TY - JOUR
T1 - Advanced thermal management of automotive fuel cells using a model reference adaptive control algorithm
AU - Han, Jaeyoung
AU - Yu, Sangseok
AU - Yi, Sun
PY - 2017/2/16
Y1 - 2017/2/16
N2 - Temperature control is a critical issue to ensuring the reliable performance of fuel cell systems. However, nominal feedback controllers currently used to regulate system temperature have limitations, due to the high inherent nonlinearity in the systems, and uncertainty in the parameters of the models, especially in the presence of dynamic load variations. In this study, a feedback controller was designed including Model Reference Adaptive Control (MRAC) to address uncertainties and robustly control the stack and the coolant inlet temperature in a proton exchange membrane fuel cell (PEMFC). The proposed controller was then evaluated by comparison with a nominal feedback controller. It was shown that if the parameters vary in the system the MRAC algorithm yields improved transient performances in terms of recovery speed and deviation in comparison to the nominal feedback control algorithm. The MRAC provides enhanced robustness.
AB - Temperature control is a critical issue to ensuring the reliable performance of fuel cell systems. However, nominal feedback controllers currently used to regulate system temperature have limitations, due to the high inherent nonlinearity in the systems, and uncertainty in the parameters of the models, especially in the presence of dynamic load variations. In this study, a feedback controller was designed including Model Reference Adaptive Control (MRAC) to address uncertainties and robustly control the stack and the coolant inlet temperature in a proton exchange membrane fuel cell (PEMFC). The proposed controller was then evaluated by comparison with a nominal feedback controller. It was shown that if the parameters vary in the system the MRAC algorithm yields improved transient performances in terms of recovery speed and deviation in comparison to the nominal feedback control algorithm. The MRAC provides enhanced robustness.
KW - Adaptive mechanism
KW - Algorithm
KW - Feedback control
KW - MRAC (model reference adaptive control)
KW - PEMFC (proton exchange membrane fuel cell)
KW - Thermal management
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U2 - 10.1016/j.ijhydene.2016.10.134
DO - 10.1016/j.ijhydene.2016.10.134
M3 - Article
SN - 0360-3199
VL - 42
SP - 4328
EP - 4341
JO - International Journal of Hydrogen Energy
JF - International Journal of Hydrogen Energy
IS - 7
ER -