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PlantPredict Model Validation.md

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  • Description:
    • The following table is a collection of studies (not all of which are 3rd party) which quantify the accuracy of PlantPredict's entire performance model chain, as opposed to the individual models within the chain.
  • Metrics:
    • MBD: Mean Bias Difference
    • MxD: Maximum Difference
    • STD: 1 Sigma standard deviation
Paper Year Number of Systems Metric Accuracy Reference
Accuracy of Energy Assessments in Utility Scale PV Power Plants Using PlantPredict 2015 20 MBD
STD
0.41%
2.01%
https://ieeexplore.ieee.org/abstract/document/7356172
Fleet Performance of Large Scale PV in Australia 2016 3 MBD 0.37% PDF in "plantpredict_validation" folder
Validation of Bifacial Photovoltaic Simulation Software against Monitoring Data from Large-Scale Single-Axis Trackers and Fixed Tilt Systems in Denmark 2020 2 MxD <2% PDF in "bifacial_models" folder
Strategies to Optimize and Validate Backtracking Performance of Single-Axis Trackers on Sloped Sites 2021 1 MxD <0.5% PDF in "plantpredict_validation" folder