tell

Electricity load predictor

A Python package to predict future hourly electricity loads based on weather and climate changes

A model to predict Total ELectricity Loads (TELL)

GitHub

26 stars
6 watching
11 forks
Language: Python
last commit: 2 months ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
pyaf/load_forecasting Develops and compares forecasting models for electric power load in Delhi 511
immm-sfa/mosartwmpy A Python model for simulating water routing and reservoir management 20
ramikrispin/uselectricity Generates hourly electricity demand forecasts for the US using real-time data from the Energy Information Administration API and machine learning models. 100
nixtla/mlforecast A framework to perform time series forecasting using machine learning models on large datasets. 924
mllam/neural-lam A software framework for training and evaluating neural networks for weather prediction in specific geographic areas. 126
openstef/openstef A package designed to automate machine learning pipelines for short-term energy forecasting using Python. 94
predict-idlab/tsflex A toolkit for flexible time series processing and feature extraction. 405
fernandezfran/galpynostatic Predicts optimal conditions for fast-charging lithium-ion batteries using physics-based and data-driven models. 9
microprediction/timemachines Provides a simple and unified interface to various univariate time-series prediction algorithms 413
iamsaswata/imdlib Downloads and processes binary IMD meteorological data in Python 30
rubisco-sfa/ilamb Software for comparing earth system models with reference data products, presenting results in web pages. 47
ismtv/bash_cata Automates processing of network alerts from Suricata and adds IP addresses to MikroTik address lists. 9
iamconsortium/pyam A Python package for analyzing and visualizing energy and climate scenarios 241
functime-org/functime A Python library for time-series forecasting and feature extraction using parallel processing techniques 1,056
nrel/reeds-2.0 A long-term capacity planning and dispatch model for the North American electricity system 128