A Bilevel Energy Management Strategy for HEVs Under Probabilistic Traffic Conditions

This work proposes a new approach for the optimal energy management of a hybrid electric vehicle (EV) considering traffic conditions. The method is based on a bilevel decomposition. At the microscopic level, the offline part computes cost maps due to a stochastic optimization that considers the infl...

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Veröffentlicht in:	IEEE transactions on control systems technology 2022-03, Vol.30 (2), p.728-739
Hauptverfasser:	Le Rhun, Arthur, Bonnans, Frederic, De Nunzio, Giovanni, Leroy, Thomas, Martinon, Pierre
Format:	Artikel
Sprache:	eng
Schlagworte:	Acceleration Algorithms Batteries Bilevel optimization Computing costs Driving conditions Electric motors Electric power Energy management Engineering Sciences Engines Hybrid electric vehicles hybrid electric vehicles (EVs) Mechanics Optimization State of charge Statistical analysis stochastic dynamic programming (SDP) Stochastic processes Torque Traffic traffic data clustering Traffic information Traffic management Traffic speed
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