Predictive maintenance has revolutionized the way industries approach asset reliability. A key component of this strategy is advanced oil analysis, which provides invaluable insights into the health and condition of machinery by examining the characteristics of lubricant oil. Through sophisticated analytical techniques, technicians can detect wear