Data-driven prediction and thermodynamic performance assessment of industrial cooling towers using advanced machine learning algorithms

• Syed Rehman Jamil,

  Roles Data curation, Investigation, Software, Writing – original draft

  Affiliation Department of Mechanical Engineering, University of Engineering and Technology, Lahore, Pakistan

  https://orcid.org/0009-0008-2040-923X

  ⨯
• Adeel Shehzad,

  Roles Resources, Software, Writing – review & editing

  Affiliation Automotive Engineering Centre, University of Engineering and Technology, Lahore, Pakistan

  ⨯
• Muhammad Usman ,

  Roles Conceptualization, Methodology, Supervision, Writing – review & editing

  * E-mail: muhammadusman@uet.edu.pk (MU); m.mujtaba@uet.edu.pk (MMA); jana.petru@vsb.cz (JP)

  Affiliation Department of Mechanical Engineering, University of Engineering and Technology, Lahore, Pakistan

  https://orcid.org/0000-0003-0429-5355

  ⨯
• Muhammad Mujtaba Abbas ,

  Roles Data curation, Formal analysis, Writing – review & editing

  * E-mail: muhammadusman@uet.edu.pk (MU); m.mujtaba@uet.edu.pk (MMA); jana.petru@vsb.cz (JP)

  Affiliation Department of Mechanical Engineering, University of Engineering & Technology, New Campus, Lahore, Pakistan

  https://orcid.org/0000-0001-9134-9002

  ⨯
• Omama Zainab Qaisrani,

  Roles Data curation, Software, Writing – review & editing

  Affiliation Department of Mechanical Engineering, University of Engineering and Technology, Lahore, Pakistan

  ⨯
• Muhammad Wajid Saleem,

  Roles Formal analysis, Writing – review & editing

  Affiliation College of Engineering and Energy, Abdullah Al Salem University, Khaldiya, Kuwait

  ⨯
• Hafiz Muhammad Musharaf,

  Roles Formal analysis, Software, Writing – review & editing

  Affiliation Queensland Quantum and Advanced Technologies Research Institute, Griffith University, Brisbane, Australia

  ⨯
• Jana Petrů ,

  Roles Funding acquisition, Resources, Writing – review & editing

  * E-mail: muhammadusman@uet.edu.pk (MU); m.mujtaba@uet.edu.pk (MMA); jana.petru@vsb.cz (JP)

  Affiliation Department of Machining, Assembly and Engineering Metrology, Faculty of Mechanical Engineering, VŠB Technical University of Ostrava, Ostrava, Czech Republic

  https://orcid.org/0000-0002-2378-5678

  ⨯
• Muhammad Nasir Bashir,

  Roles Resources, Validation, Writing – review & editing

  Affiliations Department of Machining, Assembly and Engineering Metrology, Faculty of Mechanical Engineering, VŠB Technical University of Ostrava, Ostrava, Czech Republic, Multi-Scale Fluid Dynamics Lab, Department of Mechanical Engineering, Yonsei University, Seoul, Republic of Korea

  ⨯
• Yasser Fouad

  Roles Funding acquisition, Resources, Writing – review & editing

  Affiliation Department of Applied Mechanical Engineering, College of Applied Engineering, Muzahimiyah Branch, King Saud University, Riyadh, Saudi Arabia

  https://orcid.org/0000-0003-3797-4282

  ⨯