A comparison of real-time energy management strategies of FC/SC hybrid power source: Statistical analysis using random cycles
International Journal of Hydrogen Energy(2021)
Abstract
This paper presents a comparative study of two promising real-time energy management strategies for fuel cell electric vehicle applications: adaptive equivalent consumption minimization strategy (A-ECMS), and stochastic dynamic programming (SDP). An off-line algorithm –classic dynamic programming - provides reference results. On-line and off-line strategies are tested both in simulation and using a dedicated test bench completely consistent with an electric scooter powertrain.
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Key words
Fuel cell system,On-line energy management,Adaptive equivalent consumption minimization strategy,Stochastic dynamic programming,Markov chain,Statistical analysis
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