civil Aviation University of China,Tianjin 300300,China;
2.College of Electrical Engineering,Fujian College of Water Conservancy and Electric Power,Yongan Fujian 366000,China)
关键词:
行李托运差异化安检设备联合响应错误报警概率错误通过概率ROC曲线
Keywords:
baggage consignment differentiated security check joint response of devices false alarm probability false clear probability Receiver Operating Characteristic (ROC) curve
分类号:
X949
DOI:
10.11731/j.issn.1673-193x.2022.05.032
文献标志码:
A
摘要:
为提高行李托运差异化安检系统安全性,基于安检设备的依赖关系,提出行李托运安检设备联合响应研究;根据旅客风险属性对其托运行李实施差异化安检,利用二维正态分布建立安检设备的响应分布函数,进行安检设备响应值的数据融合;将系统错误率作为评价指标对比设备联合响应与设备独立响应,分析设备之间的相关系数、报警阈值对系统安全性的影响,并借助ROC曲线得到最优设备报警阈值。研究结果表明:在行李托运差异化安检系统中,设备联合响应优于设备独立响应。研究结果可为民航旅客行李托运安检提供设备支持。
Abstract:
In order to improve the safety of differentiated security check system for the baggage consignment,based on the dependence of security check devices,a research on the joint response of security check devices for the baggage consignment was proposed.According to the risk attributes of passengers,differentiated security check were carried out for their consigned baggage.The response distribution function of security check devices was established by using the two-dimensional normal distribution,and the data fusion for the response values of security check devices was conducted.The system error rate was taken as the evaluation index to compare the joint response and independent response of devices.The influence of the correlation coefficient and alarm threshold of the devices on the system safety was analyzed,and the optimal alarm threshold of the devices was obtained by the ROC curve.The results showed that in the differentiated security check system for the baggage consignment,the joint response of devices was superior to the independent response of devices.The research results can provide equipment support for civil aviation passenger baggage check-in.

参考文献/References:

[1]NIE X F.Risk-based grouping for checked baggage screening systems[J].Reliability Engineering & System Safety,2011,96(11):1499-1506.
[2]中国民航网.旅客差异化安检模式:让安检又好又快[EB/OL].(2018-12-1)[2021-06-21].http://www.caacnews.com.cn/1/5/201812/t20181213_1262823.html.
[3]KOBZA J E,JACOBSON S H.Probability models for access security system architectures[J].Journal of the Operational Research Society,1997,48(3):255-263.
[4]KOBZA J E,JACOBSON S H.Addressing the dependency problem in access security system architecture design[J].Risk Analysis,1996,16(6):801-812.
[5]KEMP M C.A review of sensor data fusion for explosives and weapons detection[C]//SPIE Defense Security and Sensing,2013.
[6]NIE X F.The impact of conditional dependence on checked baggage screening[J].European Journal of Operational Research,2019,278(3):883-893.
[7]彭凯贝,史天运,伍柳伊,等.基于旅客风险分类的安检流程研究[J].中国安全生产科学技术,2020,16(5):143-149. PENG Kaibei,SHI Tianyun,WU Liuyi,et al.Study on security inspection procedures based on risk classification of passengers[J].Journal of Safety Science and Technology,2020,16(5):143-149.
[8]赵振武,唐玉丽,麻建军.基于旅客分类的机场安检系统研究[J].综合运输,2017,39(3):37-41. ZHAO Zhenwu,TANG Yuli,MA Jianjun.Study on airport security system based on passenger classification[J].China Transportation Review,2017,39(3):37-41.
[9]孙延飞,李智超,王静,等.多传感器数据融合在煤矿安全监测中的应用[J].煤矿安全,2012,43(1):102-104. SUN Yanfei,LI Zhichao,WANG Jing,et al.Application of multi-sensor data fusion in coal mine safety monitoring[J].Safety in Coal Mines,2012,43(1):102-104.
[10]张宁,朱金福.民航机场X光机图像识别优化方法研究[J].科技通报,2015,31(8):198-200. ZHANG Ning,ZHU Jinfu.Optimization method of civil aviation airport x ray image recognition research[J].Bulletin of Science and Technology,2015,31(8):198-200.
[11]赵振武,唐百慧,张沉沉.机场旅客行李托运差异化安检模式安全性研究[J].中国安全生产科学技术,2021,17(4):178-182. ZHAO Zhenwu,TANG Baihui,ZHANG Chenchen.Research on safety of differential security check mode for checked baggage of airport passengers[J].Journal of Safety Science and Technology,2021,17(4):178-182.
[12]National materials advisory board division on engineering and physical sciences national research council.Fusion of Security System Data to Improve Airport Security[R].The National Academies Press,Washington D C,2007.
[13]VIRTA V,JACOBSON S H,KOBZA J E.Analyzing the cost of screening selectee and non-selectee baggage[J].Risk Analysis,2003,23(5):897-908.
[14]王彦光,朱鸿斌,徐维超.ROC曲线及其分析方法综述[J].广东工业大学学报,2021,38(1):46-53. WANG Yanguang,ZHU Hongbin,XU Weichao.A review on ROC curve and analysis[J].Journal of Guangdong University of Technology,2021,38(1):46-53.
[15]YOUNG M.Evaluation of non-contact sampling and detection of explosives using receiver operating characteristic curves[D].Miami:Florida International University,2013.

相似文献/References:

[1]赵振武,唐百慧,张沉沉.机场旅客行李托运差异化安检模式安全性研究*[J].中国安全生产科学技术,2021,17(4):178.[doi:10.11731/j.issn.1673-193x.2021.04.029]
 ZHAO Zhenwu,TANG Baihui,ZHANG Chenchen.Research on safety of differential security check mode for checked baggage of airport passengers[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2021,17(5):178.[doi:10.11731/j.issn.1673-193x.2021.04.029]

备注/Memo

备注/Memo:
收稿日期: 2021-06-21
* 基金项目: 天津市教委科研计划项目(2021SK025)
作者简介: 赵振武,博士,副教授,主要研究方向为民航安全风险管理。
通信作者: 张怡,硕士研究生,主要研究方向为民航安全风险管理。
更新日期/Last Update: 2022-06-15