In today's quickly evolving industrial landscape, predictive maintenance has emerged as a critical strategy to optimize equipment performance and minimize downtime. Leveraging advanced oil analysis techniques plays a pivotal role in this paradigm shift. By meticulously analyzing the properties of lubricant specimens, engineers can gain valuable kno