gridfm-datakit

This library is brought to you by the GridFM team to generate power flow data to train machine learning and foundation models.

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Workflow

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Comparison with other PF datasets/ libraries

Feature	Graph Neural Solver [1]	OPFData [2]	OPFLearn [3]	PowerFlowNet [4]	TypedGNN [5]	PF△ [6]	PGLearn [7]	gridfm-datakit [8]
Generator Profile	✅	❌	❌	✅	✅	✅	❌	❌
N-1	❌	✅	❌	❌	✅	✅	✅	✅
> 1000 Buses	❌	✅	✅	❌	❌	✅	✅	✅
N-k, k > 1	❌	❌	❌	❌	❌	❌	❌	✅
Load Scenarios from Real World	❌	❌	❌	❌	❌	❌	❌	✅
Scalable to 1M+	❌	❌	❌	❌	❌	❌	✅	✅