Two kinds of catalysts, designed and prepared based on fundamental res
earch, showed superior catalytic activities in the first-stage and sec
ond-stage upgrading of unconventional middle and heavy distillates, re
sulting in considerable improvements in overall activity (hydrogenatio
n, HDN, HDS and hydrocracking) and initial deactivation of two stage u
pgrading.