sunergy-optimizer

(in development) Home assistant custom component aiming to help self-consumers optimize their energy use in local and private manner.

https://github.com/sousa-dev/sunergy-optimizer

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (6.8%) to scientific vocabulary

Keywords

custom-component energy-efficiency home-assistant home-automation privacy-preserving-machine-learning
Last synced: 6 months ago · JSON representation ·

Repository

(in development) Home assistant custom component aiming to help self-consumers optimize their energy use in local and private manner.

Basic Info
  • Host: GitHub
  • Owner: sousa-dev
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 25.4 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Topics
custom-component energy-efficiency home-assistant home-automation privacy-preserving-machine-learning
Created almost 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

Sunergy Optimizer [in development]

This work explores the application of machine learning for time series forecasting in home automation systems. Specifically, we focus on predicting solar power generation and household energy consumption while prioritizing user privacy and computational efficiency. The goal is to help users optimize their energy use by providing insights on surplus energy produced within the home on the Home Assistant Dashboard.

Project Status

The project is currently under development. If you'd like to stay up-to-date with the latest developments, please consider starring this repository to get notifications on new releases and updates.

Contact Information

For support or questions, please reach out to us at henrique@sousadev.com.

Owner

  • Name: Sousa Dev
  • Login: sousa-dev
  • Kind: organization
  • Email: sousadev@yahoo.com
  • Location: Portugal

Citation (CITATION.cff)

abstract: <p><em>This software is still in development.</em></p>
authors:
- affiliation: "Departamento de Electr\xF3nica, Telecomunica\xE7\xF5es e Inform\xE1\
    tica, Universidade de Aveiro"
  family-names: Henrique Sousa
  orcid: 0000-0002-1903-5620
- affiliation: "Departamento de Electr\xF3nica, Telecomunica\xE7\xF5es e Inform\xE1\
    tica, Universidade de Aveiro"
  family-names: "Rafael Gon\xE7alves"
  orcid: 0009-0002-8628-8262
- affiliation: "Departamento de Electr\xF3nica, Telecomunica\xE7\xF5es e Inform\xE1\
    tica, Universidade de Aveiro"
  family-names: "M\xE1rio Antunes"
  orcid: 0000-0002-6504-9441
- affiliation: "Departamento de Electr\xF3nica, Telecomunica\xE7\xF5es e Inform\xE1\
    tica, Universidade de Aveiro"
  family-names: Diogo Gomes
  orcid: 0000-0002-5848-2802
cff-version: 1.2.0
date-released: '2024-05-08'
doi: 10.5281/zenodo.11155355
license:
- cc-by-4.0
repository-code: https://github.com/sousa-dev/sunergy-optimizer
title: 'sousa-dev/sunergy-optimizer'
type: software
version: '0.0'

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