Early warning and failure diagnosis of power generation facilities This solution is an SAP Edge Services-based web solution that studies facility operating data, detects and alerts anomalies early, and diagnoses the cause of failure. Since Doosan's self-developed and certified ensemble algorithm is used, it provides a valid early warning based on high accuracy.