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GreenVMAS: Virtual Organization Based Platform for Heating Greenhouses Using Waste Energy from Power Plants
The gradual depletion of energy resources makes it necessary to optimize their use and to reuse them. Although great advances have already been made in optimizing energy generation processes, many of these processes generate energy that inevitably gets wasted. A clear example of this are nuclear, th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5877320/ https://www.ncbi.nlm.nih.gov/pubmed/29538351 http://dx.doi.org/10.3390/s18030861 |
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author | González-Briones, Alfonso Chamoso, Pablo Yoe, Hyun Corchado, Juan M. |
author_facet | González-Briones, Alfonso Chamoso, Pablo Yoe, Hyun Corchado, Juan M. |
author_sort | González-Briones, Alfonso |
collection | PubMed |
description | The gradual depletion of energy resources makes it necessary to optimize their use and to reuse them. Although great advances have already been made in optimizing energy generation processes, many of these processes generate energy that inevitably gets wasted. A clear example of this are nuclear, thermal and carbon power plants, which lose a large amount of energy that could otherwise be used for different purposes, such as heating greenhouses. The role of GreenVMAS is to maintain the required temperature level in greenhouses by using the waste energy generated by power plants. It incorporates a case-based reasoning system, virtual organizations and algorithms for data analysis and for efficient interaction with sensors and actuators. The system is context aware and scalable as it incorporates an artificial neural network, this means that it can operate correctly even if the number and characteristics of the greenhouses participating in the case study change. The architecture was evaluated empirically and the results show that the user’s energy bill is greatly reduced with the implemented system. |
format | Online Article Text |
id | pubmed-5877320 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-58773202018-04-09 GreenVMAS: Virtual Organization Based Platform for Heating Greenhouses Using Waste Energy from Power Plants González-Briones, Alfonso Chamoso, Pablo Yoe, Hyun Corchado, Juan M. Sensors (Basel) Article The gradual depletion of energy resources makes it necessary to optimize their use and to reuse them. Although great advances have already been made in optimizing energy generation processes, many of these processes generate energy that inevitably gets wasted. A clear example of this are nuclear, thermal and carbon power plants, which lose a large amount of energy that could otherwise be used for different purposes, such as heating greenhouses. The role of GreenVMAS is to maintain the required temperature level in greenhouses by using the waste energy generated by power plants. It incorporates a case-based reasoning system, virtual organizations and algorithms for data analysis and for efficient interaction with sensors and actuators. The system is context aware and scalable as it incorporates an artificial neural network, this means that it can operate correctly even if the number and characteristics of the greenhouses participating in the case study change. The architecture was evaluated empirically and the results show that the user’s energy bill is greatly reduced with the implemented system. MDPI 2018-03-14 /pmc/articles/PMC5877320/ /pubmed/29538351 http://dx.doi.org/10.3390/s18030861 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article González-Briones, Alfonso Chamoso, Pablo Yoe, Hyun Corchado, Juan M. GreenVMAS: Virtual Organization Based Platform for Heating Greenhouses Using Waste Energy from Power Plants |
title | GreenVMAS: Virtual Organization Based Platform for Heating Greenhouses Using Waste Energy from Power Plants |
title_full | GreenVMAS: Virtual Organization Based Platform for Heating Greenhouses Using Waste Energy from Power Plants |
title_fullStr | GreenVMAS: Virtual Organization Based Platform for Heating Greenhouses Using Waste Energy from Power Plants |
title_full_unstemmed | GreenVMAS: Virtual Organization Based Platform for Heating Greenhouses Using Waste Energy from Power Plants |
title_short | GreenVMAS: Virtual Organization Based Platform for Heating Greenhouses Using Waste Energy from Power Plants |
title_sort | greenvmas: virtual organization based platform for heating greenhouses using waste energy from power plants |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5877320/ https://www.ncbi.nlm.nih.gov/pubmed/29538351 http://dx.doi.org/10.3390/s18030861 |
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