Explore cutting-edge predictive maintenance technologies transforming solar asset management. Learn how AI analyzes inverter data to predict faults before failure, while Digital Twins create virtual replicas for real-time performance optimization and anomaly detection. Examine drone thermography workflows for module-level hotspot detection integrated with SCADA systems. Understand ML applications for soiling detection, weather pattern analysis, and degradation modeling. Review IEC compliance requirements, ROI models, and cybersecurity considerations for IT/OT convergence. Essential for O&M managers and asset owners implementing data-driven maintenance strategies for optimal plant performance.