Scenario Experience


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Wind, solar, storage — with so much data, just ask and know.
Wind, solar, storage — each with its own monitoring system, different formats, manual work is heavy
Equipment anomaly analysis needs senior engineers — scarce talent, slow response
Traditional BI requires training, field technicians can't use it independently
Equipment anomalies are often noticed after power output is affected, missing the best intervention window
Ops staff asks "yesterday's wind farm generation ranking" — gets answer in 3 seconds
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