TY - GEN
T1 - A Hybrid Electric UAV Energy Management Strategy Based on PSO and Virtual Inductor
AU - Wang, Xiaopeng
AU - Pang, Shengzhao
AU - Cheng, Bo
AU - Mao, Zhaoyong
AU - Li, Xiao
AU - Huangfu, Yigeng
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - In this paper, a real-time Energy Management Strategy (EMS) based on Particle Swarm Optimization (PSO) and virtual inductor is proposed for hybrid electric Unmanned Aerial Vehicle (UAV) powered by fuel cells and lithium batteries. For comparative analysis, EMS-based Finite-State Machine (FSM) and Dynamic Programming (DP) are also designed in this paper. Though simulating on MATLAB, the results demonstrate that the proposed EMS can effectively reduce the hydrogen consumption of the system, thereby improving fuel economy. Additionally, the EMS smooths the output power of the fuel cell with the aid of the virtual inductor.
AB - In this paper, a real-time Energy Management Strategy (EMS) based on Particle Swarm Optimization (PSO) and virtual inductor is proposed for hybrid electric Unmanned Aerial Vehicle (UAV) powered by fuel cells and lithium batteries. For comparative analysis, EMS-based Finite-State Machine (FSM) and Dynamic Programming (DP) are also designed in this paper. Though simulating on MATLAB, the results demonstrate that the proposed EMS can effectively reduce the hydrogen consumption of the system, thereby improving fuel economy. Additionally, the EMS smooths the output power of the fuel cell with the aid of the virtual inductor.
KW - energy management strategy
KW - fuel cell
KW - hybrid electric system
KW - Particle swarm optimization
KW - UAV
KW - virtual inductor
UR - https://www.scopus.com/pages/publications/85179518570
U2 - 10.1109/IECON51785.2023.10312680
DO - 10.1109/IECON51785.2023.10312680
M3 - 会议稿件
AN - SCOPUS:85179518570
T3 - IECON Proceedings (Industrial Electronics Conference)
BT - IECON 2023 - 49th Annual Conference of the IEEE Industrial Electronics Society
PB - IEEE Computer Society
T2 - 49th Annual Conference of the IEEE Industrial Electronics Society, IECON 2023
Y2 - 16 October 2023 through 19 October 2023
ER -