junbozhao

AC-CFM

AC cascading failure model based on MATPOWER for resilience analysis of power networks.

CityLearn

Official reinforcement learning environment for demand response and load shaping

data-driven-power-flow-linearization

This code studies a linearized PF model through a data-driven approach.

Global_Sensitivity_Analysis_DistributionSystem

Code for the published paper: A Data-Driven Global Sensitivity Analysis Framework for Three-Phase Distribution System With PVs

IEEE-123-Node-Restoration

KoopmanMPC_for_flowcontrol

A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control

LRC_SCUC

This set of codes implements our TPWRS paper "Security-Constrained Unit Commitment Considering Locational Frequency Stability in Low-Inertia Power Grids". This work is under the open license: CC BY 4.0.

Matlab-Code-of-Robust-GM-Estimator-for-Power-System-State-Estimation-using-Projection-Statistics

Here, we would like to share the Matlab code of the GM-estimator to all researchers. We also invite each of you to test the method and give us your feedback if you have any. The code attached is to implement the GM-estimator proposed by Mili in [R1]. The test systems include IEEE 14-bus, 30-bus and 118-bus systems. Only SCADA measurements are included. We have included detailed comments of the code.

PowerOutagePredictor

This is an implementation of machine learning methods for power outage prediction. I worked on this project with Ryan, Yanbo and Jerry.

Publications

IBR integration simulations

junbozhao/Global_Sensitivity_Analysis_DistributionSystem

Code for the published paper: A Data-Driven Global Sensitivity Analysis Framework for Three-Phase Distribution System With PVs

junbozhao/LRC_SCUC

This set of codes implements our TPWRS paper "Security-Constrained Unit Commitment Considering Locational Frequency Stability in Low-Inertia Power Grids". This work is under the open license: CC BY 4.0.

junbozhao/Publications

IBR integration simulations

junbozhao/acnportal

Research tools for the Adaptive Charging Network

junbozhao/CATS-CaliforniaTestSystem

A geographically-accurate synthetic electric grid located in California.

junbozhao/characterizing-pinns-failure-modes

Characterizing possible failure modes in physics-informed neural networks.

junbozhao/Deep-Statistical-Solver-for-Distribution-System-State-Estimation

Implementation of Deep Statistical Solver for Distribution System State Estimation

junbozhao/DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs

junbozhao/DGN

DGN Code

junbozhao/DistributionModelllingAndAnalysisEd5

This repository contains the files for the 5th Edition of Distribution System Modeling and Analysis by Bill Kersting and Bob Kerestes

junbozhao/dpsim

Real-time power system simulator (powerflow, dynamic phasors, EMT)

junbozhao/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.

junbozhao/EV-Demand-Profiles

EV Profiles for sharing with DNSPs or any other interested party.

junbozhao/GDM-PCE

Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".

junbozhao/GridDyn

GridDyn is an open-source power transmission simulation software package

junbozhao/Guassian_Process_cc-opf

Gaussian Process CC-OPF framework

junbozhao/Linear-Three-Phase-Distribution-Syetem-PF

junbozhao/Meta-SAC

Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020

junbozhao/neuromancer

Pytorch-based framework for solving parametric constrained optimization problems.

junbozhao/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.

junbozhao/Open-DSOPF

An Open-Source Optimal Power Flow Formulation: Integrating Pyomo & OpenDSS in Python

junbozhao/OpenDER

Open-source Distributed Energy Resources (DER) Model that represents IEEE Standard 1547-2018 requirements for steady-state and dynamic analyses

junbozhao/ParaEMT_public

junbozhao/PowerModelsDistribution.jl

A Julia/JuMP Package for Unbalanced Power Network Optimization

junbozhao/PowerModelsWildfire.jl

junbozhao/PyPSCAD-NREL

junbozhao/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

junbozhao/TDcoSim

T&D co-simulation package

junbozhao/uk-mvlv-models

Hybrid European MV-LV Models for Smart Distribution Network Modelling

junbozhao/wildfireriskmodel