TY - GEN
T1 - Research on energy management of model predictive control based on fuzzy control algorithm optimization
AU - Lin, Benxiang
AU - Wei, Chao
AU - Liu, Tao
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - To further improve the efficiency of energy management strategy for heavy-duty Hybrid Electric Vehicle (HEV), taking distributed electric drive heavy-duty Hybrid Electric Vehicle (HEV) as the research object, an energy management strategy combining fuzzy control algorithm and model predictive control (MPC) was proposed, and the length of prediction time domain was optimized by fuzzy algorithm. Simulation results showed that, compared with the fixed time domain model predictive energy management strategy under CHTC-TT working condition, The average time of iteration of the energy management strategy is reduced by about 22.7%, and the fuel consumption per 100 km is reduced by about 2.3%.
AB - To further improve the efficiency of energy management strategy for heavy-duty Hybrid Electric Vehicle (HEV), taking distributed electric drive heavy-duty Hybrid Electric Vehicle (HEV) as the research object, an energy management strategy combining fuzzy control algorithm and model predictive control (MPC) was proposed, and the length of prediction time domain was optimized by fuzzy algorithm. Simulation results showed that, compared with the fixed time domain model predictive energy management strategy under CHTC-TT working condition, The average time of iteration of the energy management strategy is reduced by about 22.7%, and the fuel consumption per 100 km is reduced by about 2.3%.
KW - Energy Management Strategy
KW - RBF
KW - fuzzy control algorithm
KW - model predictive control
UR - http://www.scopus.com/inward/record.url?scp=85191437124&partnerID=8YFLogxK
U2 - 10.1109/IC2ECS60824.2023.10493305
DO - 10.1109/IC2ECS60824.2023.10493305
M3 - Conference contribution
AN - SCOPUS:85191437124
T3 - 2023 3rd International Conference on Electrical Engineering and Control Science, IC2ECS 2023
SP - 1040
EP - 1044
BT - 2023 3rd International Conference on Electrical Engineering and Control Science, IC2ECS 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd International Conference on Electrical Engineering and Control Science, IC2ECS 2023
Y2 - 29 December 2023 through 31 December 2023
ER -
