Since the energy sector is full of optimisation problems, I thought I’d share some talks from JuliaCon 2021 that touch on the topic.
Modelling Australia’s National Electricity Market with JuMP
Scalable Power System Modelling and Analysis
UnitCommitment.jl Security-Constrained Unit Commitment in JuMP
Julia Admittance: A Toolbox for Admittance Extraction
PowerModelsDistributionStateEstimation.jl
Gasmodels,jl: Optimization for Natural Gas Systems in Julia
A Brief Introduction to InfrastructureModels
AnyMOD.jl: A Julia package for creating energy system models
Unbalanced Power Flow Optimization
Solving optimization problems at Fonterra
Modeling Bilevel optimization problems with BilevelJuMP.jl
ConstraintSolver.jl – First constraint solver written in Julia
Hybrid Strategies using Piecewise-Linear Decision Rules
Put some constraints into your life with JuliaCon(straints)
Infinite-Dimensional Optimization with InfiniteOpt.jl
Solving Optimization Problems with Embedded Dynamical Systems
FrankWolfe.jl: scalable constrained optimization
Conic optimization example problems in Hypatia.jl
Cerberus: A solver for mixed-integer programs with disjunctions
Linear programming by first-order methods
vOptSolver: an ecosystem for multi-objective linear optimization
Global constrained nonlinear optimisation with interval methods
NExOS.jl for Nonconvex Exterior-point Operator Splitting
