Loss Informed Dispatcher for Battery Systems (LIDBS)

Abstract

LIDBS takes battery-system operational data as an input. It then cleans the data using density-based clustering methods, forms an initial loss model, and then embeds the loss model into the optimization formulation. LIDBS provides a much more informed dispatch strategy over state-of-the-art approaches.