“…In general, experimental data has shown that nanofluid thermal conductivity increases with nanoparticle volume fraction [1,3,4,[7][8][9][10][11]13,15,16,[22][23][24][25][26][27][28][29][30][31][32][33][34][35][36][37][38][39][40]. However, in some cases researchers have observed a linear relationship between thermal conductivity and nanoparticle concentration [3,9,15,22,[37][38][39][40], whereas in other cases a non-linear relationship has been observed [1,4,7,8,11,13,16,23,[26][27][28]…”