Thermal Power Plants

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• Published Subscription Original Research 15 Apr 2026

  Development of a Generative AI Model for Early Detection and Prevention of Electrical Faults in Thermal Power Plants

  By Shreekantrao, Nagendra Kumar Swarnkar

  Abstract: Electrical faults in thermal power plants can lead to severe equipment damage, production downtime, and safety hazards if not detected in advance. This study presents the development of a Generative Artificial Intelligence (GenAI) model for the early detection and prevention of electrical faults using predictive analytics. The proposed framework integrates Generative Adversarial Networks (GANs) with deep learning (CNN) and machine learning algorithms (Random Forest, Logistic Regression) to enhance data diversity, …

  Published in International Journal of Energy and Thermal Applications · Vol. 4, Issue 1, 2026 · pp. 1–10 Read article →