基于FMI/FMU标准的基于模型的控制系统设计新工具及其在能量学中的应用

M. Cech, J. Königsmarková, Jan Reitinger, P. Balda
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引用次数: 10

摘要

提出了一种基于FMI/FMU标准的基于模型的控制系统设计工具。重点介绍了FMI标准的应用,以便将控制系统开发周期从模型在环(MIL)仿真开始到硬件在环(HIL)仿真结束。它显示了如何将包含设备各部分(机械,电气,液压,热等)的动态微分代数方程的功能模型单元(FMU)轻松部署到统一的仿真环境中,从而设计控制系统。该程序允许在过程模型端结合来自各种基于modelica的工具的输入,利用Matlab/Simulink的功能进行控制系统的设计,分析和优化,并通过HIL场景执行最终测试,其中模型和控制系统在分离的硬件单元上实时模拟。详细讨论了两种FMI概念的优缺点,即联合仿真和模型交换。结合基于构件建模和基于方程建模的汽轮机实例,对整个过程进行了验证。在控制系统开发的各个阶段,对汽轮机模型和全控制回路进行了验证。结果表明,与自动FMU概念相比,带有专有求解器的单片仿真块减少了计算量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Novel tools for model-based control system design based on FMI/FMU standard with application in energetics
The paper presents novel tools for model-based control system design based on FMI/FMU standard (Functional Mock-up Interface / Unit). It is focused on application of FMI standard for easy integration of control system development cycle starting with Model-in-the-Loop (MIL) simulation and finishing with Hardware-in-the-Loop (HIL) simulation. It is shown, how the Functional Mock-up Units (FMU) containing dynamic differential-algebraic equations of various parts of the device (mechanical, electrical, hydraulic, thermal, etc.) can be easily deployed to unified simulation environment where the control system is designed, consequently. The procedure allows to combine inputs from various Modelica-based tools at the process model side, utilizing power of Matlab/Simulink for design, analysis and optimization of control system and perform final test via HIL scenario where both the model and control system are simulated in real-time on separated HW units. The pros and cons of both FMI concepts, i.e. Co-Simulation and Model Exchange are discussed in detail. The whole procedure is demonstrated on a steam turbine example combining component-based and equation based modeling. Both the turbine model and the full control loop are validated in all phases of control system development. It is shown, that monolithic simulation block with proprietary solver reduces computational burden compared to automatic FMU concept.
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