Analysis of steady-state temperature distribution in moving webs in roll-to-roll (R2R) manufacturing

Abstract Heat transfer processes are integral to Roll-to-Roll (R2R) manufacturing where flexible substrates (webs) are continuously transported through operations such as printing, coating, embossing, and lamination. This paper presents mathematical models for the steady-state temperature distribution in moving webs by considering various heat transfer mechanisms and associated boundary conditions. Analytical solutions to the steady-state advection diffusion equation in two dimensions (2D) are derived for the temperature distribution across the thickness and length of the web. In addition, conditions are established for the validity of 1D approximations (along the length or transport direction), providing a framework for simplified analysis under specific operating scenarios of R2R applications. The models incorporate diverse boundary conditions representative of R2R systems, including free web spans exposed to convective heating/cooling, sections of the web span passing through a heating/cooling zone, and regions wrapped around heated/chilled rollers. These developments are useful for optimizing thermal management of moving webs and predicting thermal strains that influence transport dynamics (including web tension and velocity), which will aid in improving process and transport control strategies to minimize web defects. Comprehensive discussions based on parametric analysis are provided to offer guidance on model selection and operational conditions for various R2R scenarios.

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Publication Details

Journal
Journal of Thermal Science and Engineering Applications
Published
2026-03-02
DOI
https://doi.org/10.1115/1.4071276
Primary Topic
Vibration and Dynamic Analysis
Type
article
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article

Analysis of steady-state temperature distribution in moving webs in roll-to-roll (R2R) manufacturing

Aditya Yalamanchili, Prabhakar R. Pagilla
Journal of Thermal Science and Engineering Applications
Vibration and Dynamic Analysis
article

Analysis of steady-state temperature distribution in moving webs in roll-to-roll (R2R) manufacturing

Aditya Yalamanchili, Prabhakar R. Pagilla
article en

Abstract

Abstract Heat transfer processes are integral to Roll-to-Roll (R2R) manufacturing where flexible substrates (webs) are continuously transported through operations such as printing, coating, embossing, and lamination. This paper presents mathematical models for the steady-state temperature distribution in moving webs by considering various heat transfer mechanisms and associated boundary conditions. Analytical solutions to the steady-state advection diffusion equation in two dimensions (2D) are derived for the temperature distribution across the thickness and length of the web. In addition, conditions are established for the validity of 1D approximations (along the length or transport direction), providing a framework for simplified analysis under specific operating scenarios of R2R applications. The models incorporate diverse boundary conditions representative of R2R systems, including free web spans exposed to convective heating/cooling, sections of the web span passing through a heating/cooling zone, and regions wrapped around heated/chilled rollers. These developments are useful for optimizing thermal management of moving webs and predicting thermal strains that influence transport dynamics (including web tension and velocity), which will aid in improving process and transport control strategies to minimize web defects. Comprehensive discussions based on parametric analysis are provided to offer guidance on model selection and operational conditions for various R2R scenarios.

Journal of Thermal Science and Engineering Applications
College Station Medical Center (US), Texas A&M University (US)
Openalex Percentile: Top 40%
Vibration and Dynamic Analysis
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