TY - JOUR
T1 - Multi-channel Active Vibration Control Strategy for Series-parallel Hybrid Electric Vehicle Based on Notch FxLMS Algorithm
AU - Yan, Qi
AU - Liu, Hui
AU - Gao, Pu
AU - Yang, Dianzhao
AU - Jiao, Jiaxin
N1 - Publisher Copyright:
© 2025, China Ordnance Industry Corporation. All rights reserved.
PY - 2025
Y1 - 2025
N2 - The series-parallel hybrid powertrain combines the characteristics of series and parallel hybrid configurations, and its engine and motor are connected through a power coupling mechanism. It can provide power to the wheels independently or jointly, resulting in excellent fuel economy. However, the mechanical connection between the engine and transmission system in series-parallel hybrid vehicle often leads to poor NVH (noise, vibration and harshness) performance. To address this issue, this paper proposes an active vibration control strategy. First, the configuration and various operating modes of series-parallel hybrid vehicle are introduced, a torsional dynamics model and an engine fluctuating torque model are established, and the relationship between system torsional vibration response frequency and engine speed is analyzed. Subsequently, an adaptive multi-channel active vibration control strategy based on the notch filtered-x least mean square (FxLMS) algorithm is proposed. The proposed strategy is to use the motors as actuators to achieve the compensation for the torsional vibration at target points by adaptively adjusting the weight matrix. In order to improve the control accuracy, the multiple secondary paths in the series-parallel system is identified offline using finite impulse response (FIR) filters. The simulated results demonstrate that the proposed active vibration control strategy shows excellent effectiveness and stability. The strategy is used to improve the ride comfort of vehicle, extend the service life of components, and enhance the NVH performance of the entire vehicle.
AB - The series-parallel hybrid powertrain combines the characteristics of series and parallel hybrid configurations, and its engine and motor are connected through a power coupling mechanism. It can provide power to the wheels independently or jointly, resulting in excellent fuel economy. However, the mechanical connection between the engine and transmission system in series-parallel hybrid vehicle often leads to poor NVH (noise, vibration and harshness) performance. To address this issue, this paper proposes an active vibration control strategy. First, the configuration and various operating modes of series-parallel hybrid vehicle are introduced, a torsional dynamics model and an engine fluctuating torque model are established, and the relationship between system torsional vibration response frequency and engine speed is analyzed. Subsequently, an adaptive multi-channel active vibration control strategy based on the notch filtered-x least mean square (FxLMS) algorithm is proposed. The proposed strategy is to use the motors as actuators to achieve the compensation for the torsional vibration at target points by adaptively adjusting the weight matrix. In order to improve the control accuracy, the multiple secondary paths in the series-parallel system is identified offline using finite impulse response (FIR) filters. The simulated results demonstrate that the proposed active vibration control strategy shows excellent effectiveness and stability. The strategy is used to improve the ride comfort of vehicle, extend the service life of components, and enhance the NVH performance of the entire vehicle.
KW - active vibration control
KW - engine fluctuating torque
KW - notch FxLMS algorithm
KW - series-parallel hybrid electric vehicle
UR - https://www.scopus.com/pages/publications/105041863169
U2 - 10.12382/bgxb.2024.1157
DO - 10.12382/bgxb.2024.1157
M3 - Article
AN - SCOPUS:105041863169
SN - 1000-1093
VL - 46
JO - Binggong Xuebao/Acta Armamentarii
JF - Binggong Xuebao/Acta Armamentarii
IS - 11
M1 - 241157
ER -