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ON ABSTRACTION AND INTERPRETABILITY: A BEHAVIOURAL PERSPECTIVE

机译:关于抽象和可解释性的行为视角

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The process of abstracting physical systems to obtain models and interpret these for the desired purpose is considered from a perspective originating from the behavioural framework. It is pointed out that for the purpose of modelling regenerative processes or passive controllers, the behavioural framework and bond graphs are well suited. The reader is introduced to modelling of dynamical systems in the behavioural framework; in this context system representations predominant in the behavioural framework are presented. In addition, the concepts of interconnection and control by interconnection are shown together with a numerical simulation and an illustrative example.rnBond graphs for graphical modelling of systems without a priori assumptions of causality are presented, with the key concepts illustrated by repeating the illustrative example from the behavioural modelling section by help of bond graphs. A comparison shows that manifest behaviours of interconnected systems can be stated directly from the corresponding bond graph. This shows the common applicability of both techniques to handle real world modelling and control problems.
机译:从行为框架出发,考虑了抽象物理系统以获得模型并为所需目的解释模型的过程。要指出的是,出于建模再生过程或被动控制器的目的,行为框架和键图非常适合。向读者介绍了行为框架中的动力学系统建模;在这种情况下,提出了行为框架中占主导地位的系统表示。此外,还显示了互连和通过互连进行控制的概念以及一个数值模拟和一个示例性示例。给出了没有事先因果关系假设的系统图形化建模的rnBond图,并通过从以下示例中重复了示例性示例来说明了关键概念借助绑定图来进行行为建模部分。比较表明,可以直接从相应的键图说明互连系统的明显行为。这表明这两种技术在处理现实世界中的建模和控制问题方面具有普遍的适用性。

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