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Wilian Guamán's Projects

cell2fire icon cell2fire

For Research Use Only: A Cell Based Forest Fire Growth Model

epm icon epm

Electricity Planning Model

genx icon genx

GenX: a configurable power system capacity expansion model for studying low-carbon energy futures. More details at : https://genx.mit.edu

open-source-power-dataset icon open-source-power-dataset

We present PSML, a first-of-its-kind open-access multi-scale time-series dataset, to aid in the development of data-driven machine learning (ML) based approaches towards reliable operation of future electric grids.

pypsa-earth icon pypsa-earth

PyPSA-Earth: An Python-based Open Optimisation Model of the Earth Energy System.

pypsa-pl icon pypsa-pl

PyPSA-PL: optimisation model of the Polish energy system

python icon python

All Algorithms implemented in Python

timeseriesclustering.jl icon timeseriesclustering.jl

Julia implementation of unsupervised learning methods for time series datasets. It provides functionality for clustering and aggregating, detecting motifs, and quantifying similarity between time series datasets.

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