Experimental investigation on active nucleation site density and bubble departure frequency in subcooled flow boiling by using bubble tracking algorithm

•An efficient bubble tracking algorithm was developed.•Effect of parameters on nucleation site density and departure frequency were studied.•Inconsistencies between experimental data and existing models were analyzed.•A new correlation for active nucleation site density was developed.•A model for dimensionless bubble departure frequency was proposed.