Optimization Under Uncertainty: Load and PV/Wind#559
Draft
Bill-Becker wants to merge 22 commits intodevelopfrom
Draft
Optimization Under Uncertainty: Load and PV/Wind#559Bill-Becker wants to merge 22 commits intodevelopfrom
Bill-Becker wants to merge 22 commits intodevelopfrom
Conversation
…neration profiles
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
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.