Coupled parameterized reduced order modelling of thermo-mechanical phenomena arising in blast furnace

0. Introduction

This repository contains numerical implementation of the benchmark tests reported in “Coupled parameterized reduced order modelling of thermo-mechanical phenomena arising in blast furnace” (see https://zenodo.org/record/3888145).

1. Prerequisites

We use python 3.6.9 as the programming language. In this project we use the libraries :

• FEniCS 2019.1.0 (www.fenicsproject.org)
• RBniCS 0.1.dev1 (www.rbnicsproject.org)
• Matplolib 3.1.2 (www.matplotlib.org)
• numpy 1.17.4 (www.numpy.org)

The solutions are stored in .pvd format, which can later be viewed with Paraview (www.paraview.org).

2. Installation

Simply clone the public repository:

git clone https://github.com/ROMSOC/benchmark_thermomechanical_model

3. Running the benchmark cases

Source codes for input data are provided in the folder “source_files”. Source codes for running the benchmark are provided in folder “source”. After running the benchmark, results are stored in folder “result_files”.

Run required .py file e.g. “file_name.py” as,

python3 file_name.py

4. Running Jupyter notebooks

The entire benchmark repository can be executed in a provided Docker container where a full installations of FEniCS, RBniCS, and different Python packages are available. Once you have clone or downloaded this repository, to build the container just type

docker build -t benchmars-thermomechanical-model . 

and for running it locally:

docker run -it --rm -p 8888:8888 benchmars-thermomechanical-model jupyter-lab --ip=0.0.0.0 --port=8888 --allow-root

Alternatively, user-friendly Jupyter Notebooks could be used to run different benchmarks on the cloud. For instance, the benchmark is available at: . Please, notice that mybinder cloud computations are limited to 2GB of RAM memory.

5. Authors and contributors

This code has been developed by [Nirav Vasant Shah] email under the supervision of [Dr. Michele Girfoglio] email, [Dr. Patricia Barral] email, [Prof. Peregrina Quintela] email, [Prof. Gianluigi Rozza] email and [Ing. Alejandro Lengomin] email.

6. How to cite

@misc{Shah_ThermoMechanicalCoupled__Coupled_2021,
author = {Shah, Nirav V. and Girfoglio, Michele and Barral, Patricia and Quintela, Peregrina and Rozza, Gianluigi and Lengomin-Pieiga, Alejandro},
doi = {10.5281/zenodo.5171821},
title = ,
url = {https://github.com/ROMSOC/benchmars-thermomechanical-model},
year = {2021}
}

7. License

• FEniCS and RBniCS are freely available under the GNU LGPL, version 3.
• Matplotlib only uses BSD compatible code, and its license is based on the PSF license. Non-BSD compatible licenses (e.g., LGPL) are acceptable in matplotlib toolkits.

Accordingly, this code is freely available under the GNU LGPL, version 3.

8. Disclaimer

In downloading this SOFTWARE you are deemed to have read and agreed to the following terms: This SOFT- WARE has been designed with an exclusive focus on civil applications. It is not to be used for any illegal, deceptive, misleading or unethical purpose or in any military applications. This includes ANY APPLICATION WHERE THE USE OF THE SOFTWARE MAY RESULT IN DEATH, PERSONAL INJURY OR SEVERE PHYSICAL OR ENVIRONMENTAL DAMAGE. Any redistribution of the software must retain this disclaimer. BY INSTALLING, COPYING, OR OTHERWISE USING THE SOFTWARE, YOU AGREE TO THE TERMS ABOVE. IF YOU DO NOT AGREE TO THESE TERMS, DO NOT INSTALL OR USE THE SOFTWARE.

9. Acknowledgments

The ROMSOC project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie Grant Agreement No. 765374. This repository reflects the views of the author(s) and does not necessarily reflect the views or policy of the European Commission. The REA cannot be held responsible for any use that may be made of the information this repository contains.