“In the context of global fossil energy shortages, the healthy operation and maintenance of photovoltaic arrays are crucial. Experts have reviewed the current research status of photovoltaic array modeling, parameter identification, feature extraction, and health assessment, and constructed a four in one technology loop of "mechanism modeling → parameter identification → feature extraction → state evaluation", providing complete methodological support for intelligent operation and maintenance of photovoltaic arrays.”