PISSM uses dynamic Hankel matrix embedding, a linear state space model, and a physics-informed gate based on solar zenith angle and clearness index to produce accurate, physically consistent solar forecasts with under 40,000 parameters for edge deployment.
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Physics-Informed State Space Models for Reliable Solar Irradiance Forecasting in Off-Grid Systems
PISSM uses dynamic Hankel matrix embedding, a linear state space model, and a physics-informed gate based on solar zenith angle and clearness index to produce accurate, physically consistent solar forecasts with under 40,000 parameters for edge deployment.