Table 10 Stochastic optimization Parameters - Uncertainty Modeling.

From: Techno-economic optimization of renewable hydrogen infrastructure via AI-based dynamic pricing

Parameter

Distribution

Parameters

Data Source

Solar irradiance

Beta(α = 2.1, β = 4.3)

Scaled to 1 kW/m²

NASA POWER (Perth 10-year data)

Wind speed

Weibull(k = 2.1, λ = 6.8 m/s)

At 80 m height

BOM Australia

Load demand noise

Normal(µ = 0, σ = 5%)

Autocorrelated

AEMO historical demand profiles