The Challenge
Solar installations span large areas with thousands of individual assets. Monitoring each panel, inverter, and connection point manually is impossible at scale. SCADA systems show individual readings but miss the patterns that emerge across the full installation. By the time a failing inverter is noticed, weeks of lost output have already accumulated.
How GuardianVector Works for Solar
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Complete Asset Graph
Every panel, string, inverter, transformer, and grid connection mapped with properties — age, expected output, maintenance history, warranty status — and relationships to adjacent equipment.
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Performance Anomaly Detection
AI monitors output patterns across the entire installation. A panel producing 15% below expected output relative to weather conditions and neighbouring panels is flagged automatically — not just when it crosses a hard threshold.
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Autonomous Drone Inspection
When an anomaly is detected, drones are dispatched to inspect. Thermal imaging identifies hot spots, cracked cells, and connection issues. Visual inspection catches physical damage, soiling, and vegetation encroachment.
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Evidence-Based Reporting
Complete inspection reports with annotated imagery, trend data, severity classification, and recommended actions — delivered to the operations team ready to act on.
Key Use Cases
Inverter performance monitoring and failure prediction
Panel-level anomaly detection with thermal drone inspection
Vegetation management and site security surveillance
Grid connection monitoring and compliance reporting
Weather-correlated performance analysis across the entire installation