learning-prosumer-behavior
Code for numerical case study in paper "Learning Prosumer Behavior for Grid Service Provision from an Energy Community: Integrating Online Learning and Bilevel Programming"
https://github.com/bennevis-crowley/learning-prosumer-behavior
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (3.3%) to scientific vocabulary
Repository
Code for numerical case study in paper "Learning Prosumer Behavior for Grid Service Provision from an Energy Community: Integrating Online Learning and Bilevel Programming"
Basic Info
- Host: GitHub
- Owner: bennevis-crowley
- Language: Julia
- Default Branch: main
- Size: 321 KB
Statistics
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
learning-prosumer-behavior
Code for numerical case study in paper "Learning Prosumer Behavior for Grid Service Provision from an Energy Community: Integrating Online Learning and Bilevel Programming"
To run the numerical case study use the file main.jl
The functions for the optimization problem and distribution updates can be seen in the file TS.jl
Owner
- Login: bennevis-crowley
- Kind: user
- Repositories: 1
- Profile: https://github.com/bennevis-crowley
Citation (CITATION.cff)
cff-version: 1.2.0
title: >-
Online Appendix to Learning Prosumer Behavior for Grid Service Provision in Energy Communities: Integrating Online Learning and Bilevel Programming
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Bennevis
family-names: Crowley
email: bewcro@dtu.dk
affiliation: Technical University of Denmark
orcid: 'https://orcid.org/0000-0002-9080-3151'
repository-code: >-
https://github.com/bewcro/learning-prosumer-behavior
version: '1.0'
date-released: '2025-01-22'