2 papers
eess.SY2026
Learning Control Policies from Heterogeneous Multi-Horizon Time Series in Battery Energy Management Systems
Sheng Yin, Vivek Teja Tanjavooru, Holger Hesse +1
This paper introduces Representation-to-Decision (R2D), an end-to-end imitation learning framework that maps heterogeneous multi-horizon time-series inputs directly to battery cont…
eess.SY2025
Price Aware Power Split Control in Heterogeneous Battery Storage Systems
Sheng Yin, Vivek Teja Tanjavooru, Thomas Hamacher +2
This paper presents a unified framework for the optimal scheduling of battery dispatch and internal power allocation in Battery energy storage systems (BESS). This novel approach i…