“…The input parameters used in this work are oil slip velocity, water slip velocity, pipe diameter, pipe roughness and oil viscosity which are collected over 994 data point from experimental works of Trallero [20], Yipping et al [57], Nadler et al [58], Martinez et al [59], Angeli et al [6], Elseth [1], Lovick and Angeli [34], Chakrabarti [4], Rodriguez [3], Al-Wahaibi [60], Liu et al [61] and Al-Yaari et al [62] .…”