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Formal Verification of Train Control with Air Pressure Brakes

机译:带气压制动器的列车控制的正式验证

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Train control technology enhances the safety and efficiency of railroad operation by safeguarding the motion of trains to prevent them from leaving designated areas of operation and colliding with other trains. It is crucial for safety that the trains engage their brakes early enough in order to make sure they never leave the safe part of the track. Efficiency considerations, however, also require that the train does not brake too soon, which would limit operational suitability. It is surprisingly subtle to reach the right tradeoffs and identify the right control conditions that guarantee safe motion without being overly conservative. In pursuit of an answer, we develop a hybrid system model with discrete control decisions for acceleration, brakes, and with continuous differential equations for their physical effects on the motion of the train. The resulting hybrid system model is systematically derived from the Federal Railway Administration model for flat terrain by conservatively neglecting minor forces. The main contribution of this paper is the identification of a controller with control constraints that we formally verify to always guarantee collision freedom in the FRA model. The safe braking behavior of a train is influenced not only by the train configuration (e.g., train length and mass), but also by physical characteristics (e.g., brake pressure propagation and reaction time). We formalize train control safety properties in differential dynamic logic and prove the correctness of the train control models in the theorem prover KeYmaera X.
机译:火车控制技术通过保护火车的运动来实现铁路操作的安全性和效率,以防止它们离开指定的操作区域并与其他列车碰撞。这对安全起见至关重要的是,火车足够早期刹车,以确保他们永远不会留下轨道的安全部分。然而,效率考虑也要求火车不刹车太快,这将限制操作适用性。令人惊讶的是,达到正确的权衡,并确定保证安全议案的正确控制条件,而不会过于保守。为了追求答案,我们开发了一个混合系统模型,具有离散的控制决策,用于加速,制动器,以及连续微分方程,用于对火车的运动的物理效应。通过保守忽视小力,系统地从联邦铁路管理模型系统地衍生自相关的混合系统模型。本文的主要贡献是识别控制限制的控制器,我们正式验证以始终保证FRA模型中的碰撞自由。火车的安全制动行为不仅受火车配置(例如,火车长度和质量)而影响,而且是通过物理特性(例如,制动压力传播和反应时间)。我们在差分动态逻辑中正式化列车控制安全性能,并证明了定理箴言keymaera X中的列车控制模型的正确性。

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