Abstract
The model-based systems engineering is gradually applied to the development of complex systems, it has the advantages of accurate transmission of design output, rapid response to design changes, and undemanding reuse of design achievements. In this paper, MBSE is evaluated from three perspectives, including the theoretical system of model-driven research and development (R&D), the requirements of product R&D as well as the requirements of complex system R&D, and the shortcomings of MBSE are sorted out. On this basis, this paper proposes the R&D process of complex system hybrid-driven by model and data, and analyzes the key technologies to be solved.
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References
DoD Architecure Framework Working Group. DoD Architecure Framework version 1.5. U.S.A: DoD (2007)
DoD Architecture Framework Working Group. DoD architecture framework, version 2.0. The United States: Department of Defense (2009)
Zhao, Q.: System Engineering and Architecture Modeling Methods and Techniques. Defense Industry Press (2013)
Zhang, W.: Military Information Demand Wngineering. Defense Industry Press (2011)
Walden, D.D., Roedler, G.J., Forsberg, K.J., Hamelin, R.D., Shortell, T.M.: Systems Engineering Handbook.In: International Council on Systems Engineering (INCOSE), 4th edn. (2015)
Yang, Z.: Use the harmony-SE approach to extend the advantages of MBSE. In: 16th Conference on Industrial Electronics and Applications (ICIEA). IEEE (2021)
Luo, A.: Architecture Design and Analysis of C4ISR based on Information Model. National Defense Science and Technology University (2006)
Butenko, S., Murphey, R., Pardalos, P.: Cooperative control:models applications and algorithms. Academic Publishers, Kluwer (2003)
Wang, L., Yong, F.: Analysis of demand analysis of weapons equipment based on DoDAF. Comput. Eng. Des. 30(22), 5266–5268 (2009)
Chen, G., Ma, Y.: Research on the framework of combat requirements of weapons equipment system. Comput. Simul. 26(1), 5–7 (2009)
Lu, Y.: Research on the requirements view product of weapons equipment based on ability. National Defense Science and Technology University (2006)
Shu, Y.: Modeling methods and application of weapon equipment based on ability demand. National Defense Science and Technology University (2009)
Wolfig, R., Jakovljevic, M.: Distributed IMA and DO-297: Architectural. communication and certification attributes. In: 27th Digital Avionics Systems Conference (DASC), USA. IEEE/AIAA, pp. 2–6 (2008)
Feiler, P.H., Gluch, D.P.: Model-Based Engineering with AADL: An Introduction to the SAE Architecture Analysis & Design Language. Addison-Wesley Professional, Upper Saddle River, NJ, USA (2013)
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Song, W., Li, K. (2023). An Assumption of R&D Method Driven by Model and Data. In: Krob, D., Li, L., Zhang, X., Yao, J., Guo, M. (eds) Complex Systems Design & Management. CSD&M 2023. Lecture Notes in Electrical Engineering, vol 1085. Springer, Singapore. https://doi.org/10.1007/978-981-99-6511-3_13
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DOI: https://doi.org/10.1007/978-981-99-6511-3_13
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