Yuheng Zhang's Projects
Code for adaptive clustering in energy system optimization model.
Julia framework for energy system models with a focus on multi-period capacity expansion
This repo utilizes available public apis to obtain basic geography data
Config files for my GitHub profile.
Experimental JuMP backend for Calliope
Capacity Expansion Problem Formulation for Julia
The repo collects and tidies necessary chinese geographical information including provinces (political districts), counties and cities, boundaries, etc.
Julia interface for COPT (Cardinal Optimizer)
A framework to solve a decentralized OPF with the help of ADMM
š§āš« 59 Implementations/tutorials of deep learning papers with side-by-side notes š; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), š® reinforcement learning (ppo, dqn), capsnet, distillation, ... š§
Grid-scale li-ion battery optimisation for wholesale market arbitrage, using pytorch implementation of dqn, double dueling dqn and a noisy network dqn.
Used for website testing for research group.
A time domain electrical energy grid modeling and simulation tool with a focus on the control of power electronics converters
This repo models the behavior of electrolyser hydrogen production from the electrolyser system configuration level (stck level). Given power and temperature, the cell voltage and hydrogen flow rate could be calculated.
Energy Management System simulation for PV-battery electric microgrids
GenX: a configurable power system capacity expansion model for studying low-carbon energy futures. More details at : https://genx.mit.edu
Insert trained predictors in Gurobi models
Julia modeling framework for hydropower operations.
Extension of PowerSimulations.jl to model Hydropower devices
Public img-bed for Betristor
Shared functionalities for multiple infrastructure network optimization packages
3D viewer for airborne wind energy systems
Feature selection in neural networks
Low Inertia Transient Simulation Toolbox for Power Systems
A Julia/JuMP Package for N-k Contingency Analysis in Power Systems
Next Energy Modeling system for Optimization
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