Machine learning framework for predicting ESDD on high-voltage glass insulators with SHAP-based feature optimization

• Ali Ahmed Salem,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Interdisciplinary Research Center for Sustainable Energy Systems, Research and Innovation, KFUPM, Dhahran, Saudi Arabia

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• Waleed M. Hamanah ,

  Roles Investigation, Project administration, Validation, Writing – review & editing

  * E-mail: waleed.hamanah@kfupm.edu.sa (WMH), mgammal10@gmail.com (SMAA) sasamir222@gmail.com (SAG)

  Affiliations Interdisciplinary Research Center for Sustainable Energy Systems, Research and Innovation, KFUPM, Dhahran, Saudi Arabia, Department of Electrical Engineering, College of Engineering and Physics, KFUPM, Dhahran, Saudi Arabia

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• Abdullah S. Algamili,

  Roles Formal analysis, Methodology, Validation, Writing – review & editing

  Affiliation School of Electrical and Electronic Engineering, Universiti Sains Malaysia, Engineering Campus, Nibong Tebal, Penang, Malaysia

  https://orcid.org/0000-0001-6647-440X

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• Salem Mgammal Al-Ameri ,

  Roles Formal analysis, Methodology, Software, Validation, Writing – review & editing

  * E-mail: waleed.hamanah@kfupm.edu.sa (WMH), mgammal10@gmail.com (SMAA) sasamir222@gmail.com (SAG)

  Affiliation Interdisciplinary Research Center for Sustainable Energy Systems, Research and Innovation, KFUPM, Dhahran, Saudi Arabia

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• Samir Al-Gailani

  Roles Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Writing – review & editing

  * E-mail: waleed.hamanah@kfupm.edu.sa (WMH), mgammal10@gmail.com (SMAA) sasamir222@gmail.com (SAG)

  Affiliations Electrical Engineering Department, University of Aden, Yemen, Wireless Communication Centre, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, UTM Johor Bahru, Malaysia

  https://orcid.org/0000-0002-8773-7464

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