Dr. Djamel Saba
Unité de Recherche en Energies Renouvelables en Milieu Saharien, URERMS, Centre de Développement des Energies Renouvelables, CDER, 01000, Adrar, Algeria, Adrar, Algeria
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Academic Career Length
5Years (2022-Present)
(Calculated once Scilit publication data is synced: current year − year of first publication + 1)
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Journal Article
Djamel SabaOComar cheikhrouhou
omar cheikhrouhouWAWajdi Alhakam
Wajdi AlhakamYSYoucef Sahli
Youcef Sahli
HADIDI ABDELKADER
Habib HamamAlgeria is characterized by extreme cold in winter and high heat and humidity in summer. This leads to an increase in the use of electrical appliances, which has a negative impact on electrical energy consumption and its high costs, especially with the high price of electricity in Algeria. In this context, artificial intelligence can help to regulate the daily consumption of electricity, by optimizing the exploitation of natural resources and alerting the individual to avoid energy wasting. This paper proposes a decision-making tool (IRRHEM) for managing electrical energy at smart home. The IRRHEM solution is based on three elements: the use of natural resources, the notification of the inhabitants in case of resources misuse or wasting behavior, and the aggregation of similar activities at same time. Additionally, based on the proposed intelligent reasoning rules, residents’ behavior and activities are represented by OWL (Ontology Web Language) and written and executed through SWRL (Semantic Web Rule Language). Finally, the (IRRHEM) solution is tested in a home located in Algiers city inhabited by a family of four persons. The IRRHEM performance evaluation results are very promising and show a 3.60% rate of energy saving.
About Me
Dr. Djamel Saba is currently a permanent researcher at the Photovoltaic Conversion Division in the Renewable Energy Research Unit in the Saharan Region, Adrar, Algeria. Djamel Saba was born in Jijel, Algeria, in 1971. He received the diploma of a computer engineer in the speciality of information systems at the University of Mentouri, Constantine, Algeria, in 1998, and a master's in computer science in the speciality of intelligent systems at the University of Science and Technology Houari-Boumedienne (USTHB) in 2012. Then, he received his Ph.D. in computer science, a field of networks and computer systems, from the University of Kasdi Merbah, Ouargla, Algeria, in 2017. university habilitation (HDR) in computer science from the Higher School of Computer Science of Sidi Bel Abbès, Algeria, in 2019. Research Director Degree in 2023. His research interests include artificial intelligence, multi-agent systems, computer Ontology, Energy saving, smart environments, smart homes, smart cities, Smart Grid, sustainable development, and renewable energy.
Dr. Djamel Saba participated in the revision of the works for international conferences and scientific journals. He has been a member of scientific committees for conferences and scientific days.
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