Introduction Diesel generators play a crucial role in providing backup power during outages and ensuring continuity in various industries and applications. These generators are relied upon to deliver consistent and reliable power supply, making their maintenance and fault detection essential to prevent unexpected breakdowns and interruptions. In this article, we