Implementing AI and ML to Strengthen Energy Sector Competence Verification

Abstract

Through a literature analysis, this qualitative research article employing complex adaptive systems (CAS) investigates how AI and
ML have revolutionized competence assurance in Africa’s energy sector. Topics covered in the article include the evolution of
AI and ML methods, their use in education, building confidence and skill, obstacles and restrictions, and new developments in
the field. The main results show that AI and ML improve quality control, streamline manufacturing, and speed up competence
assurance. Discussion is on cutting-edge innovations like VR/AR and the combination of AI with experimental methods. Faster
assurance procedures, efficient production, and a competent knowledge repository are all made possible by AI and ML, and
their far-reaching effects on competence assurance are highlighted by the future implications.