The KnowlEDGE project will establish alternative approaches to data aggregation that can significantly reduce the impediments to optimal AI utilization by Swiss utilities, and then develop AI algorithms focused specifically on DSO use cases relating to grid operation activities. The DSO use cases are:
Use case 1: Detecting grid assets’ loading for improved visibility of LV network congestion.
Use case 2: Predicting future demand profiles and load forecasts in the LV and MV network, so helping with grid management, congestion, and curtailment.
Use case 3: Detecting quality of supply (QoS) issues, network anomalies
Use case 4: Predicting network anomalies, quality of supply issues.
Use case 5: Supporting the implementation of localized tariffs or services.