SHED: A dataset of simulated current and voltage measurements for X buildings
By S. Henriet

In order to enable high frequency NILM algorithm evaluation, we release a synthetic dataset called SHED whose purpose is to evaluate the disaggregation performence of NILM algorithm. This dataset contains simulated current and voltage measurements for X buildings. Each building contains the total current and voltage measurements on top of individuals consumptions: the power (building x, y, z) or the current (building a, b, c). The building features (number of categories, devices class) are summarized in the metadata file. For further information on the simulator, the data used or the evaluation of the dataset please refere to the Publication page.

The current version of the dataset is 1.0.

How to obtain

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The paper

(Henriet et al., 2018) Henriet, S., Şimşekli, U., Fuentes, B., & Richard, G. (2018). A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings. Energy and Buildings. https://hal.archives-ouvertes.fr/hal-02705056