Optimisation des performances et des émissions d'un moteur CRDI à l'aide du PSO
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Compte tenu des observations relatives aux caract�ristiques inh�rentes de compromis PM-NOx-BSFC fournies par le CRDI avec les strat�gies GNC et EGR au cours de l'exp�rimentation, un contexte potentiel est ainsi �tabli pour examiner une approche d'optimisation unique en son genre visant � renforcer le potentiel de compromis du GNC et de l'EGR par leur application simultan�e dans un moteur diesel existant �quip� d'un syst�me d'injection � rampe commune. Le FIP, l'EGR, le CES et la charge du moteur ont �t� choisis comme variables de contr�le pour l'�tude d'optimisation. Une fonction de m�rite adaptative (AMF) a �t� constitu�e comme fonction objective � optimiser et un r�seau neuronal artificiel (ANN) a �t� utilis� pour corr�ler la fonction objective avec les variables de contr�le choisies, tandis que Latin-Hypercube a �t� choisi comme planificateur DoE pour fournir l'�chantillon de population initial pour la s�quence d'it�ration d'optimisation. Le PSO a �t� choisi comme algorithme d'optimisation en raison de sa simplicit� et de son efficacit� inh�rentes pour obtenir une convergence assur�e de la fonction objectif � un co�t de calcul nettement moindre. La conception inh�rente de la fonction objectif AMF garantissait que toutes ces valeurs de compromis optimales respectaient simultan�ment les exigences des normes EPA Tier 4 PM et NHC.
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