Junbo Zhao's repositories
Global_Sensitivity_Analysis_DistributionSystem
Code for the published paper: A Data-Driven Global Sensitivity Analysis Framework for Three-Phase Distribution System With PVs
Publications
IBR integration simulations
acnportal
Research tools for the Adaptive Charging Network
CATS-CaliforniaTestSystem
A geographically-accurate synthetic electric grid located in California.
characterizing-pinns-failure-modes
Characterizing possible failure modes in physics-informed neural networks.
Deep-Statistical-Solver-for-Distribution-System-State-Estimation
Implementation of Deep Statistical Solver for Distribution System State Estimation
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
DGN
DGN Code
DistributionModelllingAndAnalysisEd5
This repository contains the files for the 5th Edition of Distribution System Modeling and Analysis by Bill Kersting and Bob Kerestes
dpsim
Real-time power system simulator (powerflow, dynamic phasors, EMT)
DSSE_Physics_Informed_DNN
Physics informed, deep-learning-based state estimation for distribution electrical grids. The study proposes using physical properties of the grid connectivity as a regularizer of a deep neural network training.
EV-Demand-Profiles
EV Profiles for sharing with DNSPs or any other interested party.
GDM-PCE
Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".
GridDyn
GridDyn is an open-source power transmission simulation software package
Guassian_Process_cc-opf
Gaussian Process CC-OPF framework
Meta-SAC
Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020
neuromancer
Pytorch-based framework for solving parametric constrained optimization problems.
ns3_cybersec
This repository contain a modified version of NS-3 where the users can create attacks such as TCP SYN flood , ARP spoofing, ICMP redirection and MITM attacks. The intention is for the user to carry out cybersecurity simulations for power systems. Up to date the users can modify general TCP/UDP socket data and DNP3 protocol data. We will be adding support for the other protocols like MODBUS, IEC104, PMU and IEC61850 in the future. Have a look at the folder ns-allinone-3.29/ns-3.29/examples/RTDS-DoS-Simulation for the examples related to running cyber-physical simulations with an RTDS simulator.
Open-DSOPF
An Open-Source Optimal Power Flow Formulation: Integrating Pyomo & OpenDSS in Python
OpenDER
Open-source Distributed Energy Resources (DER) Model that represents IEEE Standard 1547-2018 requirements for steady-state and dynamic analyses
PowerModelsDistribution.jl
A Julia/JuMP Package for Unbalanced Power Network Optimization
RobustGaSP-in-Matlab
This package is a RobustGaSP Package available in Matlab. The R version of the RobustGaSP Package is available at CRAN: https://cran.r-project.org/web/packages/RobustGaSP/index.html
TDcoSim
T&D co-simulation package
uk-mvlv-models
Hybrid European MV-LV Models for Smart Distribution Network Modelling