HOL中热传导问题的形式化

Elif Deniz, Adnan Rashid, Osman Hasan, S. Tahar
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引用次数: 0

摘要

偏微分方程(PDEs)被广泛用于模拟物理现象和分析许多工程和物理系统的动力学行为。热方程是最著名的偏微分方程之一,它捕捉了温度分布和热量在物体内的扩散。由于这些方程在各种安全关键应用(如热保护系统)中的广泛应用,传热的形式化分析是至关重要的。本文提出用高阶逻辑定理证明来形式化地分析直角坐标下的热传导问题。特别地,我们使用HOL光定理证明的多变量微积分理论,将传热正式建模为矩形板的一维热方程。这需要热算符的形式化,以及对其各种性质的形式化验证,例如线性和标度。此外,我们使用变量分离方法来正式验证pde的解,该方法允许使用HOL Light在各种初始和边界条件下对板中的传热进行建模。
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On the Formalization of the Heat Conduction Problem in HOL
Partial Differential Equations (PDEs) are widely used for modeling the physical phenomena and analyzing the dynamical behavior of many engineering and physical systems. The heat equation is one of the most well-known PDEs that captures the temperature distribution and diffusion of heat within a body. Due to the wider utility of these equations in various safety-critical applications, such as thermal protection systems, a formal analysis of the heat transfer is of utmost importance. In this paper, we propose to use higher-order-logic (HOL) theorem proving for formally analyzing the heat conduction problem in rectangular coordinates. In particular, we formally model the heat transfer as a one-dimensional heat equation for a rectangular slab using the multivariable calculus theories of the HOL Light theorem prover. This requires the formalization of the heat operator and formal verification of its various properties, such as linearity and scaling. Moreover, we use the separation of variables method for formally verifying the solution of the PDEs, which allows modeling the heat transfer in the slab under various initial and boundary conditions using HOL Light.
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