Zhiqing Zhang

Thermal management strategy for improving DPF active regeneration performance via multi-objective optimization based on a random forest surrogate model

Active regeneration of diesel particulate filters (DPFs) is essential for particulate emission control but involves competing effects among soot oxidation, heat removal, flow resistance, and thermal safety. A one dimensional transient Corning EX 80 DPF model was validated with a...