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Smart Petri Nets Temperature Control Framework for Reducing Building Energy Consumption

Energy consumption is steadily increasing in the Kingdom of Saudi Arabia (KSA), which imposes continuous strains on the electrical load. Furthermore, consumption rationalization measures do not seem to improve the situation in any way. Therefore, the implementation of energy saving policies become a...

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Detalles Bibliográficos
Autores principales: Bouazza, Kheir Eddine, Deabes, Wael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6604073/
https://www.ncbi.nlm.nih.gov/pubmed/31142019
http://dx.doi.org/10.3390/s19112441
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author Bouazza, Kheir Eddine
Deabes, Wael
author_facet Bouazza, Kheir Eddine
Deabes, Wael
author_sort Bouazza, Kheir Eddine
collection PubMed
description Energy consumption is steadily increasing in the Kingdom of Saudi Arabia (KSA), which imposes continuous strains on the electrical load. Furthermore, consumption rationalization measures do not seem to improve the situation in any way. Therefore, the implementation of energy saving policies become an urgent need. This paper targets developing a smart energy-saving framework for integrating new advanced technologies and conventional Air Conditioning (AC) systems to achieve a comfortable environment, optimum energy efficiency and profitability. In this paper, a three-stage smart control framework, which allows controlling room temperature according to the user’s preferences, is implemented. The first stage is a user identification process. In the second stage, a Petri Nets (PN) model monitors users and sends their preferred temperatures to the third stage. A PID controller is implemented in the third stage to regulate room temperatures. The interconnected sensing and actuating devices in this smart environment are configured to provide users with comfort and energy saving functionality. Experimental results show the good performances and features of the proposed approach. The proposed smart framework reduces the energy consumption of the current ON/OFF controller ([Formula: see text] kW) by a significant amount which reaches ([Formula: see text] kW) by ratio about [Formula: see text]. Reducing energy consumption is one of these important features in addition to system reactivity and user comfort.
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spelling pubmed-66040732019-07-19 Smart Petri Nets Temperature Control Framework for Reducing Building Energy Consumption Bouazza, Kheir Eddine Deabes, Wael Sensors (Basel) Article Energy consumption is steadily increasing in the Kingdom of Saudi Arabia (KSA), which imposes continuous strains on the electrical load. Furthermore, consumption rationalization measures do not seem to improve the situation in any way. Therefore, the implementation of energy saving policies become an urgent need. This paper targets developing a smart energy-saving framework for integrating new advanced technologies and conventional Air Conditioning (AC) systems to achieve a comfortable environment, optimum energy efficiency and profitability. In this paper, a three-stage smart control framework, which allows controlling room temperature according to the user’s preferences, is implemented. The first stage is a user identification process. In the second stage, a Petri Nets (PN) model monitors users and sends their preferred temperatures to the third stage. A PID controller is implemented in the third stage to regulate room temperatures. The interconnected sensing and actuating devices in this smart environment are configured to provide users with comfort and energy saving functionality. Experimental results show the good performances and features of the proposed approach. The proposed smart framework reduces the energy consumption of the current ON/OFF controller ([Formula: see text] kW) by a significant amount which reaches ([Formula: see text] kW) by ratio about [Formula: see text]. Reducing energy consumption is one of these important features in addition to system reactivity and user comfort. MDPI 2019-05-28 /pmc/articles/PMC6604073/ /pubmed/31142019 http://dx.doi.org/10.3390/s19112441 Text en © 2019 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
Bouazza, Kheir Eddine
Deabes, Wael
Smart Petri Nets Temperature Control Framework for Reducing Building Energy Consumption
title Smart Petri Nets Temperature Control Framework for Reducing Building Energy Consumption
title_full Smart Petri Nets Temperature Control Framework for Reducing Building Energy Consumption
title_fullStr Smart Petri Nets Temperature Control Framework for Reducing Building Energy Consumption
title_full_unstemmed Smart Petri Nets Temperature Control Framework for Reducing Building Energy Consumption
title_short Smart Petri Nets Temperature Control Framework for Reducing Building Energy Consumption
title_sort smart petri nets temperature control framework for reducing building energy consumption
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6604073/
https://www.ncbi.nlm.nih.gov/pubmed/31142019
http://dx.doi.org/10.3390/s19112441
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