On the Formalization of the Heat Conduction Problem in HOL

08/13/2022
by   Elif Deniz, et al.
0

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.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
11/24/2021

Formalization of Bond Graph using Higher-order-logic Theorem Proving

Bond graph is a unified graphical approach for describing the dynamics o...
research
06/08/2018

Formalization of Lerch's Theorem using HOL Light

The Laplace transform is an algebraic method that is widely used for ana...
research
10/01/2020

Error Inhibiting Schemes for Initial Boundary Value Heat Equation

In this paper, we elaborate the analysis of some of the schemes which we...
research
06/09/2023

Energy-Dissipative Evolutionary Deep Operator Neural Networks

Energy-Dissipative Evolutionary Deep Operator Neural Network is an opera...
research
02/22/2022

Acceleration of Gossip Algorithms through the Euler-Poisson-Darboux Equation

Gossip algorithms and their accelerated versions have been studied exclu...
research
12/07/2022

Bio-Heat Transfer and Monte Carlo Measurement of Near-Infrared Transcranial Stimulation of Human Brain

Transcranial photobiomodulation is an optical method for non-invasive br...
research
07/19/2020

An unsupervised learning approach to solving heat equations on chip based on Auto Encoder and Image Gradient

Solving heat transfer equations on chip becomes very critical in the upc...

Please sign up or login with your details

Forgot password? Click here to reset