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                <term xml:lang="fr">energy management</term>
                <term xml:lang="fr">case-based reasoning</term>
                <term xml:lang="fr">Model-free approach</term>
                <term xml:lang="fr">Model-free approach case-based reasoning energy management</term>
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              <p>&lt;div&gt;&lt;p&gt;RÉSUMÉ. Cet article propose une nouvelle application de raisonnement à partir de cas (CBR) pour aider à la gestion intelligente des ressources énergétiques dans les espaces habités. Cette approche évite la construction d'un modèle, qu'il soit physique ou basé sur des données, en analysant l'historique des cas précédents de gestion de l' énergie dans l'espace habité. Elle utilise ensuite ces données pour fournir des recommandations d'actions visant à réduire la consommation d' énergie tout en prenant en compte les exigences de confort énergétique des occupants. Les résultats d' évaluation montrent des tendances encourageantes, démontrant ainsi le potentiel de cette approche pour une gestion plus efficace de l' énergie dans les espaces habité.&lt;/p&gt;&lt;p&gt;MOTS-CLÉS. Approche sans modèle, raisonnement à partir de cas, gestion d' énergie.&lt;/p&gt;&lt;p&gt;ABSTRACT. This article proposes a new Case-Based Reasoning (CBR) application to assist in the intelligent management of energy resources in inhabited spaces. This approach avoids constructing a model, whether physical or data-based, by analyzing the historical cases of energy management in the inhabited space. It then utilizes this data to provide actionable recommendations aimed at reducing energy consumption while considering the energy comfort requirements of occupants. Evaluation results show promising trends, thus demonstrating the potential of this approach for more effective energy management in inhabited spaces.&lt;/p&gt;&lt;/div&gt;</p>
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