GridFM DataKit (gridfm-datakit) is a Python library for generating realistic, diverse, and scalable synthetic datasets for power flow (PF) and optimal power flow (OPF) machine learning solvers. It ...
Synthetic Power Flow Data Generation Using Physics-Informed Denoising Diffusion Probabilistic Models
In smart grid, data-driven modules and applications rely on access to high-quality power flow data; however, real-world data are often limited due to privacy and operational constraints. This paper ...
Abstract: The diversity of heterogeneous data sources in pervasive modern enterprises requires scalable and adaptable Extract-Transform-Load (ETL) pipelines. Established rule-based ETL approaches and ...
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