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This tool generates load profiles with an hourly time step starting from electricity bills information

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Load_profiles_from_bills

Authors

Mattia Pasqui, Marzo Zini and Carlo Carcasci
Department of Industrial Engineering (DIEF), University of Florence (UNIFI), Italy

Overview

This tool generates load_profile.csv with an hourly time ste [kWh]
Heat load profiles can be generated using as input gas bills [smc]
Electric load profiles can be generated using as input electricity bills [kWh]

These output could be usefull as input for energy simulator software as https://github.com/pielube/MESSpy/edit/main/README.md \

Requirements

The model is developed in Python 3.9, and requires the following libraries:

  • numpy
  • pandas
  • random
  • pvlib

Quick start

Input files

How to continue

Related works

Citing

Contribute

This project is open-source. Interested users are therefore invited to test, comment or contribute to the tool. Submitting issues is the best way to get in touch with the development team, which will address your comment, question, or development request in the best possible way. We are also looking for contributors to the main code, willing to contibute to its capabilities, computational-efficiency, formulation, etc.

To contribute changes:

  • Fork the project on GitHub
  • Create a feature branch (e.g. named "add-this-new-feature") to work on in your fork
  • Commit your changes to the feature branch
  • Push the branch to GitHub
  • On GitHub, create a new pull request from the feature branch
  • When committing new changes, please also take care of checking code stability running run_test
  • Your name will be added to the authors list

License

Copyright 2022 MESSpy, contributors listed in Authors

Licensed under the European Union Public Licence (EUPL), Version 1.2-or-later; you may not use this file except in compliance with the License.

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License

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This tool generates load profiles with an hourly time step starting from electricity bills information

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