吉林大学学报(工学版) ›› 2018, Vol. 48 ›› Issue (4): 1254-1264.doi: 10.13229/j.cnki.jdxbgxb20170597

Previous Articles     Next Articles

Assessment method of electromagnetic pulse sensitivity of vehicle engine system based on hierarchical Bayesian networks

SUN Xiao-ying, HU Ze-zheng, YANG Jin-peng   

  1. College of Communication and Engineering, Jilin University, Changchun 130022, China
  • Received:2017-06-23 Online:2018-07-01 Published:2018-07-01

Abstract: An assessment method of the Electromagnetic Pulse (EMP) sensitivity of vehicle engine system is proposed based on Hierarchical Bayesian Networks (HBN). Considering the randomness of the parameters such as the position of the electromagnetic interference source, the polarization angle, component sensitivity and so on, the proposed method can estimate the failure probability of the engine system under strong EMP. The EMP propagation model is established by Event Tree Analysis (ETA), and the risk probability of the electromagnetic environment is determined. The coupled path of the engine of the engine system is analyzed using the Electromagnetic Topological (EMT). By correlation of invalidation of the same layer cells, as well as HBN integrating ETA and EMT, the assessment model of engine system for EMP sensitivity is established, and the failure probability formula from the component level to system level is derived. A case study for the pulse susceptibility assessment of the vehicle engine against high-latitude EMP illustrates the model parameter acquisition method and calculation process. In addition, vulnerability of vehicle engine against Ultra Wide Band (UWB) high power microwave is also presented to demonstrate the applicability of the proposed model.

Key words: communication technology, systematic evaluation and feasibility analysis, susceptibility assessment, hierarchical Bayesian networks(HBN), engine system, electromagnetic pulse, electromagnetic topology

CLC Number: 

  • TN945
[1] 李慧梅,唐彦峰,刘祥凯,等. 电磁脉冲武器对车辆装备的损伤效应研究[J]. 装备环境工程, 2010, 7(3): 31-34.
Li Hui-mei, Tang Yan-feng, Liu Xiang-kai, et al.Study of destructive effects of electromagnetic pulse weapon on vehicle[J]. Equipment Environment Engineering, 2010,7(3): 31-34.
[2] Radasky W A, Baum C E, Wik M W.Introduction to the special issue on high-power electromagnetic (HPEM) and intentional electromagnetic interference (IEMI)[J]. IEEE Transactions on Electromagnetic Compatibility, 2004, 46(3): 314-321.
[3] 王建国, 刘国治, 周金山. 微波孔缝线性耦合函数研究[J]. 强激光与粒子束, 2003, 15(11):1093-1099.
Wang Jian-guo, Liu Guo-zhi, Zhou Jin-shan.Investigations on function for linear coupling of microwaves into slots[J]. High Power Laser and Particle Beams, 2003, 15(11):1093-1099.
[4] 王建国. 高空核爆炸效应参数手册[M]. 北京:原子能出版社, 2010.
Nitsch D, Camp M, Sabath F, et al.Susceptibility of some electronic equipment to HPEM threats[J]. IEEE Transactions on Electromagnetic Compatibility, 2004, 46(3): 380-389.
[6] Camp M, Gerth H, Garbe H, et al.Predicting the breakdown behavior of microcontrollers under EMP/UWB impact using a statistical analysis[J]. IEEE Transactions on Electromagnetic Compatibility, 2004, 46(3): 368-378.
[7] 曾德龙. 汽车电子设备电磁损伤机理及损伤阈值研[D]. 长春: 吉林大学汽车工程学院,2012.
Zeng De-long.Research on electromagnetic damage mechanisms and threshold values of electrical equipment on vehicle[D]. Changchun: College of Automotive Engineering, Jilin University, 2012.
[8] Mao C, Canabero F.Uncertainty analysis in system-level vulnerability assessment for IEMI[C]∥IEEE International Symposium on Electromagnetic Compatibility (EMC), Dresden, 2015: 1073-1076.
[9] Genender E, Mleczko M, Doring O, et al.Fault tree analysis for system modeling in case of intentional EMI[J]. Advances in Radio Science, 2011, 9(9): 297-302.
[10] IEC 61025. Fault Tree Analysis[S].
[11] Li M, Liu J, Li J, et al.Bayesian modeling of multi-state hierarchical systems with multi-level information aggregation[J]. Reliability Engineering and System Safety, 2014, 124(4): 158-164.
[12] 刘钰,韩峰,陆希成,等. 电子系统电磁脉冲易损性评估的分层贝叶斯网络模型[J]. 电子学报,2016, 44(11): 2695-2703.
Liu Yu, Han Feng, Lu Xi-cheng, et al.EMP susceptibility modeling and assessment of electronic system based on hierarchical Bayesian networks[J]. Chinese Journal of Electronics, 2016, 44(11): 2695-2703.
[13] Mao C G, Canavero F.System-level vulnerability assessment for EME: from fault tree analysis to bayesian networks—Part I: methodology framework[J]. IEEE Transactions on Electromagnetic Compatibility, 2016, 58(1): 180-187.
[14] 孙晓颖,王震,杨锦鹏,等. 基于贝叶斯网络的电子节气门电磁敏感度评估[J]. 吉林大学学报:工学版,2018,48(1):281-289.
Sun Xiao-ying, Wang Zheng, Yang Jin-peng, et al.Electromagnetic susceptibility assessment of electronic throttle based on Bayesian networks[J]. Journal of Jilin University (Engineering and Technology Edition), 2018, 48(1):281-289.
[15] Li S, Tryfonas T, Russell G, et al.Risk assessment for mobile systems through a multilayered hierarchical Bayesian network[J]. IEEE Transactions on Cybernetics, 2016, 46(8): 1749-1759.
[16] 王绍銧. 汽车电子学[M]. 2版. 北京:清华大学出版社,2011.
Genender E, Garbe H, Sabath F.Probabilistic risk analysis technique of intentional electromagnetic interference at system level[J]. IEEE Transactions on Electromagnetic Compatibility, 2014, 56(1): 200-207.
[18] Modarres M.Risk Analysis in Engineering[M]. New York: Taylor& Francis, 2006.
[19] IEC 61000-5-9. Electromagnetic Compatibility (EMC)—Part 5-9: Installation and Mitigation Guidelines—System-Level Susceptibility Assessments for HEMP and HPEM[S].
[20] IEC 61000-4-4. EMC: Testing and measurement techniques-electrical fast transient/burst immunity test[S].
[21] Chen B, Yun Y, Cheng G, et al.Analysis of shielding effectiveness of reinforced-concrete in high power electro- magnetic environment[C]∥Proceedings of Asia-Pacific Conference on Environmental Electromagnetics, Hangzhou, China, 2003: 547-553.
[1] ZHOU Yan-guo,ZHANG Hai-lin,CHEN Rui-rui,ZHOU Tao. Two-level game approach based resource allocation scheme in cooperative networks [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1879-1886.
[2] DONG Ying, CUI Meng-yao, WU Hao, WANG Yu-hou. Clustering wireless rechargeable sensor networks charging schedule based on energy prediction [J]. 吉林大学学报(工学版), 2018, 48(4): 1265-1273.
[3] MOU Zong-lei, SONG Ping, ZHAI Ya-yu, CHEN Xiao-xiao. High accuracy measurement method for synchronous triggering pulse transmission delay in distributed test system [J]. 吉林大学学报(工学版), 2018, 48(4): 1274-1281.
[4] DING Ning, CHANG Yu-chun, ZHAO Jian-bo, WANG Chao, YANG Xiao-tian. High-speed CMOS image sensor data acquisition system based on USB 3.0 [J]. 吉林大学学报(工学版), 2018, 48(4): 1298-1304.
[5] CHEN Rui-rui, ZHANG Hai-lin. Performance analysis of 3D millimeter wave communications [J]. 吉林大学学报(工学版), 2018, 48(2): 605-609.
[6] ZHANG Chao-yi, LI Jin-hai, YAN Yue-peng. Improved Tong detection algorithm with double thresholds [J]. 吉林大学学报(工学版), 2018, 48(2): 610-617.
[7] GUAN Ji-shi, SHI Yao-wu, QIU Jian-wen, SHAN Ze-biao, SHI Hong-wei. New algorithm to estimate characteristic exponent of α-stable distribution [J]. 吉林大学学报(工学版), 2018, 48(2): 618-624.
[8] SUN Xiao-ying, WANG Zhen, YANG Jin-peng, HU Ze-zheng, CHEN Jian. Electromagnetic susceptibility assessment of electronic throttle based on Bayesian network [J]. 吉林大学学报(工学版), 2018, 48(1): 281-289.
[9] WU Wei, WANG Shi-gang, ZHAO Yan, WEI Jian, ZHONG Cheng. Hexagonal elemental image array generation [J]. 吉林大学学报(工学版), 2018, 48(1): 290-294.
[10] LI Wei, LI Ya-jie. Satisfactory integrated design between failure accommodation and communication for non-uniform transmission networked control system under discrete event-triggered communication scheme [J]. 吉林大学学报(工学版), 2018, 48(1): 245-258.
[11] YUAN Jian-guo, ZHANG Xi-ruo, QIU Piao-yu, WANG Yong, PANG Yu, LIN Jin-zhao. Non-iterative phase noise suppression algorithm utilizing cyclic prefix in OFDM systems [J]. 吉林大学学报(工学版), 2018, 48(1): 295-300.
[12] WANG Jin-peng, CAO Fan, HE Xiao-yang, ZOU Nian-yu. Multi carrier system joint receiving method based on MAI and ICI [J]. 吉林大学学报(工学版), 2018, 48(1): 301-305.
[13] JIANG Lai-wei, SHA Xue-jun, WU Xuan-li, ZHANG Nai-tong. Novel joint user association and resource allocation method in LTE-A HetNets [J]. 吉林大学学报(工学版), 2017, 47(6): 1926-1932.
[14] SHI Wen-xiao, SUN Hao-ran, WANG Shao-bo. Joint channel allocation and routing algorithm in wireless mesh network [J]. 吉林大学学报(工学版), 2017, 47(6): 1918-1925.
[15] LUO Shi-dong, BA Xiao-hui, WANG Yun, CHEN Jie. Joint strategy for high sensitivity Galileo E1B/C signal acquisition [J]. 吉林大学学报(工学版), 2017, 47(5): 1617-1624.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] LIU Song-shan, WANG Qing-nian, WANG Wei-hua, LIN Xin. Influence of inertial mass on damping and amplitude-frequency characteristic of regenerative suspension[J]. 吉林大学学报(工学版), 2013, 43(03): 557 -563 .
[2] CHU Liang, WANG Yan-bo, QI Fu-wei, ZHANG Yong-sheng. Control method of inlet valves for brake pressure fine regulation[J]. 吉林大学学报(工学版), 2013, 43(03): 564 -570 .
[3] LI Jing, WANG Zi-han, YU Chun-xian, HAN Zuo-yue, SUN Bo-hua. Design of control system to follow vehicle state with HIL test beach[J]. 吉林大学学报(工学版), 2013, 43(03): 577 -583 .
[4] HU Xing-jun, LI Teng-fei, WANG Jing-yu, YANG Bo, GUO Peng, LIAO Lei. Numerical simulation of the influence of rear-end panels on the wake flow field of a heavy-duty truck[J]. 吉林大学学报(工学版), 2013, 43(03): 595 -601 .
[5] WANG Tong-jian, CHEN Jin-shi, ZHAO Feng, ZHAO Qing-bo, LIU Xin-hui, YUAN Hua-shan. Mechanical-hydraulic co-simulation and experiment of full hydraulic steering systems[J]. 吉林大学学报(工学版), 2013, 43(03): 607 -612 .
[6] ZHANG Chun-qin, JIANG Gui-yan, WU Zheng-yan. Factors influencing motor vehicle travel departure time choice behavior[J]. 吉林大学学报(工学版), 2013, 43(03): 626 -632 .
[7] MA Wan-jing, XIE Han-zhou. Integrated control of main-signal and pre-signal on approach of intersection with double stop line[J]. 吉林大学学报(工学版), 2013, 43(03): 633 -639 .
[8] YU De-xin, TONG Qian, YANG Zhao-sheng, GAO Peng. Forecast model of emergency traffic evacuation time under major disaster[J]. 吉林大学学报(工学版), 2013, 43(03): 654 -658 .
[9] XIAO Yun, LEI Jun-qing, ZHANG Kun, LI Zhong-san. Fatigue stiffness degradation of prestressed concrete beam under multilevel amplitude cycle loading[J]. 吉林大学学报(工学版), 2013, 43(03): 665 -670 .
[10] XIAO Rui, DENG Zong-cai, LAN Ming-zhang, SHEN Chen-liang. Experiment research on proportions of reactive powder concrete without silica fume[J]. 吉林大学学报(工学版), 2013, 43(03): 671 -676 .