TY - JOUR
T1 - An Improved Discharge Profile-based DC-link Capacitance Estimation for Traction Inverter in Electric Vehicle Applications
AU - Wei, Xing
AU - Bo, Yao
AU - Peng, Yingzhou
AU - Sun, Yongchao
AU - Wang, Kai
AU - Wang, Huai
PY - 2024/7
Y1 - 2024/7
N2 - DC-link capacitor is an important part of traction inverters in electric vehicles (EVs), contributing to cost, size, and failure rate on a considerable scale. This article proposes a noninvasive dc-link capacitance estimation method based on the capacitor discharge profile during the turning-off transition of a traction inverter. The proposed method relies on the existing control and measurement of the traction inverter without the need for software modifications and hardware updates. It minimizes the new risks introduced into the system operation because the estimation procedure is implemented after vehicles are parked. A novel correction solution is proposed to secure the estimation accuracy while also reducing the sampling requirements. Compared with conventional estimation methods, the proposed scheme outperforms in complexity and accuracy. The proof-of-concept experiments based on a scaled-down inverter prototype and a full-scale traction inverter for EV applications verify the feasibility of the proposed method.
AB - DC-link capacitor is an important part of traction inverters in electric vehicles (EVs), contributing to cost, size, and failure rate on a considerable scale. This article proposes a noninvasive dc-link capacitance estimation method based on the capacitor discharge profile during the turning-off transition of a traction inverter. The proposed method relies on the existing control and measurement of the traction inverter without the need for software modifications and hardware updates. It minimizes the new risks introduced into the system operation because the estimation procedure is implemented after vehicles are parked. A novel correction solution is proposed to secure the estimation accuracy while also reducing the sampling requirements. Compared with conventional estimation methods, the proposed scheme outperforms in complexity and accuracy. The proof-of-concept experiments based on a scaled-down inverter prototype and a full-scale traction inverter for EV applications verify the feasibility of the proposed method.
KW - Capacitance estimation
KW - condition monitoring
KW - dc-link capacitor
KW - electric vehicle (EV)
KW - traction inverter
UR - https://ieeexplore.ieee.org/document/10487784
UR - http://www.scopus.com/inward/record.url?scp=85189616526&partnerID=8YFLogxK
U2 - 10.1109/TPEL.2024.3383153
DO - 10.1109/TPEL.2024.3383153
M3 - Journal article
SN - 0885-8993
VL - 39
SP - 8696
EP - 8708
JO - I E E E Transactions on Power Electronics
JF - I E E E Transactions on Power Electronics
IS - 7
ER -