TY - GEN
T1 - A stochastic optimal control approach for power management in plug-in hybrid electric vehicles
AU - Moura, Scott J.
AU - Fathy, Hosam K.
AU - Callaway, Duncan S.
AU - Stein, Jeffrey L.
PY - 2009
Y1 - 2009
N2 - This paper examines the problem of optimally splitting driver power demand among the different actuators (i.e., the engine and electric machines) in a plug-in hybrid electric vehicle (PHEV). Existing studies focus mostly on optimizing PHEV power management for fuel economy, subject to charge sustenance constraints, over individual drive cycles. This paper adds three original contributions to this literature. First, it uses stochastic dynamic programming to optimize PHEV power management over a distribution of drive cycles, rather than a single cycle. Second, it explicitly trades off fuel and electricity usage in a PHEV, thereby systematically exploring the potential benefits of controlled charge depletion over aggressive charge depletion followed by charge sustenance. Finally, it examines the impact of variations in relative fuel-to-electricity pricing on optimal PHEV power management. The paper focuses on a single-mode power-split PHEV configuration for mid-size sedans, but its approach is extendible to other configurations and sizes as well.
AB - This paper examines the problem of optimally splitting driver power demand among the different actuators (i.e., the engine and electric machines) in a plug-in hybrid electric vehicle (PHEV). Existing studies focus mostly on optimizing PHEV power management for fuel economy, subject to charge sustenance constraints, over individual drive cycles. This paper adds three original contributions to this literature. First, it uses stochastic dynamic programming to optimize PHEV power management over a distribution of drive cycles, rather than a single cycle. Second, it explicitly trades off fuel and electricity usage in a PHEV, thereby systematically exploring the potential benefits of controlled charge depletion over aggressive charge depletion followed by charge sustenance. Finally, it examines the impact of variations in relative fuel-to-electricity pricing on optimal PHEV power management. The paper focuses on a single-mode power-split PHEV configuration for mid-size sedans, but its approach is extendible to other configurations and sizes as well.
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M3 - Conference contribution
AN - SCOPUS:70349934733
SN - 9780791843352
T3 - 2008 Proceedings of the ASME Dynamic Systems and Control Conference, DSCC 2008
SP - 1357
EP - 1366
BT - 2008 Proceedings of the ASME Dynamic Systems and Control Conference, DSCC 2008
T2 - 2008 ASME Dynamic Systems and Control Conference, DSCC 2008
Y2 - 20 October 2008 through 22 October 2008
ER -