“…In the early investigations of the numerical methods, one-dimensional approximation was commonly performed (Pang, Kalam, Masjuki, & Hazrat, 2012). In recent decades, advances in numerical techniques have made the computational fluid dynamic (CFD) tools powerful and cost effective alternatives on complex underhood airflows (Caltrider, Davis, Madhavan, & Veling, 1993;Costa, 2003;Dinc, Arslan, Akgun, & Almenar, 2010;Ding, Williams, Karanth, & Sovani, 2006;Pan, Schoon, Putta, Ogale, & Chen, 2010) to figure out the impact of the simulations on design and development processes. Davis, Veling, Caltrider, and Madhavar (1993) performed three dimensional CFD simulations on the cooling system of light trucks; in addition they discussed the necessity for an underhood thermal management model.…”