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andes

Python toolbox / library for power system transient dynamics simulation with symbolic modeling and numerical analysis 🔥

ann-dse

Artificial Neural Network based Power System Dynamic State Estimation

awesome-tikz

A curated list of awesome TikZ documentations, libraries and resources

belief-propagation

Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum

belief_propagation_dc_state_estimation

The algorithm solves the DC state estimation problem in electric power systems using the Gaussian belief propagation over factor graphs.

bpa-ipf-tsp

Bonneville Power Administration Interactive Power Flow and Transient Stability Program

bpa_emtp

Electromagnetic Transients Program (EMTP) of Bonneville Power Administration (BPA)

cd-gabp-load-profiles

real-world load profiles

comparison-of-ukf-ckf-ekf

compressive_sensing

Master Thesis: State Estimation Using Few Measurements by Combining Kalman Filtering and Compressive Sensing (also the Kalman Filtered Compressive Sensing Using Pseudo Measurements)

dataset_of_flexibility_test_system_fts-213

This is the dataset of power system flexibility test system 'FTS-213'.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

dynamic-state-estimation-toolbox-dset-

ekfukf

EKF/UKF toolbox for Matlab/Octave

gabp_solvers

Generalized Gaussian belief propagation solvers

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

juliagrid.jl

JuliaGrid is an easy-to-use power system simulation tool for researchers and educators provided as a Julia package.

kalman

A simplified one dimensional Kalman filter implementation for Arduino.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

ktikz

KtikZ provides a nice user interface for making pictures using TikZ.

lidar-and-radar-sensor-fusion-with-extended-kalman-filter

Fusing Lidar and Radar data with Extended Kalman Filter (EKF)

load-forecasting-during-covid-19

The code repo for building reliable load forecasting model during the COVID-19 pandemic

load_forecasts_attack

Code repo for E-Energy 2019 paper

matgrid

MATGRID is an easy-to-use power system simulation tool for researchers and educators provided as a MATLAB package.

mattrans

MATTRANS - A MATLAB(R)/Simulink Power System Transient Stability Simulation Package

navlie

A state estimation package for Lie groups!

optimal-pmu-placement

optimal-state-estimation-dynamic-systems

The programs provided for the book Optimal State Estimation of Dynamic systems

others

Some strange things

pdf2eps

Convert PDF to encapsulated PostScript