3 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
Multi-Objective Nonlinear Power Split Control For BESS With Real-Time Simulation Feedback
Vivek Teja Tanjavooru, Prashant Pant, Thomas Hamacher +1
This paper presents a mixed-integer, nonlinear, multi-objective optimization strategy for optimal power allocation among parallel strings in Battery Energy Storage Systems (BESS).…
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…