Techniques avancées d'intelligence artificielle en génie mécanique
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Ce livre pr�sente une exploration compl�te et orient�e vers les applications de l'intelligence artificielle dans l'ing�nierie m�canique, en se concentrant sur la transformation des syst�mes m�caniques traditionnels en solutions intelligentes, guid�es par les donn�es et autonomes. Il fait le lien entre les concepts fondamentaux de l'IA et les domaines cl�s de l'ing�nierie m�canique tels que l'optimisation de la conception, la fabrication intelligente, la maintenance pr�dictive, les jumeaux num�riques, la robotique et les mat�riaux avanc�s. L'accent est mis sur la mise en oeuvre pratique en utilisant l'apprentissage automatique, l'apprentissage profond et les techniques d'intelligence computationnelle pour r�soudre des probl�mes industriels r�els. L'ouvrage aborde �galement l'int�gration de l'industrie 4.0, l'analyse pilot�e par les capteurs et les cadres de collaboration homme-machine. Gr�ce � des �tudes de cas, des algorithmes et des illustrations de flux de travail, le texte dote les �tudiants, les chercheurs et les ing�nieurs en exercice des connaissances n�cessaires pour d�velopper des syst�mes m�caniques intelligents de nouvelle g�n�ration. L'ouvrage est particuli�rement pertinent pour ceux qui cherchent � appliquer l'IA � des fins d'efficacit�, de fiabilit�, de durabilit� et d'innovation dans les environnements modernes d'ing�nierie m�canique.
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