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Simulink to UPPAAL Statistical Model Checker: Analyzing Automotive Industrial Systems

机译:Simulink到UPPAAL统计模型检查器:分析汽车工业系统

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The advanced technology used for developing modern automotive systems increases their complexity, making their correctness assurance very tedious. To enable analysis by simulation, but also enhance understanding and communication, engineers use MATLAB/Simulink modeling during system development. In this paper, we provide further analysis means to industrial Simulink models by proposing a pattern-based, execution-order preserving transformation of Simulink blocks into the input language of UPPAAL Statistical Model checker, that is, timed (or hybrid) automata with stochastic semantics. The approach leads to being able to analyze complex Simulink models of automotive systems, and we report our experience with two vehicular systems, the Brake-by-Wire and the Adjustable Speed Limiter.
机译:用于开发现代汽车系统的先进技术增加了他们的复杂性,使他们的正确性保证非常繁琐。为了通过仿真实现分析,还可以增强理解和通信,工程师在系统开发期间使用MATLAB / SIMULINK建模。在本文中,我们通过提出基于模式的,执行顺序将Simulink块的执行顺序转换为Uppaal统计模型检查器的输入语言提供进一步的分析方法,即具有随机语义的定时(或混合)自动机。该方法能够分析汽车系统的复杂Simulink型号,我们向我们的两个车辆系统,制动器和可调速度限制器报告了我们的经验。

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