sergio-dorado's Stars
AISPUBLISHING/Course-Mastering-Stat-proba
Mastering Probability and Statistics in Python
ScientificDataFormat/SDF-Python
A Python library to work with the Scientific Data Format
awthomp/cusignal-icassp-tutorial
4 Hour cuSignal Tutorial - ICASSP 2021 Notebooks
modelon-community/PyFMI
PyFMI is a package for loading and interacting with Functional Mock-Up Units (FMUs) both for Model Exchange and Co-Simulation, which are compiled dynamic models compliant with the Functional Mock-Up Interface (FMI)
masumhabib/PlotPub
Publication quality plot in MATLAB.
pnnl/GridSTAGE
upb-lea/openmodelica-microgrid-gym
OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids
garrettj403/SciencePlots
Matplotlib styles for scientific plotting
christiankral/HanserModelica
HanserModelica is a Modelica open source educational library on electrical engineering with a particaular focus on polyphase electrical machines
fglongatt/PowerSystemProtections
Goal: This Project is designed as a repository of the main documents used in the development of the module Power System protection.
Nixon-Aguado/Feature-Extraction-and-Image-Processing-Book-Examples
Code examples: Feature Extraction and Image Processing in Computer Vision Book
dynamicslab/databook_python
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
r0oth3x49/udemy-dl
A cross-platform python based utility to download courses from udemy for personal offline use.
l2ep-epmlab/VSC_Lib
DESL-EPFL/IEEE-39-bus-power-system
A full-replica MATLAB/Simulink dynamic model of the IEEE 39-bus power system, including dynamic models of conventional generation and dynamic load profiles.
ucuapps/modelicagym
Modelica models integration with Open AI Gym
Huixxi/TensorFlow2.0-for-Deep-Reinforcement-Learning
TensorFlow 2.0 for Deep Reinforcement Learning. :octopus:
DanielMartensson/CControl
Using advanced control and computer vision techniques in an easy way for embedded
Gurobi/modeling-examples
Gurobi modeling examples
BenLauwens/ThinkJulia.jl
Port of the book Think Python to the Julia programming language
EnergizedProtection/block
Let's make an annoyance free, better open internet, altogether!
Total-RD/pymgrid
pymgrid is a python library to generate and simulate a large number of microgrids.
tahanakabi/DRL-for-microgrid-energy-management
We study the performance of various deep reinforcement learning algorithms for the problem of microgrid’s energy management system. We propose a novel microgrid model that consists of a wind turbine generator, an energy storage system, a population of thermostatically controlled loads, a population of price-responsive loads, and a connection to the main grid. The proposed energy management system is designed to coordinate between the different sources of flexibility by defining the priority resources, the direct demand control signals and the electricity prices. Seven deep reinforcement learning algorithms are implemented and empirically compared in this paper. The numerical results show a significant difference between the different deep reinforcement learning algorithms in their ability to converge to optimal policies. By adding an experience replay and a second semi-deterministic training phase to the well-known Asynchronous advantage actor critic algorithm, we achieved considerably better performance and converged to superior policies in terms of energy efficiency and economic value.
leejt489/microgrid-dispatch-simulator
Models and simulation loops for energy management and power and load dispatch in community microgrids with distributed energy
Matrixeigs/energy_management_system
energy management system for the microgrid
bcornelusse/microgridRLsimulator
Delta project benchmarks
microgrid/Simulink-microgrid
24h simulation of a microgrid
fastai/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
algorithmsbooks/algforopt-notebooks
Jupyter notebooks associated with the Algorithms for Optimization textbook
fraunhoferportugal/tsfel
An intuitive library to extract features from time series.