… cycles) of real-world trip data, collected along three commuting routes in California. For the
… learn the optimal EMS policy using data of vehicle speed, road grade, battery charge, power …

… Presently, optimization-based energy management strategies consist mainly of global … of
HEVs requires different decision and control platforms, such as human–vehicle–road–cloud, to …

… system, the important location points of the commuting routes were discovered. Second, a
Markov … In summary, the optimal control solution of PHEV energy management based on DP …

… interesting commuting problem for an electric vehicle (EV) corridor in a dense city where
en-route … Next, we present in Section 4 a joint optimization model of charging location and road …

… For a commuter hybrid vehicle, it runs under a repeated driving cycle, so the driver … The
driving cycle data used in this article are collected from PHEVs in city bus line 303 in Chongqing …

… In [22], an intelligent optimal energy storage system real-time energy … Route-based online
energy management of a PHEV and sensitivity to trip prediction. In Proceedings of the 2014 …

… In conclusion, the results indicate that the scale of energy savings produced by route-optimized
energy management primarily depends on the initial battery SOC and the nature of the …

… journey. Obviously, to devise an optimal energy management for a specific predicted journey,
… (ie, commuting and long-distance driving). In addition, we demonstrate the operation of the …

… optimization of vehicles with fixed driving routes. For example, a commuter route-optimized
energy management … of which was to identify commuter routes from historical driving data by …

… electric vehicles (HEVs). These can be categorized as rule-… the optimal energy management
strategy of PHEVs, which is … The simulation of a real-world commute trip shows that about a …