ADIOS - I-NERGY Open Dataset
This asset is the open dataset used for the experiment and for develop the proof of concept. It is an open dataset of SCADA data for Energy Management Systems.
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This asset is the open dataset used for the experiment and for develop the proof of concept. It is an open dataset of SCADA data for Energy Management Systems.
This notebook provides a simple workflow to perform discharge or energy forecast using ML .
In the domains of aeronautics, automotive, energy, manufacturing and retail, Munich Innovation Hub for Applied AI proposes novel solutions to counter the complexity and dependability challenges resulting from distributed accountability, the need for more ...
Hourly wind power production data in MWh/h from 69 wind farms in Norway.
A fully peer-to-peer framework to define and test graph neural network fragments for decentralized devices to classify themselves.
An implementation of the DBSCAN algorithm,that extracts mooring places out of AIS messages. Package also includes methods to analyze extracted clusters.
A Digital Twin solution that, leveraging a middleware and data analytics module, processes all the data received from shopfloor to identify potential faults.
Simulator developed within Humane-AI-Net Micro-Project "Social AI gossiping"
Federated training of Graph Neural Networks (GNNs) with Local Differential Privacy
The Semantic Middleware is a solution of middleware that acts as a connector mediating data exchanges between shop-floor data producers (publishers) and data consumers (subscribers), thus contributing to enhance the level of interoperability of the moder...