All software
GasNetSim
GasNetSim is a simulation package designed for gas network steady-state simulation. It supports the steady-state natural gas network simulations with different gas mixture compositions, thus enabling accurate analysis of the impacts of hydrogen injection on the gas network.
- Energy
- ESD
- ESD - Topic 2
- + 1
- Jupyter Notebook
- Python
HeatNetSim
HeatNetSim is a simulation package designed for the simulation of unidirectional and bidirectional networks such as fifth generation thermal networks. It can be used for both steady-state simulations and additionally enables a dynamic temperature calculation.
- Energy
- ESD
- ESD - Topic 2
- + 1
- Python
LinMOG
LinMOG is a collection of tools for the generation of linear models for univariate and multivariate functions. Furthermore, the linear model can be automatically transformed into a MILP optimization formulation.
- Energy
- ESD
- ESD - Topic 2
- + 3
- Python
PowerMarketSim
PowerMarketSim is a fundamental model of the European day-ahead market. It links decentralized bidding and market clearing via Lagrangian relaxation and represents cross-zonal constraints through congestion rents, producing realistic price signals and unit schedules.
- Energy
- ESD
- ESD - Topic 2
- + 2
- Python
ePowCoRe
A generic representation of power grids, enabling open-source model conversion modules for common open and proprietary modeling tools.
- Energy
- ESD
- python
- Python
- MATLAB
Alice2Modelica
This tool allows for the automated generation and calibration of white-box modelica room models based on a room description in the mini-language Modelica.
- Energy
- ESD
- ESD - Topic 2
- + 3
- Python
Cat4KIT
Cat4KIT is an open-source framework for cataloging, managing and publishing research data according to the FAIR principles. Building on the STAC-Ecosystem, it allows for a simple and user-friendly description, integration and discovery of research data.
- data managment
- Earth & Environment
- FAIR Data
- + 2
FIWARE deployment kit
This kit simplifies the deployment of the open-source Internet-of-Things (IoT) platform FIWARE
- Energy
- ESD
- ESD - Topic 2
- + 1
- YAML
- Shell
Lightning UQ Box
The lightning-uq-box is a PyTorch library that provides various Uncertainty Quantification (UQ) techniques for modern neural network architectures.
- Deep Learning
- python
- uncertainty quantification
- Python