Statistical Moments Transport Model for the prediction of slug flow properties

•A new model is proposed for the evolution of slug length distributions.•Model is based on the direct transport of statistical moments.•Validation with six different experimental data sets.•Agreement with experimental data is generally better than existing models.•Computational cost is up to two orders of magnitude lower than alternatives.