Published February 3, 2026 | Version v1.0.0
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Graph Neural Networks for SCADA data imputation

Authors/Creators

  • 1. ROR icon Ostschweizer Fachhochschule OST

Description

Graph Neural Network models for SCADA data imputation. This is part of the project Data imputation for SCADA data using Graph Neural Networks and Transfer Learning.

FarmGATv2 model weights were made available separately. 

Files

Files (27.5 MB)

Name Size Download all
md5:37a957884bb0568d61e382fd055fa24c
27.5 MB Download

Additional details

Related works

Is supplemented by
Dataset: 10.5281/zenodo.18430474 (DOI)

Funding

Swiss National Science Foundation
Data imputation for SCADA data using Graph Neural Networks and Transfer Learning 228975

Software

Repository URL
https://gitlab.ost.ch/windenergyatost/spark-discnet/farmnet
Programming language
Python , Makefile