rl-testbed-for-energyplus
Power optimization tool
Tool for optimizing power consumption using reinforcement learning
Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus
194 stars
22 watching
77 forks
Language: Python
last commit: 7 months ago
Linked from 1 awesome list
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 lanl-ansi/powermodels.jl | A Julia package for solving power network optimization problems using various formulations and algorithms. | 401 |
 ml-energy/zeus | An open-source Python package and daemon that helps measure and optimize the energy consumption of deep learning workloads. | 224 |
 nrel/hopp | Tools for assessing optimal designs for hybrid energy plants | 25 |
| lanl-ansi/powermodelsannex.jl | A collection of experimental power system optimization methods and tools | 22 |
| nrel/reopt_api | An API for optimizing renewable energy systems | 91 |
 arlo-lib/arlo | A tool for optimizing and automating reinforcement learning pipelines in Python | 10 |
 adgefficiency/energy-py-linear | A Python library for optimizing energy assets using mixed-integer linear programming to balance electricity and heat demand. | 90 |
 rle-foundation/rlexplore | Provides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning | 373 |
 leonardgoeke/anymod.jl | A Julia framework for creating large-scale linear optimization models of energy system capacity expansion with multiple periods | 70 |
| adgefficiency/energy-py | A framework for running reinforcement learning experiments on energy systems | 175 |
 grid-parity-exchange/egret | A Python-based package for solving optimization problems in power systems | 135 |
 alex-petrenko/sample-factory | A high-throughput reinforcement learning library with optimized synchronous and asynchronous implementations of policy gradients. | 839 |
 energy-modelling-toolkit/dispa-set | A software toolkit for modeling and optimizing power system operations using optimization algorithms | 83 |
 instrat-pl/pypsa-pl | An optimisation model of the Polish energy system using PyPSA framework | 22 |
 pypsa/whobs-server | An online optimisation tool for energy systems | 36 |