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GitHub / DanielDavidFranco / probability_distribution_fitting_power_load_profile
It contains a python (jupyter) implementation solving the problem of fitting a dataset to the optimal probability distribution from a set of probability distributions. The dataset consists of power load profiles and is a small one and intended only for demostration purposes, it contains just a few load profile curves from residential users in Medellín, Colombia. At the end, several load profile curves based on the optimal distribution are generated and an average curve (the centroid) is found along with its load factor.
Stars: 2
Forks: 0
Open Issues: 0
License: cc0-1.0
Language: Jupyter Notebook
Repo Size: 472 KB
Dependencies: pending
Created: over 2 years ago
Updated: 2 months ago
Last pushed: over 2 years ago
Last synced: 2 months ago
Commit Stats
Commits: 3
Authors: 2
Mean commits per author: 1.5
Development Distribution Score: 0.333
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/DanielDavidFranco/probability_distribution_fitting_power_load_profile
Topics: data-science, dynamic-time-warping, energy, probability-distribution