TY - JOUR
T1 - RESEARCH ON ENERGY REDISTRIBUTION OF HYBRID VEHICLE CONSIDERING THERMAL CONSTRAINTS
AU - Li, Ben
AU - Liu, Bolan
AU - Wan, Peng
AU - Tang, Jingxian
AU - Fan, Wenhao
N1 - Publisher Copyright:
© 2024 Society of Thermal Engineers of Serbia Published by the Vinča Institute of Nuclear Sciences, Belgrade, Serbia. This is an open access article distributed under the CC BY-NC-ND 4.0 terms and conditions
PY - 2024
Y1 - 2024
N2 - Thermal management is one of the key factors affecting the performance of hybrid vehicles. However, most traditional energy management strategies lack the consideration of thermal constraints under harsh operating conditions. In this paper, taking a specific type of diesel-electric hybrid system as the research object, a strategy for energy redistribution under thermal management constraints is proposed. The diesel-electric hybrid system model is built and verified. Based on the model, the cooling capacity indexes are selected, and the weight coefficient of each cooling capacity index is determined by neighborhood component analysis. Then a comprehensive thermal evaluation system is obtained. Combined with the thermal evaluation system, the energy redistribution strategy based on the momentum gradient descent method is proposed. Two typical working conditions of high altitude and battery cooling system deterioration are selected, and the energy redistribution strategy is simulated and analyzed in real-time under both working conditions. The results show that the energy redistribution strategy can significantly improve the thermal state of the system at the expense of less overall energy consumption, take into account the economy and thermal balance, and ensure the reliable operation of the vehicle.
AB - Thermal management is one of the key factors affecting the performance of hybrid vehicles. However, most traditional energy management strategies lack the consideration of thermal constraints under harsh operating conditions. In this paper, taking a specific type of diesel-electric hybrid system as the research object, a strategy for energy redistribution under thermal management constraints is proposed. The diesel-electric hybrid system model is built and verified. Based on the model, the cooling capacity indexes are selected, and the weight coefficient of each cooling capacity index is determined by neighborhood component analysis. Then a comprehensive thermal evaluation system is obtained. Combined with the thermal evaluation system, the energy redistribution strategy based on the momentum gradient descent method is proposed. Two typical working conditions of high altitude and battery cooling system deterioration are selected, and the energy redistribution strategy is simulated and analyzed in real-time under both working conditions. The results show that the energy redistribution strategy can significantly improve the thermal state of the system at the expense of less overall energy consumption, take into account the economy and thermal balance, and ensure the reliable operation of the vehicle.
KW - comprehensive thermal evaluation system
KW - diesel-electric hybrid system
KW - energy redistribution
KW - momentum gradient descent
KW - real-time simulation
UR - http://www.scopus.com/inward/record.url?scp=85200894894&partnerID=8YFLogxK
U2 - 10.2298/TSCI230922283L
DO - 10.2298/TSCI230922283L
M3 - Article
AN - SCOPUS:85200894894
SN - 0354-9836
VL - 28
SP - 2845
EP - 2855
JO - Thermal Science
JF - Thermal Science
IS - 4
ER -