Energy
AI is expected to dramatically reshape the energy sector. This section provides references on on-going projects and existing results in that area.
Super-Resolution applied to thermal images of medium-voltage power lines [I-NERGY]
The project SuperPower 2.0 developed thanks to I-NERGY second open call has developed super-resolution algorithms to increment the pixels in a thermal image using Convolutional Neural Networks. The datasets included consists of two subserts of original t...
Super-Resolution applied to thermal images of high-voltage power lines [I-NERGY]
The project SuperPower 2.0 developed thanks to I-NERGY second open call has developed super-resolution algorithms to increment the pixels in a thermal image using Convolutional Neural Networks. The datasets included consists of two subserts of original ...
ENTSOE Data retrieval Library
A Java library to easily retrieve data from ENTSOE transparency platform.
Solar Production Forecast Model
The Solar Production Forecast Model is a cutting-edge tool that leverages machine learning to predict solar energy output, helping entities maximize the benefits of solar energy and streamline their consumption.
Artelys
AIRGo - I-NERGY - Training script
Docker image containing the script to execute a Grid2Op agent training while using the PowSyBl Backend on a dataset.
AIRGo - I-NERGY - Simulation Jupyter Notebook
Jupyter Notebook providing the execution of a simulation of a given Grid2Op agent using the PowSyBl backend.
THRUST-AID: AI Diagnostics for aerial electricity grid inspections
THRUST-AID is an AI-powered automatic powerline defect detection tool, trained on extensive ultra-high resolution aerial imagery data selected from the entire Lithuania’s transmission network. The developed AI analytics software is able to identify high-r...
THRUST-AID: AI Diagnostics for aerial electricity grid inspections
THRUST-AID is an AI-powered automatic powerline defect detection tool, trained on extensive ultra-high resolution aerial imagery data selected from the entire Lithuania’s transmission network. The developed AI analytics software is able to identify high-r...