基于资源动态补足的装备体系能力规划方法

doi:10.12305/j.issn.1001-506X.2024.12.19

Abstract

Abstract:

A capability planning method for equipment systems based on dynamic replenishment of resources is proposed to address issues such as capability development sequence generation and resource recycling in capability planning processes. Considering the limitations of the volume of cyclic resources, a multi-objective capability planning model with time and cost objectives is established. By employing a two-stage capability planning solution method, a capability development sequence generation method based on a hybrid algorithm combining Kahn and non-dominated sorting genetic algorithm Ⅱ(NSGA Ⅱ), as well as a capability resource solution method based on dynamic replenishment of resources are introduced. Focusing on a specific weapon system of systems (WSoS), the system of systems(SoS) capability structure system and capability planning network diagram are established. By using the analytic hierarchy process (AHP), the resource assumption costs are obtained, providing feasible solutions incorporating elements such as time, cost, and resource volume. The capability development process and resource consumption are analyzed based on Gantt charts, providing decision-making support for equipment system demonstration and design.

Key words: weapon system of systems (WSoS), capability planning, dynamic replenishment of resources, hybrid genetic algorithm

CLC Number:

E917
N94

Changwei MA, Yaping WANG, Yu ZHANG, Cancan HU. Capability planning method for equipment system of systems based on dynamic replenishment of resources[J]. Systems Engineering and Electronics, 2024, 46(12): 4108-4115.

Figures/Tables 8

Fig.1

Fig.2

Fig.3

Table 1

Table 2

Fig.4

Fig.5

Table 3

References 18

1	李英华, 申之明, 李伟. 武器装备体系研究的方法论[J]. 军事运筹与系统工程, 2004, 18 (1): 17- 20.
	LI Y H , SHEN Z M , LI W . Methodology of weapons and equipment system research[J]. Military Operations Research and Systems Engineering, 2004, 18 (1): 17- 20.
2	DoD Architecture Framework Working Group. DoD Architecture Framework Version 2.0[R]. Washington: Department of Defense, 2009.
3	The Joint Chiefs of Staff. Joint Vision 2020[R]. Washington: US Government Printing Office, 2000.
4	Joint Systems and Analysis Group of TTCP. Guide to capability-based planning[R]. Washington: Department of Defense, 2004.
5	PAUL K D. Analytic architecture for capabilities-based planning, mission-system analysis, and transformation[R]. Santa Monica: RAND National Defense Research Institute, 2002.
6	CAELLI W J . Cyber warfare-techniques, tactics and tools for security practitioners[J]. Computers & Security, 2012, 31 (3/4): 637- 638.
7	MCQUAY W K. Collaborative environments for capability-based planning[C]//Proc. of the Enabling Technologies for Simulation Science Ⅸ, 2005.
8	赵青松, 商慧琳, 张小可, 等. 基于网络结构的武器装备体系能力分析[J]. 火力与指挥控制, 2017, 42 (6): 17- 21.
	ZHAO Q S , SHANG H L , ZHANG X K , et al. Capability analysis for weapon system of systems based on network[J]. Fire Control & Command Control, 2017, 42 (6): 17- 21.
9	霍伟. 空基平台信息化装备研发能力建设规划方法研究[J]. 中国电子科学研究院学报, 2018, 13 (1): 23- 31.
	HUO W . Research on method of air-based platform information equipment R&D capabilities building planning[J]. Journal of China Academy of Electronics and Information Technology, 2018, 13 (1): 23- 31.
10	辜磊, 王书宁, 赵峰. 基于期望效能的武器装备体系能力规划模型[J]. 系统工程与电子技术, 2017, 39 (2): 329- 334. doi: 10.3969/j.issn.1001-506X.2017.02.15.
	GU L , WANG S N , ZHAO F . Weapon system of systems capability planning model based on expected effectiveness[J]. Systems Engineering and Electronics, 2017, 39 (2): 329- 334. doi: 10.3969/j.issn.1001-506X.2017.02.15.
11	乔浩, 战仁军, 林原. 面向使命任务的武器装备体系能力规划方法[J]. 控制与决策, 2020, 35 (8): 2042- 2048.
	QIAO H , ZHAN R J , LIN Y . Mission oriented capability planning method for weapon system of systems[J]. Control and Decision, 2020, 35 (8): 2042- 2048.
12	张骁雄, 葛冰峰, 姜江, 等. 面向能力需求的武器装备组合规划模型与算法[J]. 国防科技大学学报, 2017, 39 (1): 102- 108.
	ZHANG X X , GE B F , JIANG J , et al. Capability requirements oriented weapons portfolio planning model and algorithm[J]. Journal of National University of Defense Technology, 2017, 39 (1): 102- 108.
13	BUI L T , BARLOW M , ABBASS H A . A multi-objective risk-based framework for mission capability planning[J]. New Mathematics & Natural Computation, 2009, 5 (2): 459- 485.
14	熊健, 赵青松, 葛冰峰, 等. 基于多目标优化模型的武器装备体系能力规划[J]. 国防科技大学学报, 2011, 33 (3): 140- 144.
	XIONG J , ZHAO Q S , GE B F , et al. Weapon equipment system- of-systems capability planning based on multi-objective optimization model[J]. Journal of National University of Defense Technology, 2011, 33 (3): 140- 144.
15	赵青松, 谭伟生, 李孟军. 武器装备体系能力空间描述研究[J]. 国防科技大学学报, 2009, 31 (1): 135- 140.
	ZHAO Q S , TAN W S , LI M J . Research on description of weapon equipment system of systems capability spaces[J]. Journal of National University of Defense Technology, 2009, 31 (1): 135- 140.
16	张旺勋. 基于复杂交互网络的武器装备体系安全性分析方法[D]. 长沙: 国防科学技术大学, 2015.
	ZHANG W X. A weapon system of systems safety analysis method based on complex interaction networks[D]. Changsha: National University of Defense Technology, 2015.
17	李莉. 基于遗传算法的多目标寻优策略的应用研究[D]. 无锡: 江南大学, 2008.
	LI L. Application research on multi-objectives optimization based on the genetic algorithm[D]. Wuxi: Jiangnan University, 2008.
18	张凯茜. 基于节点排序的寻优函数在贝叶斯网络结构学习中的理论研究[D]. 咸阳: 西北农林科技大学, 2019.
	ZHANG K Q. The oretical research of optimization function based on node sorting in Bayesian network structure learning[D]. Xianyang: Northwest A&F University, 2019.

能力	资源需求							t_j	能力	资源需求							t_j
(C_j)	R₁	R₂	R₃	R₄	R₅	R₆	R₇	t_j	(C_j)	R₁	R₂	R₃	R₄	R₅	R₆	R₇	t_j
C₁	0	0	0	0	0	0	0	0	C₁₄	0	0	0	0	0	0	0	0
C₂	0	0	0	0	0	0	0	0	C₁₅	0	0	0	0	0	0	0	0
C₃	0	0	0	0	0	0	0	0	C₁₆	3	4	2	2	6	4	0	2
C₄	0	0	0	0	0	0	0	0	C₁₇	5	6	1	4	3	4	0	3
C₅	0	0	0	0	0	0	0	0	C₁₈	5	5	3	3	2	1	0	3
C₆	2	5	3	1	5	2	0	2	C₁₉	8	5	4	4	3	5	8	8
C₇	0	0	0	0	0	0	0	0	C₂₀	4	4	1	3	4	5	5	6
C₈	4	8	6	2	3	5	2	2	C₂₁	2	2	3	3	4	5	1	1
C₉	0	0	0	0	0	0	0	0	C₂₂	4	3	2	4	4	2	0	3
C₁₀	2	4	1	4	3	2	8	4	C₂₃	3	5	3	2	5	3	0	4
C₁₁	2	3	1	1	1	1	3	3	C₂₄	3	4	5	2	2	4	0	5
C₁₂	0	0	0	0	0	0	0	0	C₂₅	3	5	1	3	6	2	2	2
C₁₃	5	8	2	4	4	1	5	6	C₂₆	4	3	2	3	4	5	2	4

资源	成本
R₁	20
R₂	32
R₃	5
R₄	12
R₅	8
R₆	5
R₇	20

时刻	R₁	R₂	R₃	R₄	R₅	R₆	R₇	正在进行的任务
0	22	26	18	17	22	20	9	6、11、18、20、21、22、24
1	4	27	2	17	22	20	10	6、11、18、20、22、24、26
2	8	32	3	22	26	26	10	11、16、17、18、20、22、24、26
3	8	26	4	18	22	27	15	16、17、19、20、24、26
4	3	27	1	19	22	25	17	17、19、20、24、25、26
5	9	30	8	16	20	18	22	8、13、19、20、25
6	-	21	-	10	10	11	15	8、13、19
7	5	22	4	14	15	11	21	10、13、19、23
8	-	22	-	14	15	11	21	10、13、19、23
9	-	22	-	14	15	11	21	10、13、19、23
10	-	22	-	14	15	11	21	10、13、19、23
R	59	32	40	22	26	27	22	-

[1]	Zhiwei CHEN, Luogeng ZHANG, Xiaotong FANG, Yuan YUAN, Weiwei CUI, Hongyan DUI, Dongpao HONG. Reliability concepts, modeling, and prediction methods for weapon system of systems [J]. Systems Engineering and Electronics, 2024, 46(6): 1975-1985.
[2]	Zhe YAN, Minle WANG, Jiangpeng WANG, Shaoqiang YAN, Fengxuan WU. Intelligent optimization of vehicle scheduling for material distribution in naval aviation station based on hybrid genetic algorithm [J]. Systems Engineering and Electronics, 2023, 45(12): 3908-3914.
[3]	GU Lei, WANG Shuning, ZHAO Feng. Weapon system of systems capability planning model based on expected effectiveness [J]. Systems Engineering and Electronics, 2017, 39(2): 329-334.
[4]	OUYANG Gao-xiang, WANG Xiao-li, SUN Cheng-ming, YANG Xin. Hidden hybrid genes genetic algorithm for multi-impulse rendezvous maneuvering [J]. Systems Engineering and Electronics, 2015, 37(12): 2810-2816.

Capability planning method for equipment system of systems based on dynamic replenishment of resources

RichHTML

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 8

References 18

Related Articles 4

Recommended Articles

Metrics

Comments