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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...

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Autores principales: González-Briones, Alfonso, Chamoso, Pablo, Yoe, Hyun, Corchado, Juan M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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.
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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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