Wuhochi's repositories
power-systems-optimization
Power systems optimization course materials
burleyson-etal_2021_applied_energy
Meta repository for data and code associated with the Burleyson et al. 2021 paper in Applied Energy.
EconomicDispatch
The following code is a mixed integer linear programming (MILP) optimisation for an multi period economic load dispatch problem. It is implemented using pyomo.
multi_objective_optimization
Multi-objective optimization of operation planning of disitrict energy systems to minimize operating cost and emissions under uncertainties.
SOFTX-D-20-00101
highRES-Europe: The high spatial and temporal Resolution Electricity System model for Europe. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711022000164
Stochastic-Programming
Devising an optimal portfolio choosing strategy based on stochastic programming
cerf
The Capacity Expansion Regional Feasibility (CERF) model
entmoot
Multiobjective black-box optimization using gradient-boosted trees
DES-OPF-Design
DES MILP design model with balanced nonlinear OPF formulations, which can be solved as an MINLP or NLP with a fixed binary topology.
geodata
Geospatial data collection and "pre-analysis" tools
gridpath
A versatile simulation and optimization platform for power-system planning and operations.
HDV
Optimization-based model of transportation for charging electric heavy duty vehicles
ISONE_UCED
UC/ED model of the New England electricty grid with offshore wind integration
LEGO
Low-carbon Expansion Generation Optimization (LEGO) model
OMLT
Represent trained machine learning models as Pyomo optimization formulations
Ontario-EVs
Generation dispatch and unit commitment model to evaluate impacts of different levels of EV penetrations on the power sector in Ontario
OpenEMPIRE
Stochastic linear program for investments in the European power system
OptiCL
An end-to-end framework for mixed-integer optimization with data-driven learned constraints.
Python-For-Environmental-Research
Teaching materials for an introduction to using Python for environmental research (UNC Department of Environmental Sciences and Engineering)
REISE.jl
Renewable Energy Integration Simulation Engine
romodel
Modeling robust optimization problems in Pyomo
tell
A model to predict Total ELectricity Loads (TELL)
TES
Thermal Energy Storage Model for Building Heating/Water Boiling/Industrial Processing/Grid-size Storage
UnitCommitment.jl
Optimization package for the Security-Constrained Unit Commitment Problem
vernon-etal_2022_scidata
Harmonized geospatial data to support feasibility analyses of energy system transitions in the United States