基于目标和SysML的自适应社会网络物理系统建模

A. Anda
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引用次数: 13

摘要

社会-网络-物理系统(social -cyber-physical systems, scps)是具有社会-技术系统(social -technical system, STS)特征的网络-物理系统。一些scp需要动态地适应不断变化的情况,以便在其环境中与用户达到最佳的共生关系。定制需求、工程活动和建模技术是开发scp和支持其运行时适应性所必需的。本文旨在将一种通用的sts建模方法(即使用面向目标的需求语言- GRL进行目标建模)与一种传统的cps建模方法(即SysML和特征模型)结合起来,以便在SCPS需求、设计、仿真和实施活动的早期整合社会概念。为了在设计时和运行时适应期间帮助保证系统质量和合规性,本文建议将目标和特征模型转换为数学函数,用于在设计时模拟和运行时适应期间验证可能的设计和适应方案。这些功能可以在目标建模工具之外使用,并与SysML模型、仿真、问题解决器和实现工具结合使用。此外,通过第三方需求管理系统,提出了GRL和SysML模型之间的集成,以加强系统可追溯性,并帮助确保在SCPS开发过程中正确考虑涉众目标。
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Modeling Adaptive Socio-Cyber-Physical Systems with Goals and SysML
Socio-cyber-physical systems (SCPSs) are cyber-physical systems (CPSs) with a socio-technical system (STS) aspect. Several SCPSs need to adapt dynamically to changing situations in order to reach an optimal symbiosis with users in their contexts. Tailoring requirements engineering activities and modeling techniques is needed for developing SCPSs and supporting their runtime adaptability. The proposed thesis aims to combine a common way of modeling STSs (i.e., goal modeling with the Goal-oriented Requirement Language – GRL) to a conventional way of modeling CPSs (i.e., SysML and feature models) in order to integrate social concepts early in SCPS requirements, design, simulation, and implementation activities. To help guarantee system quality and compliance during both design time and runtime adaptations, the thesis proposes to translate goal and feature models to mathematical functions used to validate possible design and adaptation alternatives both during simulations at design time and adaptations at runtime. These functions can be used outside goal modeling tools and be combined to SysML models, simulations, problem solvers, and implementation tools. Furthermore, an integration between GRL and SysML models via a third-party requirements management system is proposed in order to strengthen system traceability and help ensure that stakeholder goals were considered properly during the SCPS development process.
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