PyECOM: A Python tool for analyzing and simulating Energy Communities
Python Energy Communities (PyECOM) is a tool designed to facilitate the research into Energy Communities (EC) through the ability to create, simulate and test various EC settings. Key components of EC functioning are implemented and provide a flexible basis for the integration of new components. Opt...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2023-12-01
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| Series: | SoftwareX |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352711023002765 |
| _version_ | 1797389456296116224 |
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| author | Eduardo Gomes Lucas Pereira Augusto Esteves Hugo Morais |
| author_facet | Eduardo Gomes Lucas Pereira Augusto Esteves Hugo Morais |
| author_sort | Eduardo Gomes |
| collection | DOAJ |
| description | Python Energy Communities (PyECOM) is a tool designed to facilitate the research into Energy Communities (EC) through the ability to create, simulate and test various EC settings. Key components of EC functioning are implemented and provide a flexible basis for the integration of new components. Optimization algorithms from libraries such as Pymoo can be accessed and are facilitated through the use of the proposed data model. In future versions, PyECOM will also feature Reinforcement Learning as a method available to the users. |
| first_indexed | 2024-03-08T22:56:14Z |
| format | Article |
| id | doaj.art-1636dc62bacc4d96a80372b84bfb6815 |
| institution | Directory Open Access Journal |
| issn | 2352-7110 |
| language | English |
| last_indexed | 2024-03-08T22:56:14Z |
| publishDate | 2023-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | SoftwareX |
| spelling | doaj.art-1636dc62bacc4d96a80372b84bfb68152023-12-16T06:08:16ZengElsevierSoftwareX2352-71102023-12-0124101580PyECOM: A Python tool for analyzing and simulating Energy CommunitiesEduardo Gomes0Lucas Pereira1Augusto Esteves2Hugo Morais3Instituto Superior Técnico-IST, Universidade de Lisboa, Portugal; ITI/LARSyS, Portugal; INESC-ID, Portugal; Corresponding author at: Instituto Superior Técnico-IST, Universidade de Lisboa, Portugal.Instituto Superior Técnico-IST, Universidade de Lisboa, Portugal; ITI/LARSyS, PortugalInstituto Superior Técnico-IST, Universidade de Lisboa, Portugal; ITI/LARSyS, PortugalInstituto Superior Técnico-IST, Universidade de Lisboa, Portugal; INESC-ID, PortugalPython Energy Communities (PyECOM) is a tool designed to facilitate the research into Energy Communities (EC) through the ability to create, simulate and test various EC settings. Key components of EC functioning are implemented and provide a flexible basis for the integration of new components. Optimization algorithms from libraries such as Pymoo can be accessed and are facilitated through the use of the proposed data model. In future versions, PyECOM will also feature Reinforcement Learning as a method available to the users.http://www.sciencedirect.com/science/article/pii/S2352711023002765Energy CommunitiesOptimization |
| spellingShingle | Eduardo Gomes Lucas Pereira Augusto Esteves Hugo Morais PyECOM: A Python tool for analyzing and simulating Energy Communities SoftwareX Energy Communities Optimization |
| title | PyECOM: A Python tool for analyzing and simulating Energy Communities |
| title_full | PyECOM: A Python tool for analyzing and simulating Energy Communities |
| title_fullStr | PyECOM: A Python tool for analyzing and simulating Energy Communities |
| title_full_unstemmed | PyECOM: A Python tool for analyzing and simulating Energy Communities |
| title_short | PyECOM: A Python tool for analyzing and simulating Energy Communities |
| title_sort | pyecom a python tool for analyzing and simulating energy communities |
| topic | Energy Communities Optimization |
| url | http://www.sciencedirect.com/science/article/pii/S2352711023002765 |
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