Version 1.0.0

Pretrained GNN model weights for SCADA data imputation (Kelmarsh and Penmanshiel wind farms)

Hammer, Florian;Barber, Sarah

Description

Model weights for GNN Wind Farm models based on Kelmarsh and Penmanshiel wind farm data. This is part of the project Data imputation for SCADA data using Graph Neural Networks and Transfer Learning.The model files (.pt) are PyTorch state dicts. To load the models, the FarmGATv2 class from the code repository (DOI pending) needs to be used.

Citations (0)

Mentions (0)

Metrics

Dataset Index

0.4

FAIR Score

85%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

Creative Commons Attribution 4.0 International

Assigned Domain

Subfield

Statistical and Nonlinear Physics

Field

Physics and Astronomy

Domain

Physical Sciences

Confidence Score

44%

Source

Scholar Data Model

Normalization Factors

FT

63.46

CTw

1.00

MTw

1.00