Optimization Under Uncertainty: Load and PV/Wind #559
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This pull request introduces scenario-based optimization under uncertainty (OUU) modeling into several core constraint modules of the codebase. The changes systematically update constraints and expressions to operate over multiple scenarios, weighted by scenario probabilities, instead of assuming a single deterministic case. This allows the model to account for uncertainty in key parameters and outputs - currently just the electric load profile and PV/Wind production factor.
See OUU_COMPLETE_IMPLEMENTATION_SUMMARY.md for comprehensive summary.
The most important changes are:
include("core/uncertainty.jl")to the main module, indicating the introduction of a new uncertainty modeling framework.scenarioindex to all relevant variables, constraints, objective function, and results.These changes collectively enable the model to capture the effects of uncertain parameters on system operation and economics by evaluating constraints and costs across multiple weighted scenarios.