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Qualitative, causal reasoning about device behavior

机译:有关设备行为的定性,因果推理

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摘要

The methods of causal ordering provide an operational means to determine the causal relations among the variables in a model of the equilibrium behavior of a device. The author extends the method to dynamic models as well as mixed models of equilibrium and dynamic equations. He defines self-containment for dynamic and mixed structures and describes causal ordering in such structures. For correct application of the method of causal ordering, the equations comprising the model of a device must be such that each of them comes from an understanding of a conceptually distinct mechanism. To ensure that an equation model satisfies this requirement, an explicit representation of the understanding of mechanisms underlying an equation model was developed. Equations are generated automatically from this representation. An example involving the mixed model of an evaporator is used to illustrate the proposed approach.
机译:因果顺序的方法提供了一种操作手段,用于确定设备的平衡行为模型中变量之间的因果关系。作者将该方法扩展到动态模型以及均衡和动态方程的混合模型。他为动态和混合结构定义了自我密封,并描述了这种结构中的因果关系。为了正确应用因果关系方法,包括设备模型的等式必须使得它们中的每一个来自理解概念上不同的机制。为了确保等式模型满足这一要求,开发了对等式模型的基础的理解的明确表示。从该表示自动生成方程。涉及蒸发器的混合模型的示例用于说明所提出的方法。

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