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Systems","sub_category":"Renewable Energy Integration","monthly_downloads":263,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"\u003cp align=\"center\"\u003e\n  \u003cimg\n    src=\"https://raw.githubusercontent.com/IPESE/REHO/v1.2.1/docs/images/logos/logo-reho-black.png\"\n    width=\"300\"\n    alt=\"REHO logo\"\n  /\u003e\n\u003c/p\u003e\n\n[![DOI](https://joss.theoj.org/papers/10.21105/joss.06734/status.svg)](https://doi.org/10.21105/joss.06734)\n[![Documentation Status](https://readthedocs.org/projects/reho/badge/?version=main)](https://reho.readthedocs.io/)\n\n[![PyPI](https://img.shields.io/pypi/v/REHO.svg)](https://pypi.org/project/REHO/)[![Python Version](https://img.shields.io/badge/Python-3.11%20%7C%203.12%20%7C%203.13-blue)](https://pypi.org/project/REHO/)\n\n[![License](https://img.shields.io/badge/license-Apache%202-blue)](https://www.apache.org/licenses/LICENSE-2.0)\n\n\nRenewable Energy Hub Optimizer (REHO) is a decision support tool for sustainable urban energy system planning.\nREHO simultaneously addresses the optimal design and operation of capacities, catering to multi-objective considerations\nacross economic, environmental, and efficiency criteria.\n\nKey features:\n* MILP Framework\n* Multi-Objective Optimization\n* Multi-Scale Capabilities\n* Multi-Service Consideration\n* Multi-Energy Integration\n* Open-Source and Open-Data\n\nFor more information about the model foundations and features, please refer to the [REHO documentation](https://reho.readthedocs.io/en/main/).\n\n## Authors\nREHO is developed by EPFL (Switzerland), within the Industrial Process and Energy Systems Engineering (IPESE) group.\n\nDorsan Lepour \u003cdorsan.lepour@epfl.ch\u003e  \nCédric Terrier \u003ccedric.terrier@epfl.ch\u003e  \nJoseph Loustau\n\n\u003cpicture\u003e\n  \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"https://github.com/IPESE/REHO/blob/main/docs/images/logos/ipese-logo-white.svg?raw=true\"\u003e\n  \u003csource media=\"(prefers-color-scheme: light)\" srcset=\"https://github.com/IPESE/REHO/blob/main/docs/images/logos/ipese-logo-black.svg?raw=true\"\u003e\n  \u003cimg width=\"300\"  alt=\"Shows the IPESE logo, white one in dark color mode and black one in light color mode.\"\u003e\n\u003c/picture\u003e\n\n## Licence\nCopyright (C) \u003c2021-2026\u003e \u003cEcole Polytechnique Fédérale de Lausanne (EPFL), Switzerland\u003e\n\nLicensed under the Apache License, (the \"License\");\nyou may not use this file except in compliance with the License.\nYou may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.\n\nDescription and complete License: see LICENSE file.\n\n## Installation\n\nREHO is available as a [PyPI package](https://pypi.org/project/REHO/) and can be installed via pip with:\n```\npip install --extra-index-url https://pypi.ampl.com REHO\n```\n\nFull code can be accessed from the [REHO GitHub repository](https://github.com/IPESE/REHO) and cloned with:\n```\ngit clone https://github.com/IPESE/REHO.git\n```\n\nPlease refer to the \"[Getting started](https://reho.readthedocs.io/en/main/sections/getting_started.html)\" section of the documentation for step-by-step guidelines.\n\n## A first run\n\n```python\nfrom reho import REHO, QBuildingsReader, initialize_grids, initialize_units\n\nreader = QBuildingsReader()\nreader.establish_connection('Geneva')\nqbuildings_data = reader.read_db({'transformers': 234}, nb_buildings=2)\n\ncluster = {'Location': 'Geneva', 'Attributes': ['T', 'I', 'W'], 'Periods': 10, 'PeriodDuration': 24}\nscenario = {'Objective': 'TOTEX', 'name': 'totex'}\n\ngrids = initialize_grids()\nunits = initialize_units(scenario, grids)\n\nreho = REHO(qbuildings_data=qbuildings_data, units=units, grids=grids,\n            cluster=cluster, scenario=scenario, method={'building-scale': True})\nreho.single_optimization()\nreho.save_results(format=['xlsx', 'pickle'], filename='my_run')\n```\n\nThe [examples](https://github.com/IPESE/REHO/tree/main/scripts/examples) cover the\nother features: district-scale decomposition, Pareto fronts, district heating,\nelectric mobility, renovation, seasonal storage and the multi-actor formulation.\n\n## Documentation\n\n| Page | Content |\n|---|---|\n| [Overview](https://reho.readthedocs.io/en/main/sections/overview.html) | What REHO is and what it can do |\n| [Releases](https://reho.readthedocs.io/en/main/sections/releases.html) | How to cite, license, and the works using REHO |\n| [Model](https://reho.readthedocs.io/en/main/sections/model/index.html) | The mathematical formulation, at the building, district and actors scales |\n| [Data reference](https://reho.readthedocs.io/en/main/sections/data/index.html) | Inputs, every reference data file, and outputs, every result DataFrame: columns, units, provenance |\n| [Package structure](https://reho.readthedocs.io/en/main/sections/package_structure.html) | Layout of the package, and the API reference of every module, class and function |\n| [Developer guide](https://reho.readthedocs.io/en/main/sections/developer_guide.html) | Conventions, how to extend, test and document REHO, and how to contribute |\n| [Getting started](https://reho.readthedocs.io/en/main/sections/getting_started.html) | Installation, AMPL license, and a first optimization |\n| [Examples](https://reho.readthedocs.io/en/main/sections/examples.html) | One runnable script per feature |\n\n## Suggestions and contributions\n\nAll suggestions or implementation must be tracked with dedicated issues and reported in the project repository.\n\nRefer to the \"[Contributing](https://reho.readthedocs.io/en/main/sections/developer_guide.html#contributing)\" section of the developer guide for further guidance.\n\n### Running the tests\n\n```bash\npytest reho/test -m \"not slow\"        # offline: no AMPL license, solver or database needed\nREHO_RUN_EXAMPLES=1 pytest reho/test  # full: runs every example script\n```\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.06734"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://ost.ecosyste.ms/api/v1/projects/300819","html_url":"https://ost.ecosyste.ms/projects/300819"}