2 papers
cs.CE2026
NOCE-Net: Representation Learning for Battery Operational Context via Nested Sequence Modelling
Arnab Bhattacharjee, Wayes Tushar, Tapan Kumar Saha
Learning effective representations from battery operational history is essential for predictive health management and control-oriented applications. Existing approaches rely on res…
eess.SY2025
Uncertainty Discounting in Deterministic Black Box Price Predictions for Energy Arbitrage
Arnab Bhattacharjee
This study examines the economic impact of post-hoc uncertainty discounting in predictive energy management, specifically in battery energy arbitrage. A 2.2 MWh, 1.1 MW Tesla batte…