Digitalized Energy Systems

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10 repositories

opfgym
Public
A gymnasium-compatible framework to create reinforcement learning (RL) environment for solving the optimal power flow (OPF) problem. Contains five OPF benchmark environments for comparable research.
benchmark environment reinforcement-learning supervised-learning rl optimal-power-flow opf pandapower environment-design
Python
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MIT License
•0•2•10•0•Updated Nov 18, 2024Nov 18, 2024
monee
Public
Framework for calculating the steady-state energy flow and for solving optimization problems in coupled energy grids (gas, heat, electricity)
gas electricity heat complex-network steady-state-analysis multi-energy-systems
Python
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MIT License
•0•1•0•0•Updated Nov 16, 2024Nov 16, 2024
communication-incidents-in-cpes
Public
Python
•0•0•0•0•Updated Oct 24, 2024Oct 24, 2024
rl-opf-env-design
Public
Repository for the publication "Learning the Optimal Power Flow: Environment Design Matters".
Python
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MIT License
•1•4•0•0•Updated Oct 10, 2024Oct 10, 2024
marl_clearing_and_bidding
Public
Accompanying repository to publication "Approximating Energy Market Clearing and Bidding With Model-Based Reinforcement Learning"
Python
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MIT License
•0•0•0•0•Updated Oct 10, 2024Oct 10, 2024
energy-bidding-competition-backend
Public
Python
•0•0•0•0•Updated Jun 17, 2024Jun 17, 2024
energy-bidding-competition-ui
Public
Python
•0•0•0•0•Updated Jun 17, 2024Jun 17, 2024
energy-bidding-competition-template
Public
Python
•0•0•0•0•Updated Jun 17, 2024Jun 17, 2024
cmres
Public
Complex Multi-Energy System Resilience Simulation
Python
•0•0•0•0•Updated Feb 3, 2024Feb 3, 2024
MOO-CPES
Public
Multi-Objective Optimization in Cyber-Physical Energy Systems
Python
•1•0•0•0•Updated Dec 1, 2023Dec 1, 2023