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A Julia/JuMP Package for Hydrothermal economic dispatch Optimization

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HydroPowerModels.jl

A Julia/JuMP package for Hydrothermal Multistage Steady-State Power Network Optimization solved by Stochastic Dual Dynamic Programming (SDDP).

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Network Data Formats

  • PowerModels ".json" files

Resevoir Data Formats

  • JSON ".json" files

Problem Specifications and Network Formulations

  • Problem Specifications and Network Formulations are handled by PowerModels.jl.

Solution Method

  • Solution method is handled by SDDP.jl.

Presentations

  • JuMP-Dev 2019 (Santiago, Chile) video
  • JuliaCon 2019 (Baltimore, United States) video
  • Julia Meeting Rio (Rio de Janeiro, Brasil) (Portuguese) video pdf
  • JuliaCon 2020 video abstract

Publications

Citing HydroPowerModels.jl

If you use HydroPowerModels.jl, we ask that you please cite the following:

@article{Rosemberg2020,
  doi = {10.21105/jcon.00035},
  url = {https://doi.org/10.21105/jcon.00035},
  year = {2020},
  publisher = {The Open Journal},
  volume = {1},
  number = {1},
  pages = {35},
  author = {Andrew W. Rosemberg and Alexandre Street and Joaquim D. Garcia and Thuener Silva and \\ Davi M. Valladão and Oscar Dowson},
  title = {HydroPowerModels.jl: A Julia/JuMP Package for Hydrothermal Economic Dispatch Optimization},
  journal = {Proceedings of the JuliaCon Conferences}
}

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A Julia/JuMP Package for Hydrothermal economic dispatch Optimization

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  • TeX 55.1%
  • Julia 40.7%
  • MATLAB 3.4%
  • Other 0.8%