SiennaPRASInterface.jl

About

SiennaPRASInterface.jl is a Julia package that provides an interface to PRAS.jl from Sienna's PowerSystem.jl's System data model.

The Probabilistic Resource Adequacy Suite (PRAS) analyzes the resource adequacy of a bulk power system using Monte Carlo methods.

Getting Started

To use SiennaPRASInterface.jl, you first need a System from PowerSystems.jl

1. Install

] add SiennaPRASInterface

2. Add Data

Add outage information to generators using the supplemental attribute GeometricDistributionForcedOutage.

using PowerSystems
transition_data = GeometricDistributionForcedOutage(;
    mean_time_to_recovery=10,  # Units of hours
    outage_transition_probability=0.005,  # Probability for outage per hour
)
component = get_component(Generator, sys, "test_generator")
add_supplemental_attribute!(sys, component, transition_data)

3. Calculate Shortfalls and Expected Unserved Energy on System

using SiennaPRASInterface
sequential_monte_carlo = SequentialMonteCarlo(samples=10_000, seed=1)
shortfalls, = assess(sys, PowerSystems.Area, sequential_monte_carlo, Shortfall())
eue = EUE(shortfalls)