A structured approach to the design and simulation-based testing of factory automation systems

E. Carpanzano, A. Ballarino
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引用次数: 13

Abstract

In order to face the more and more frequent market changes, reliable and flexible factory automation systems have to be developed or reconfigured with reduced times and costs. Therefore, innovative development methodologies for the structured design and testing of industrial supervision and control systems are mandatory. In the present work a development methodology is presented, which uses the formal reference model proposed by the IEC 61499 international standard to design the modules of a factory automation system. Moreover, a closed-loop simulation based testing method is presented to verify the different hierarchic levels of the designed automation system in a modular way, following a bottom-up approach. Such a technique is implemented in the Matlab environment, using its toolboxes Simulink and Stateflow. Through the adoption of formal models that exploit the concepts of modularity, encapsulation and abstraction, the description of complex systems is simplified and model reuse is enhanced. Furthermore, by means of a simulation based testing method correctness is verified before final implementation and reliability is improved. In the paper an application example is also presented, where the design and testing of the automation system of a manufacturing cell for a furniture factory by means of the proposed framework is illustrated.
工厂自动化系统的结构化设计和基于仿真的测试方法
为了应对日益频繁的市场变化,必须开发或重新配置可靠、灵活的工厂自动化系统,以减少时间和成本。因此,工业监控系统的结构化设计和测试的创新开发方法是必须的。本文提出了一种采用IEC 61499国际标准提出的形式化参考模型来设计工厂自动化系统模块的开发方法。此外,提出了一种基于闭环仿真的测试方法,按照自底向上的方法,以模块化的方式验证所设计的自动化系统的不同层次。这种技术是在Matlab环境下,使用其工具箱Simulink和Stateflow实现的。通过采用利用模块化、封装和抽象概念的形式化模型,简化了复杂系统的描述,增强了模型的可重用性。通过仿真测试方法,在最终实现前验证了系统的正确性,提高了系统的可靠性。文中还给出了一个应用实例,说明了利用该框架对某家具厂制造单元自动化系统的设计和测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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