The role of the supervisory control system (SCS) of a HEV is to determine the power split between multiple sources in a hybrid powertrain. In the past years, many kinds of SCSs have been proposed, which can be generally classified into two kinds, namely, optimization-based and rule-based control strategies. The optimization-based strategies determine the power …