Hierarchical Anomaly Detection and Multimodal Classification in Large-Scale Photovoltaic Systems

Operation anomalies are common phenomena in large-scale solar farms. Effective anomaly detection and classification is essential for improving operation reliability and electricity generation. However, this is a challenging task due to the high complexity and wide variety of frequently occurring anomalies. Furthermore, existing preinstalled supervisory control and data acquisition systems (SCADA) ...