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“What is AI predictive maintenance for solar?” It uses machine learning on operational data (especially inverter/SCADA) to anticipate failures and optimize maintenance interventions.​ “Why does it cut downtime?” Because you fix problems before they become full outages, and you plan staff/spares instead of reacting after failure.​ “Which assets drive most downtime risk?” DNV highlights inverter failures as a major cause of problems in PV plants, so inverters are a high-ROI starting point.​ “What
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