Our approach to maintenance and quality control represents a significant improvement over traditional methods. It demonstrated higher sensitivity in detecting certain equipment issues compared to conventional qualification tests, thereby enabling proactive maintenance through early identification of systematic problems before they cause major failures. Unlike periodic checks, our method provides continuous quality monitoring.