首页> 外文会议>International conference on current trends in theory and practice of computer science >Formal Verification and Safety Assessment of a Hemodialysis Machine
【24h】

Formal Verification and Safety Assessment of a Hemodialysis Machine

机译:血液透析机的形式验证和安全评估

获取原文

摘要

Given the safety-critical nature of healthcare systems, their rigorous safety assessment, in terms of studying their behavior in the presence of potential faults and how the malfunctioning components cause system failures, is of paramount importance. Traditionally, the safety assessment of a system is done analytically or using simulation based tools. However, the former is prone to human error and the later does not provide a complete analysis, which makes them inappropriate for the safety assessment of healthcare systems. These limitations can be overcome by using formal methods based safety assessment. This paper presents our experience of applying model based safety assessment and system verification tools on a hemodialysis machine. In particular, we use the nuXmv model checker to formally verify a formal model of the given hemodialysis machine. The formal model of the given system is then extended with various fault modes of the system components and the eXtended Safety Assessment Platform is used to check various undesired behaviors of the system using invariant properties defined as Top Level Events. This way, we can automatically generate the FTA and FMEA to do the safety assessment of the given hemodialysis machine.
机译:鉴于医疗保健系统的安全性至关重要,因此,在研究存在潜在故障时的行为以及故障组件如何导致系统故障方面,对其进行严格的安全评估至关重要。传统上,系统安全评估是通过分析或使用基于仿真的工具来完成的。但是,前者容易出现人为错误,而后者却无法提供完整的分析,因此不适合用于医疗保健系统的安全性评估。这些限制可以通过使用基于正式方法的安全评估来克服。本文介绍了我们在血液透析机上应用基于模型的安全评估和系统验证工具的经验。特别是,我们使用nuXmv模型检查器来正式验证给定血液透析机的正式模型。然后,使用系统组件的各种故障模式扩展给定系统的形式模型,并使用扩展安全评估平台使用定义为“顶级事件”的不变属性来检查系统的各种不良行为。这样,我们可以自动生成FTA和FMEA来对给定的血液透析机进行安全性评估。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号