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Author Boumahdi, M.; El Amrani, C.; Denys, S.
Title An innovative air purification method and neural network algorithm applied to urban streets Type A1 Journal article
Year (down) 2019 Publication International journal of embedded and real-time communication systems Abbreviated Journal
Volume 10 Issue 4 Pages 1-19
Keywords A1 Journal article; Engineering sciences. Technology; Sustainable Energy, Air and Water Technology (DuEL)
Abstract In the present work, multiphysics modeling was used to investigate the feasibility of a photocatalysis-based outdoor air purifying solution that could be used in high polluted streets, especially street canyons. The article focuses on the use of a semi-active photocatalysis in the surfaces of the street as a solution to remove anthropogenic pollutants from the air. The solution is based on lamellae arranged horizontally on the wall of the street, coated with a photocatalyst (TiO2), lightened with UV light, with a dimension of 8 cm × 48 cm × 1 m. Fans were used in the system to create airflow. A high purification percentage was obtained. An artificial neural network (ANN) was used to predict the optimal purification method based on previous simulations, to design purification strategies considering the energy cost. The ANN was used to forecast the amount of purified with a feed-forward neural network and a backpropagation algorithm to train the model.
Address
Corporate Author Thesis
Publisher Place of Publication Editor
Language Wos Publication Date 2019-09-20
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN 978-1-5225-7199-5 ISBN Additional Links UA library record
Impact Factor Times cited Open Access
Notes Approved no
Call Number UA @ admin @ c:irua:162595 Serial 8103
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Author Semlali, B.-eddine B.; El Amrani, C.; Denys, S.
Title Development of a Java-based application for environmental remote sensing data processing Type A1 Journal article
Year (down) 2019 Publication International Journal of Electrical and Computer Engineering Abbreviated Journal
Volume 9 Issue 3 Pages 1978-1986
Keywords A1 Journal article; Sustainable Energy, Air and Water Technology (DuEL)
Abstract Air pollution is one of the most serious problems the world faces today. It is highly necessary to monitor pollutants in real-time to anticipate and reduce damages caused in several fields of activities. Likewise, it is necessary to provide decision makers with useful and updated environmental data. As a solution to a part of the above-mentioned necessities, we developed a Java-based application software to collect, process and visualize several environmental and pollution data, acquired from the Mediterranean Dialog earth Observatory (MDEO) platform [1]. This application will amass data of Morocco area from EUMETSAT satellites, and will decompress, filter and classify the received datasets. Then we will use the processed data to build an interactive environmental real-time map of Morocco. This should help finding out potential correlations between pollutants and emitting sources.
Address
Corporate Author Thesis
Publisher Place of Publication Editor
Language Wos Publication Date 2019-04-20
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN 2088-8708 ISBN Additional Links UA library record
Impact Factor Times cited Open Access
Notes Approved no
Call Number UA @ admin @ c:irua:163847 Serial 7799
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