融合多元信息的武器装备性能评估方法

doi:10.3969/j.issn.1001-506X.2020.07.14

Abstract

Abstract:

To solve the problem of complex levels of the weapon equipment structure and multiple evaluation indexes, a performance evaluation method by fusing multiple information is adopted to evaluate the performance of the weapon equipment. The method considers the reliability and weight of the equipment index information. A multi-level evaluation index system is constructed. The results of the equipment performance evaluation are obtained on the condition that the multiple information is fused by using the evidential reasoning (ER) rule, which are used to provide decision-making basis for solving the equipment performance evaluation problem. Finally, the method is used to evaluate the performance of the laser inertial measurement unit (IMU) belonging to a kind of weapon equipment, and the effectiveness of the proposed method is verified.

Key words: multiple information, weapon equipment, performance evaluation, evidential reasoning (ER), laser inertial measurement unit (IMU)

CLC Number:

R587.1

Leiyu CHEN, Zhijie ZHOU, Shuaiwen TANG, You CAO. Weapon equipment performance evaluation method with multi-information fusion[J]. Systems Engineering and Electronics, 2020, 42(7): 1527-1533.

Figures/Tables 10

Fig.1

Fig.2

Fig.3

Fig.4

Fig.5

Table 1

Table 2

Fig.6

Table 3

Fig.7

References 18

1	王亮. 武器装备作战试验评估方法研究[J]. 装备学院学报, 2016, 27 (2): 117- 122. doi: 10.3783/j.issn.2095-3828.2016.02.025
	WANG L . Study on the assessment method of weapon operational test[J]. Journal of Equipment Academy, 2016, 27 (2): 117- 122. doi: 10.3783/j.issn.2095-3828.2016.02.025
2	梁家林, 熊伟. 基于作战环的武器装备体系能力评估方法[J]. 系统工程与电子技术, 2019, 41 (8): 1810- 1819.
	LIANG J L , XIONG W . Capabilities assessment of the weapon system based on combat ring[J]. Systems Engineering and Electronics, 2019, 41 (8): 1810- 1819.
3	张迪, 郭齐胜, 李智国, 等. 基于型号性能指标的武器装备体系作战能力评估方法[J]. 火力与指挥控制, 2015, 40 (5): 12- 16. doi: 10.3969/j.issn.1002-0640.2015.05.004
	ZHANG D , GUO Q S , LI Z G , et al. Evaluation method for weapon equipment system of operation capability based on performance index of type[J]. Fire Control & Command Control, 2015, 40 (5): 12- 20. doi: 10.3969/j.issn.1002-0640.2015.05.004
4	王易南, 陈康, 闫杰. 三捷联惯组冗余系统故障检测阈值设计方法[J]. 固体火箭技术, 2014, 4, 458- 462.
	WANG Y N , CHEN K , YAN J . Dynamic threshold design for fault detection of the redundant strap-down inertial navigation system[J]. Journal of Solid Rocket Technology, 2014, 4, 458- 462.
5	贾惟, 赵福佳, 王伟. 基于数学模型的航空发动机控制系统安全性评估方法[J]. 科学技术与工程, 2018, 18 (31): 91- 98. doi: 10.3969/j.issn.1671-1815.2018.31.014
	JIA W , ZHAO F J , WANG W . Safety evaluation method of aeroengine control system based on mathematical model[J]. Science Technology and Engineering, 2018, 18 (31): 91- 98. doi: 10.3969/j.issn.1671-1815.2018.31.014
6	张邦成, 步倩影, 周志杰, 等. 基于置信规则库专家系统的司控器开关量健康状态评估[J]. 控制与决策, 2019, 34 (4): 805- 810.
	ZHANG B C , BU Q Y , ZHOU Z J , et al. A state estimation method for driver controller's micro-switch based on belief rule base[J]. Control and Decision, 2019, 34 (4): 805- 810.
7	潘泉. 多源信息融合理论及应用[M]. 北京: 清华大学出版社, 2013.
	PAN Q . Multi-source information fusion theory and its application[M]. Beijing: Tsinghua University Press, 2013.
8	陈英武, 高妍方. 贝叶斯网络扩展研究综述[J]. 控制与决策, 2008, 23 (10): 1081- 1086. doi: 10.3321/j.issn:1001-0920.2008.10.001
	CHEN Y W , GAO Y F . Survey of extended Bayesian networks[J]. Control and Decision, 2008, 23 (10): 1081- 1086. doi: 10.3321/j.issn:1001-0920.2008.10.001
9	韩德强, 杨艺, 韩崇昭. DS证据理论研究进展及相关问题探讨[J]. 控制与决策, 2014, 29 (1): 1- 11.
	HAN D Q , YANG Y , HAN C Z . Advances in DS evidence theory and related discussions[J]. Control and Decision, 2014, 29 (1): 1- 11.
10	YANG J B , WANG Y M , XU D L , et al. The evidential reasoning approach for MADA under both probabilistic and fuzzy uncertainties[J]. European Journal of Operational Research, 2006, 171 (1): 309- 343. doi: 10.1016/j.ejor.2004.09.017
11	YANG J B , XU D L . Evidential reasoning rule for evidence combination[J]. Artificial Intelligence, 2013, 205, 1- 29. doi: 10.1016/j.artint.2013.09.003
12	XU D L , YANG J B , WANG Y M . The evidential reasoning approach for multi-attribute decision analysis under interval uncertainties[J]. European Journal of Operational Research, 2006, 174 (3): 1914- 1943. doi: 10.1016/j.ejor.2005.02.064
13	VALIS D . Contribution to reliability and safety assessment of systems[J]. Safety & Reliability, 2016, 27 (3): 23- 35.
14	YANG J B , LIU J , WANG J , et al. Belief rule-base inference methodology using the evidential reasoning approach-RIMER[J]. IEEE Trans.on Systems Man and Cybernetics-Part A Systems and Humans, 2006, 36 (2): 266- 285. doi: 10.1109/TSMCA.2005.851270
15	YANG J B , SINGH M G . An evidential reasoning approach for multiple attribute decision making with uncertainty[J]. IEEE Trans.on Systems, Man and Cybernetics, 1994, 24 (1): 1- 18.
16	CHANG L L , ZHOU Z J , YOU Y , et al. Belief rule based expert system for classification problems with new rule activation and weight calculation procedures[J]. Information Science, 2016, 336
17	HU C H , SI X S , YANG J B . System reliability prediction model based on evidential reasoning algorithm with nonlinear optimization[J]. Expert Systems with Applications, 2010, 37 (3): 2550- 2562. doi: 10.1016/j.eswa.2009.08.024
18	HE W , LIU L C , YANG J P . Reliability analysis of stiffened tank-roof stability with multiple random variables using minimum distance and Lagrange methods[J]. Engineering Failure Analysis, 2013, 32, 304- 311. doi: 10.1016/j.engfailanal.2013.04.002

设备	指标	可靠度	权重
加速度计	X累计脉冲s_{1, 1}	0.633 0	0.326 1
	Y累计脉冲s_{1, 2}	0.665 4	0.284 4
	Z累计脉冲s_{1, 3}	0.668 2	0.389 5
陀螺仪	X累计脉冲s_{2, 1}	0.728 2	0.315 5
	Y累计脉冲s_{2, 2}	0.714 4	0.270 8
	Z累计脉冲s_{2, 3}	0.722 5	0.413 7

设备	指标	参考等级	参考值
加速度计	X累计脉冲s_{1, 1}	(良好,一般,较差)	(2.035×10⁶, 1.97×10⁶, 1.871×10⁶)
	Y累计脉冲s_{1, 2}	(良好,一般,较差)	(1 712, 1 624, 1 408)
	Z累计脉冲s_{1, 3}	(良好,一般,较差)	(-436, -734, -952)
陀螺仪	X累计脉冲s_{2, 1}	(良好,一般,较差)	(2 768, 573, 2 359)
	Y累计脉冲s_{2, 2}	(良好,一般,较差)	(1 141, 928, 752)
	Z累计脉冲s_{2, 3}	(良好,一般,较差)	(2 962, 2 757, 2 624)

参考值	参考等级
参考值	好	中	差
取值/m	5	50	200

[1]	Changxiao ZHAO, Ershuai LI, Feng HE, Peng WANG. Bandwidth allocation and optimization of time-sensitive traffic in TSN [J]. Systems Engineering and Electronics, 2022, 44(6): 2027-2034.
[2]	Qihong CHEN, Qingsong ZHAO, Wei QIU, Jia CHEN. Demonstration method of weapon equipment system development planning based on dynamic game [J]. Systems Engineering and Electronics, 2022, 44(10): 3124-3133.
[3]	Yuting ZHANG, Miao XIAO, Liang ZHANG, Huaian ZHOU, Zheng LYU. EMC performance evaluation of mobile communication satellites based on near-field scanning [J]. Systems Engineering and Electronics, 2020, 42(9): 1897-1902.
[4]	Junwen MA, An ZHANG, Fei GAO, Wenhao BI. Evaluation of weapon equipment contribution rate to system-of- systems based on belief rule-based system [J]. Systems Engineering and Electronics, 2020, 42(7): 1519-1526.
[5]	Dangfei PAN, Wenxue LIU, Jian GE, Hong YUAN, Chao YUAN. Phase noise estimation method for RF front-end circuit of GNSS receiver [J]. Systems Engineering and Electronics, 2020, 42(3): 536-543.
[6]	Mingchang SONG, Quan SHI, Zhifeng YOU, Lei LI, Cai CHEN. Evaluation method of resilience of battle damage parts under multiple information sources [J]. Systems Engineering and Electronics, 2020, 42(11): 2538-2545.
[7]	LIU Peng, ZHAO Danling, TAN Yuejin, YANG Kewei, DOU Yajie. Multi-task oriented contribution evaluation method of weapon equipment system of systems [J]. Systems Engineering and Electronics, 2019, 41(8): 1763-1770.
[8]	CHEN Wenying, ZHANG Bingzhi, YANG Kewei. Contribution rate evaluation for requirement demonstration of a new weapon equipment system [J]. Systems Engineering and Electronics, 2019, 41(8): 1795-1801.
[9]	HE Huafeng, HE Yaomin, XU Yongzhuang. High performance evaluation of seeker measurement based on improved BP neural network [J]. Systems Engineering and Electronics, 2019, 41(7): 1544-1550.
[10]	ZHANG Denghui, MA Ping, CHAO Tao, WANG Songyan. Performance evaluation of guidance and control system for hypersonic vehicle [J]. Systems Engineering and Electronics, 2018, 40(8): 1811-1816.
[11]	QIN Maosen, ZHAO Danling, YANG Kewei. Effectiveness evaluation of anti-submarine activities based on combat network [J]. Systems Engineering and Electronics, 2018, 40(7): 1513-1520.
[12]	HE Weikun, GAO Li, WANG Xiaoliang, WU Renbiao. Wind farm clutters suppression for weather radar based on improved MAP method [J]. Systems Engineering and Electronics, 2018, 40(5): 1018-1025.
[13]	XIE Zongren, Lv Jianwei, XU Yifan, WANG Guangqiang. Multi-level coordinated optimization of major weapon equipment’s overall operational readiness indicators#br# [J]. Systems Engineering and Electronics, 2017, 39(12): 2729-2737.
[14]	HE Zhaoyang, WANG Qianzhe, SONG Bowen, PENG Weidong, WANG Jinjiang. RF stealth performance evaluation method for radar signal waveform [J]. Systems Engineering and Electronics, 2017, 39(10): 2234-2238.
[15]	ZHANG Xiao-xiong, JIANG Jiang, GE Bing-feng. Scheduling model and algorithm for weapon equipment scientific research budgets allocation [J]. Systems Engineering and Electronics, 2015, 37(9): 2061-2066.

Weapon equipment performance evaluation method with multi-information fusion

RichHTML

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 10

References 18

Related Articles 15

Recommended Articles

Metrics

Comments