Dynamic programming for New Energy Vehicles based on their work modes part I: Electric Vehicles and Hybrid Electric Vehicles

W Zhou, L Yang, Y Cai, T Ying - Journal of power sources, 2018 - Elsevier
Currently, there are four great challenges in the applications of dynamic programming on
new energy vehicles. Apart from the two common dynamic programming problems of the
interpolation leakage and the dimension disaster introduced in existing literature, two new
problems are found in our study, which are the standardization problem and the Markov
problem. In this series of two papers, we introduce our research how to solve these four
main problems of dynamic programming in the applications on new energy vehicles. The …

Dynamic programming for new energy vehicles based on their work modes Part II: Fuel cell electric vehicles

W Zhou, L Yang, Y Cai, T Ying - Journal of Power Sources, 2018 - Elsevier
This is the second paper in a series of two that introduce our research on dynamic
programming on new energy vehicles. In the first paper, we introduce the four main
problems (the interpolation leakage problem, the dimension disaster problem, the
standardization problem and the Markov problem) of dynamic programming on new energy
vehicles, and put forward a unified dynamic programming model and its solution method for
electric vehicles and hybrid electric vehicles. In this paper, we present a unified dynamic …
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