A new parametric framework shows that higher forecast uncertainty consistently shortens the optimal planning horizon for battery energy arbitrage across different battery designs.
Moving beyond 4-hour li-ion batteries: Challenges and opportunities for long(er)-duration energy storage
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Mapping High-Performance Regions in Battery Scheduling across Data Uncertainty, Battery Design, and Planning Horizons
A new parametric framework shows that higher forecast uncertainty consistently shortens the optimal planning horizon for battery energy arbitrage across different battery designs.