Title

Forecasting the energy efficiency of an earth-air heat exchanger with integrated twisted tabs using machine learning techniques

Journal title

Archives of Thermodynamics

Yearbook

2025

Volume

vol. 46

Issue

No 3

Authors

Kouchih, Fatima Benali ; Boualem, Khadidja ; Bouchouicha, Malika Seddik ; Bentouba, Yasmine ; Soussa, Abdhalim ; Azzi, Abbes

Affiliation

Kouchih, Fatima Benali : Aero Hydrodynamic Naval Laboratory (LAHN), University of Science and Technology of Oran Mohamed Boudiaf (USTO-MB), Faculty of Mechanical Engineering, BP1505 El-Mnaouar, Oran 31000, Algeria ; Boualem, Khadidja : Aero Hydrodynamic Naval Laboratory (LAHN), University of Science and Technology of Oran Mohamed Boudiaf (USTO-MB), Faculty of Mechanical Engineering, BP1505 El-Mnaouar, Oran 31000, Algeria ; Bouchouicha, Malika Seddik : Aero Hydrodynamic Naval Laboratory (LAHN), University of Science and Technology of Oran Mohamed Boudiaf (USTO-MB), Faculty of Mechanical Engineering, BP1505 El-Mnaouar, Oran 31000, Algeria ; Bentouba, Yasmine : Aero Hydrodynamic Naval Laboratory (LAHN), University of Science and Technology of Oran Mohamed Boudiaf (USTO-MB), Faculty of Mechanical Engineering, BP1505 El-Mnaouar, Oran 31000, Algeria ; Soussa, Abdhalim : Aero Hydrodynamic Naval Laboratory (LAHN), University of Science and Technology of Oran Mohamed Boudiaf (USTO-MB), Faculty of Mechanical Engineering, BP1505 El-Mnaouar, Oran 31000, Algeria ; Azzi, Abbes : Aero Hydrodynamic Naval Laboratory (LAHN), University of Science and Technology of Oran Mohamed Boudiaf (USTO-MB), Faculty of Mechanical Engineering, BP1505 El-Mnaouar, Oran 31000, Algeria

Keywords

Machine learning ; Earth-air heat exchanger ; Twisted tabs ; Heat transfer ; Dataset

Divisions of PAS

Nauki Techniczne

Coverage

127‒139

Publisher

The Committee of Thermodynamics and Combustion of the Polish Academy of Sciences and The Institute of Fluid-Flow Machinery Polish Academy of Sciences

Date

28.10.2025

Type

Article

Identifier

DOI: 10.24425/ather.2025.156584

Editorial Board

International Advisory Board

J. Bataille, Ecole Central de Lyon, Ecully, France

A. Bejan, Duke University, Durham, USA

A. C. Benim, Duesseldorf University of Applied Sciences, Germany

W. Blasiak, Royal Institute of Technology, Stockholm, Sweden

G. P. Celata, ENEA, Rome, Italy

L.M. Cheng, Zhejiang University, Hangzhou, China

M. Colaco, Federal University of Rio de Janeiro, Brazil

J. M. Delhaye, CEA, Grenoble, France

M. Giot, Université Catholique de Louvain, Belgium

K. Hooman, University of Queensland, Australia

D. Jackson, University of Manchester, UK

D.F. Li, Kunming University of Science and Technology, Kunming, China

K. Kuwagi, Okayama University of Science, Japan

J. P. Meyer, University of Pretoria, South Africa

S. Michaelides, Texas Christian University, Fort Worth Texas, USA

M. Moran, Ohio State University, Columbus, USA

W. Muschik, Technische Universität Berlin, Germany

I. Müller, Technische Universität Berlin, Germany

H. Nakayama, Japanese Atomic Energy Agency, Japan

S. Nizetic, University of Split, Croatia

H. Orlande, Federal University of Rio de Janeiro, Brazil

M. Podowski, Rensselaer Polytechnic Institute, Troy, USA

A. Rusanov, Institute for Mechanical Engineering Problems NAS, Kharkiv, Ukraine

M. R. von Spakovsky, Virginia Polytechnic Institute and State University, Blacksburg, USA

A. Vallati, Sapienza University of Rome, Italy

H.R. Yang, Tsinghua University, Beijing, China