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LDAR-Sim / LDAR_Sim

MIT License
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V4 automated sensitivity analysis #189

Closed ThomasGalesloot closed 5 months ago

ThomasGalesloot commented 6 months ago

Pull Request Key Information

Reason for change

Automated sensitivity analysis is a powerful tool for understanding the impact of uncertain parameters on model outputs.

What was changed

Developed a new LDAR-Sim sensitivity analysis module to allow users to run sensitivity with low effort.

Intended Purpose

Will allow users to specify parameters to vary and their values/ variations.

Level of version change required

N/A

Testing Completed

Various new unit tests added to test new functionality. All unit tests passing: unit_test_results.txt

Manual Testing Completed with Simple Sensitivity Scenarios for Each Sensitivity Level (Methods, Programs, Virtual World). Parameters and sensitivity results attached: Sensitivity Analysis Testing.zip

Target Issue

N/A

Additional Information

N/A

ThomasGalesloot commented 5 months ago

Updated testing results for SHA1: 10ad1f2 Unit testing: unit_test_results.txt Manual testing: Sensitivity Analysis Testing2.zip