Pinned Repositories
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
optimal-state-estimation-dynamic-systems
The programs provided for the book Optimal State Estimation of Dynamic systems
Kang-S's Repositories
Kang-S/andes
Python toolbox / library for power system transient dynamics simulation with symbolic modeling and numerical analysis 🔥
Kang-S/awesome-tikz
A curated list of awesome TikZ documentations, libraries and resources
Kang-S/Belief-Propagation
Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum
Kang-S/bpa-ipf-tsp
Bonneville Power Administration Interactive Power Flow and Transient Stability Program
Kang-S/CD-GaBP-load-profiles
real-world load profiles
Kang-S/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)
Kang-S/Dataset_of_flexibility_test_system_FTS-213
This is the dataset of power system flexibility test system 'FTS-213'.
Kang-S/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Kang-S/ekfukf
EKF/UKF toolbox for Matlab/Octave
Kang-S/Extension-of-the-IEEE-39-bus-Test-Networkfor-the-Study-of-Fundamental-Dynamicsof-Modern-Power-System
Kang-S/GaBP_solvers
Generalized Gaussian belief propagation solvers
Kang-S/graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
Kang-S/JuliaGrid.jl
JuliaGrid is an easy-to-use power system simulation tool for researchers and educators provided as a Julia package.
Kang-S/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.
Kang-S/ktikz
KtikZ provides a nice user interface for making pictures using TikZ.
Kang-S/Load-Forecasting-During-COVID-19
The code repo for building reliable load forecasting model during the COVID-19 pandemic
Kang-S/load_forecasts_attack
Code repo for E-Energy 2019 paper
Kang-S/MATGRID
MATGRID is an easy-to-use power system simulation tool for researchers and educators provided as a MATLAB package.
Kang-S/navlie
A state estimation package for Lie groups!
Kang-S/optimal-PMU-placement
Kang-S/Others
Some strange things
Kang-S/Pose-Detection-of-MPU6050-Based-on-FPGA
FPGA implementation of pose detection with Kalman filter. (verilog)
Kang-S/PowerGrid
simulate centralized and distributed power grid, in order to implement state estimation and bad data detection. Also, simplest FDI Attack.
Kang-S/PowerModelsDistributionStateEstimation.jl
A Julia Package for Power System State Estimation.
Kang-S/PSSE_Code
It includes WLS, WLAV (matlab) and neural network models for power system state estimation.
Kang-S/RCHSE-load-curves
The complete data set of the ten groups of load curves.
Kang-S/really-awesome-gan
A list of papers on Generative Adversarial (Neural) Networks
Kang-S/State-Estimation-Educational-Tool
Kang-S/streamingbook
Code snippets from the Streaming Systems book (streamingbook.net).
Kang-S/Visualization-tool-for-TD-transient-simulation-results
Realize the visualization and basic analysis (FFT etc) of the time-domain transient simulation result of the Power System.