In this study, thermo-fluid dynamics of an inverted arrow-shaped rough absorber plate in a turbulent regime (
) is numerically investigated. The computational results have been obtained using Finite Volume Method (FVM) in ANSYS Fluent 19.0. A constant heat flux of 1 kW
m2 is applied to the aluminum absorber plate. The impact of Reynolds number (
) (
and relative roughness pitch (
) (
on heat dissipation from the absorber plate has been examined. The roughness height (
) has maintained a constant at
= 0.042 throughout the study. For all relative roughness pitches, average Nusselt number (
rises with
by up to 180.52%. However, at elevated
the average value of the friction factor
reduces by up to 52.78%. The computational analysis predicts that the maximum
, approximately 5.4 times in contrast to a smooth duct, performed at a
= 17.86. Meanwhile, the maximum increase in the
, about 3.82 times relative to the smooth counterpart, is observed at a
= 7.14. The results revealed that the optimal thermal-hydraulic performance parameter (THPP) reaches 3.66 at
= 7.14 and
= 12,000. Additionally, correlations obtained for the
and
from the computational data. The prediction accuracy of these correlations is within exhibits ±5% deviation with a coefficient of determination (
2 = 0.98). These results provide valuable contributions to the optimizing layout of an energy-efficient solar air heating system.