复杂工程体系适应性机制构建与评价方法

doi:10.12305/j.issn.1001-506X.2023.08.05

Abstract

Abstract:

In response to the increasing complexity and unpredictable functional emergence brought about by the trend of engineering system systematization, unmanned and intelligent development, as well as the problem of traditional reliability centered six performance indicators that are difficult to fully apply and lack comprehensive evaluation indicators at the system level, drawing on the strategy of adapting to uncertainty in the natural world, and analyzing the basic characteristics of adaptability in natural organic systems, a rule-based adaptive construction framework for complex engineering systems is proposed, which includes three levels, micro, meso, and macro. Based on this framework, qualitative and quantitative evaluation methods for adaptive indicators are explored. This provides a methodological reference for guiding the design and evaluation of complex engineering systems.

Key words: complex engineering system-of-systems (SoS), adaptability, emergence, rule, reliability

CLC Number:

TP399

Hongjun ZHANG, Baiqiao HUANG, Tian BAI. Adaptive mechanism construction and evaluation method of complex engineering SoS[J]. Systems Engineering and Electronics, 2023, 45(8): 2325-2331.

Figures/Tables 3

References 33

1	殷瑞钰, 李伯聪, 汪应洛. 工程方法论[M]. 北京: 高等教育出版社, 2017.
	YIN R Y , LI B C , WANG Y L . Engineering Methodology[M]. Beijing: Higher Education Press, 2017.
2	Office of the Deputy under Secretary of Defense for Acquisition and Technology, Systems and Software Engineering[R]. Systems Engineering Guide for Systems of Systems, V1. Washington DC: Department of Defense, 2008.
3	MAIER M W . Architecting principles for system-of-system[J]. Systems Engineering, 1998, 1 (4): 267- 284. doi: 10.1002/(SICI)1520-6858(1998)1:4<267::AID-SYS3>3.0.CO;2-D
4	MAIER M W. Research challenges for system-of-systems[C]//Proc. of the IEEE International Conference on Systems, 2006: 3149-3154.
5	The International Council in Systems Engineering . System engineering handbook—a guide for system life cycle processes and activities[M]. San Diego: John Wiley & Sons, 2015.
6	ZHANG H J, HUANG B Q, ZHANG P, et al. A new index for SoS reliability-viability[C]//Proc. of the 12th International Conference on Reliability, Maintainability, and Safety, 2018.
7	潘星, 张振宇, 张曼丽, 等. 基于SoSE的装备体系RMS论证方法研究[J]. 系统工程与电子技术, 2019, 41 (8): 1771- 1779.
	PAN X , ZHANG Z Y , ZHANG M L , et al. Research on RMS demonstration method of equipment SoS based on SoSE[J]. Systems Engineering and Electronics, 2019, 41 (8): 1771- 1779.
8	李小波, 林木, 束哲, 等. 体系贡献率能效综合评估方法[J]. 系统仿真学报, 2018, 30 (12): 4520-4528, 4535
	LI X B , LIN M , SHU Z , et al. Synthesized capability-effectiveness evaluation method of contribution ratio to system-of-systems[J]. Journal of System Simulation, 2018, 30 (12): 4520-4528, 4535
9	HOLLING C S . Resilience and stability of ecological systems[J]. Annual Review of Ecology and Systematics, 1973, 4, 1- 23. doi: 10.1146/annurev.es.04.110173.000245
10	SCOTT L. Engineered resilient systems DoD science and technology priority[R]. Washington DC: Office of the Deputy Assistant Secretary of Defense for Systems Engineering, 2012.
11	HOLLAND J P. Engineered resilient systems (ERS) overview[R]. Mississippi: U.S. Army Engineer Research and Development Center, 2013.
12	潘星, 张国忠, 张跃东, 等. 工程弹性系统与系统弹性理论研究综述[J]. 系统工程与电子技术, 2019, 41 (9): 2006- 2015.
	PAN X , ZHANG G Z , ZHANG Y D , et al. Review of engineered resilient systems and system resilience theory[J]. Systems Engineering and Electronics, 2019, 41 (9): 2006- 2015.
13	李震, 崔骁松, 孙晨旭, 等. 基于时间和任务重要度的系统弹性恢复研究[J]. 计算机与数字工程, 2021, 49 (11): 2213- 2217. doi: 10.3969/j.issn.1672-9722.2021.11.009
	LI Z , CUI X S , SUN C X , et al. Research on system resilience recovery based on time and task importance[J]. Computer & Digital Engineering, 2021, 49 (11): 2213- 2217. doi: 10.3969/j.issn.1672-9722.2021.11.009
14	CASABLANCA R M , CRIADO R , MESA J A , et al. A comprehensive approach for discrete resilience of complex networks[J]. Chaos, 2023, 33 (1): 013111. doi: 10.1063/5.0124687
15	SAMPAIO F C G , FILHO R N C , GUTERRES M X . Modeling resilience of air traffic management systems based on complex networks[J]. Journal of Aerospace Technology and Mana-gement, 2022, 14 (1)
16	齐小刚, 张碧雯, 刘立芳, 等. 复杂信息网络的弹性评估和优化方法研究[J]. 计算机科学与探索, 2018, 12 (8): 1252- 1262.
	QI X G , ZHANG B W , LIU L F , et al. Evaluation and optimi zation of complex network resilience against attacks[J]. Journal of Frontiers of Computer Science and Technology, 2018, 12 (8): 1252- 1262.
17	杨琦, 张雅妮, 周雨晴, 等. 复杂网络理论及其在公共交通韧性领域的应用综述[J]. 中国公路学报, 2022, 35 (4): 215- 229. doi: 10.3969/j.issn.1001-7372.2022.04.018
	YANG Q , ZHANG Y N , ZHOU Y Q , et al. A review of complex network theory and its application in the resilience of public transportation systems[J]. China Journal of Highway and Transport, 2022, 35 (4): 215- 229. doi: 10.3969/j.issn.1001-7372.2022.04.018
18	BEER S . The viable system model: its provenance, development, methodology and pathology[J]. Journal of the Operational Research Society, 1984, 35 (1): 7- 25.
19	HOLLAND J H . Hidden order[M]. Boston: Addison-Wesley Press, 1995.
20	郭雷, 程代展, 冯德兴. 控制理论导论-从基本概念到研究前沿[M]. 北京: 中国科学出版社, 2005.
	GUO L , CHENG D Z , FENG D X . Introduction to control theory-from basic concepts to research frontiers[M]. Beijing: China Science Press, 2005.
21	柴天佑, 岳恒. 自适应控制[M]. 北京: 清华大学出版社, 2016.
	CHAI T Y , YUE H . Adaptive control[M]. Beijing: Tsinghua University Press, 2016.
22	LEE J, KAO H A. Recent advances and trends of cyber-physical systems and big data analytics in industrial informatics[C]// Proc. of the International Conference on Industrial Informa- tics, 2014.
23	LEE J , BAGHERI B , KAO H A . A cyber-physical systems architecture for industry 4.0-based manufacturing systems[J]. Manufacturing Letters, 2015, 3, 18- 23.
24	王维平, 李小波, 杨松, 等. 智能化多无人集群作战体系动态适变机制设计方法[J]. 系统工程理论与实践, 2021, 41 (5): 1096- 1106.
	WANG W P , LI X B , YANG S , et al. A design method of dynamic adaption mechanism for intelligent multi-unmanned-cluster combat system-of-systems[J]. System Engineering-Theory & Practice, 2021, 41 (5): 1096- 1106.
25	BRYSON B . The body—a guide for occupants[M]. New York: World Digital Press, 2019.
26	TURING A M . Computing machinery and intelligence[J]. Mind, 1995, 59, 433- 460.
27	WIENER N . Human use of human beings-cybernetics and society[M]. Massachusetts: The Riverside Press, 1950.
28	SCHRODINGER E . What is life? The physical aspect of the living cell[M]. Cambridge: Cambridge University Press, 1944.
29	张宏军, 黄百乔, 鞠鸿彬, 等. 体系生命力理论框架[J]. 科技导报, 2018, 36 (20): 20- 26.
	ZHANG H J , HUANG B Q , JU H B , et al. Theoretical framework of SoS vitality[J]. Science & Technology Review, 2018, 36 (20): 20- 26.
30	张宏军, 黄百乔, 罗永亮, 等. 从降维解析到映射升维——复杂工程系统原理探索[M]. 北京: 电子工业出版社, 2020.
	ZHANG H J , HUANG B Q , LUO Y L , et al. From dimension reduction analysis to mapping dimension increasing-exploration on the primciple of complex engineering system[M]. Beijing: Electronic Industry Press, 2020.
31	张宏军, 邱伯华, 魏慕恒, 等. 工程体系基于V++规则引擎的生态演进[M]. 北京: 电子工业出版社, 2021.
	ZHANG H J , QIU B H , WEI M H , et al. The ecological evolution of engineering system of systems based on the V++ rule engine[M]. Beijing: Electronic Industry Press, 2021.
32	张宏军, 黄百乔. 基于规则的复杂工程系统设计方法[J]. 系统工程学报, 2023, 38 (2): 283- 288.
	ZHANG H J , HUANG B Q . Rules-based complex engineering system design methods[J]. Journal of System Engineering, 2023, 38 (2): 283- 288.
33	PENNEY H R, OLSEN M C, DEPTULA D A. Beyond pixie dust: a framework for understanding and developing autonomy in unmanned aircraft[R]. Arlington: The Mitchell Institute for Aerospace Studies, 2022.

层次	等级	定义
干预性适应性	AL-1	具有一定感知能力
	AL-2	具有实时故障诊断能力
	AL-3	具有健康管理与一定的预警能力
	AL-4	在组成、结构、功能与流程上具有可重构能力
半自主适应性	AL-5	具有面向任务的自主协调各个成员能力
	AL-6	面向任务与环境, 在人的干预下可自主实施作业重规划
	AL-7	面向任务与环境, 在人的干预下工程系统可自主实施战略重规划
全自主适应性	AL-8	具有积累自身运行数据, 并分析现有运行策略瓶颈的能力
	AL-9	具有积累自身运行数据, 优化运行规则, 并执行的能力
	AL-10	具有完整的自我感知、恢复、学习、进化的能力

[1]	Ying ZENG, Yanfeng LI, Hongyi WANG, Huaming QIAN, Hongzhong HUANG. Reliability analysis of industrial robot driver combining MRGP and PSO [J]. Systems Engineering and Electronics, 2023, 45(8): 2643-2650.
[2]	Yang ZHANG, Guangya SI, Yanzheng WANG, Wenbin HAN. Modeling and simulation of UAVs swarm electromagnetic operation [J]. Systems Engineering and Electronics, 2023, 45(7): 2121-2130.
[3]	Xiangyu LI, Hongzhong HUANG, Xiaoyan XIONG. Reliability modeling of phased mission system considering shocks and phase backups [J]. Systems Engineering and Electronics, 2023, 45(7): 2280-2286.
[4]	Yanqiu HE, Youyuan WANG, Liping HE. Bootstrap estimation method of confidence interval for long-life product reliability based on maximum information entropy [J]. Systems Engineering and Electronics, 2023, 45(6): 1880-1892.
[5]	Jiang LI, Hecheng WU, Chen ZHU. Reliability assessment of long-life products based on semi-parametric degradation model [J]. Systems Engineering and Electronics, 2023, 45(6): 1893-1901.
[6]	Weining MA, Qiwei HU, Wenbin CAO, Xisheng JIA. Equipment selective maintenance decision optimization considering maintenance task assignment [J]. Systems Engineering and Electronics, 2023, 45(6): 1902-1910.
[7]	Yi XIONG, Sifeng LIU, Zhigeng FANG, Shujun NAN, Jingru ZHANG, Ruirui SHAO. RMS model for availability evaluation of maritime satellite earth station [J]. Systems Engineering and Electronics, 2023, 45(5): 1570-1579.
[8]	Yun ZHONG, Lujun WAN, Peiyang YAO, Jieyong ZHANG. Measurement and optimization of generation and evolution of agile C2 organization [J]. Systems Engineering and Electronics, 2023, 45(4): 1090-1097.
[9]	Junliang LI, Huayuan ZHU, Zheng WANG, Liming WANG, Xinlei ZHANG. Reliability modeling of airborne products based on mixed Gamma distribution [J]. Systems Engineering and Electronics, 2023, 45(2): 614-620.
[10]	Jianfeng YANG, Heye XIAO, Liang LI, Junqiang BAI, Weihao DONG. Multi-level module partition method of UAV based on fuzzy clustering and expert scoring mechanism [J]. Systems Engineering and Electronics, 2022, 44(8): 2530-2539.
[11]	Tingchun HU, Yufeng SUN, Xiaoxiao LI, Guangyan ZHAO. Solution of reliability of cold standby voting system with arbitrary distribution [J]. Systems Engineering and Electronics, 2022, 44(7): 2357-2363.
[12]	Chengfei YUE, Zhenghua XUE, Weiran YAO, Xibin CAO. Cooperative combat task allocation of multiple aerial vehicles based on the characteristic relation [J]. Systems Engineering and Electronics, 2022, 44(6): 1897-1906.
[13]	Qiuping XU, Kai ZHAO, Detao QU, Gangdun LIU. LCSS-based fast matching method of target trajectory rule [J]. Systems Engineering and Electronics, 2022, 44(4): 1263-1269.
[14]	Yao TAN, Qian ZHAO, Wenfeng WANG, Bo GUO, Ping JIANG. Type I censored reliability acceptence test plan for Weibull distributed products by considering expert information [J]. Systems Engineering and Electronics, 2022, 44(4): 1409-1416.
[15]	Han YANG, Haowei WANG, Qingrong LI, Min CHEN, Bo PENG. Application research of creep life model based on belief reliability theory [J]. Systems Engineering and Electronics, 2022, 44(3): 1044-1051.

Adaptive mechanism construction and evaluation method of complex engineering SoS

RichHTML

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 3

References 33

Related Articles 15

Recommended Articles

Metrics

Comments