Extended filtration model for diesel particulate filter based on diesel particulate matter morphology characteristics

•Extended filtration model for DPF is proposed.•Variable effective density is introduced.•Average prediction error of this model is 1.17%.•Filtration efficiency growth coefficient Egro is introduced.•Egro exhibits a bimodal distribution.