Abstract: Class incremental learning (CIL) aims to tackle the challenge of catastrophic forgetting when processing continuous data streams. Current state-of-the-art methods based on experience replay ...

Abstract: Uncertainties and variabilities stemming from renewable energy make accurate prediction challenging, and thus pose significant difficulties for power system operation. This paper proposes an ...