TY - JOUR
T1 - Improving the air supply and hydrogen dilution control of a fuel cell electric vehicle with explicit model predictive control
AU - Eisner, Maximilian K.
AU - Zhou, Zheng
AU - Formanski, Volker
AU - Kennel, Ralph M.
N1 - Publisher Copyright:
© 2023 Hydrogen Energy Publications LLC
PY - 2024/1/2
Y1 - 2024/1/2
N2 - This study demonstrates the applicability of an explicit model predictive controller (ExMPC) to the air mass flow control in a fuel cell electric vehicle. The two control tasks comprise the supply of air to the fuel cell stack for the electrochemical reaction as well as the dilution of hydrogen in the outlet gas flow of the cathode subsystem. With the aim of achieving zero control deviation for steady states, the linear model in the state observer is extended with two perturbations. During the experimental validation of the proposed controller, fast dynamics are achieved with the ExMPC, which generally exploits the limits of the control variables. After the calibration of the ExMPC, the final comparison to a set of reference PI controllers reveals a significant improvement in the closed-loop behavior of the cathode subsystem during step changes in the controller setpoints.
AB - This study demonstrates the applicability of an explicit model predictive controller (ExMPC) to the air mass flow control in a fuel cell electric vehicle. The two control tasks comprise the supply of air to the fuel cell stack for the electrochemical reaction as well as the dilution of hydrogen in the outlet gas flow of the cathode subsystem. With the aim of achieving zero control deviation for steady states, the linear model in the state observer is extended with two perturbations. During the experimental validation of the proposed controller, fast dynamics are achieved with the ExMPC, which generally exploits the limits of the control variables. After the calibration of the ExMPC, the final comparison to a set of reference PI controllers reveals a significant improvement in the closed-loop behavior of the cathode subsystem during step changes in the controller setpoints.
KW - Automotive application
KW - Explicit model predictive control
KW - Fuel cell electric vehicle
KW - Fuel cell system control
UR - http://www.scopus.com/inward/record.url?scp=85166630243&partnerID=8YFLogxK
U2 - 10.1016/j.ijhydene.2023.07.113
DO - 10.1016/j.ijhydene.2023.07.113
M3 - Article
AN - SCOPUS:85166630243
SN - 0360-3199
VL - 52
SP - 1236
EP - 1247
JO - International Journal of Hydrogen Energy
JF - International Journal of Hydrogen Energy
ER -