College of Vehicle and Traffic Engineering, Henan University of Science and Technology, Luoyang, China.
State Key Laboratory of Intelligent Agricultural Power Equipment, Luoyang, China.
PLoS One. 2023 Jun 2;18(6):e0286378. doi: 10.1371/journal.pone.0286378. eCollection 2023.
Aiming at the unreasonable determination of the power coupling device speed ratio and the power battery capacity in the initial design stage of the dual-motor electric tractor, a dual-motor drive system is designed, and a parameter optimization method based on driving cycles (POMBDC) is proposed. By analyzing the driving characteristics requirements and actual working conditions of the tractor, the dynamic model of the dual-motor drive system under different working modes is established, and the parameters of the dual-motor, transmission and maximum service mass are designed. On this basis, based on the driving cycles and aiming at the lowest power consumption, the POMBDC is formed, this method can collaboratively optimize the power coupling device speed ratio and the power battery capacity. In order to verify the rationality of the POMBDC, the instantaneous optimization-constant speed ratio design method (IO-CSRDM), rule-optimization speed ratio design method (R-OSRDM) and rule-constant speed ratio design method (R-CSRDM) are developed as comparison methods, and simulation experiments are carried out. Under plowing conditions, the power battery capacity of the POMBDC is 3.08%, 5.71%, and 8.73% lower than those of the IO-CSRDM, R-OSRDM, and R-CSRDM, respectively. The power consumption resulting from the POMBDC is reduced by 3.11%, 5.74%, and 8.8%, compared with those of the IO-CSRDM, R-OSRDM and R-CSRDM, respectively. Under rotary tillage conditions, the power battery capacity of the POMBDC is 6%, 8.64%, and 11.11% lower than those of the IO-CSRDM, R-OSRDM, and R-CSRDM, respectively. The power consumption resulting from the POMBDC is reduced by 6.05%, 8.66%, and 11.13%, compared with those of the IO-CSRDM, R-OSRDM and R-CSRDM, respectively. The POMBDC can effectively increase the operating mileage of pure electric tractors and reduce costs.
针对双电机电动拖拉机初始设计阶段动力耦合装置速比和动力电池容量不合理的问题,设计了一种双电机驱动系统,并提出了一种基于行驶工况的参数优化方法(POMBDC)。通过分析拖拉机的行驶特性要求和实际工作条件,建立了不同工作模式下双电机驱动系统的动态模型,并对双电机、传动系统和最大工作质量的参数进行了设计。在此基础上,基于行驶工况,并针对最低功耗,形成了 POMBDC,该方法可以协同优化动力耦合装置速比和动力电池容量。为了验证 POMBDC 的合理性,设计了瞬时优化-恒速比设计方法(IO-CSRDM)、规则优化速比设计方法(R-OSRDM)和规则恒速比设计方法(R-CSRDM)作为对比方法,并进行了仿真实验。在犁耕工况下,POMBDC 的动力电池容量比 IO-CSRDM、R-OSRDM 和 R-CSRDM 分别低 3.08%、5.71%和 8.73%。与 IO-CSRDM、R-OSRDM 和 R-CSRDM 相比,POMBDC 的功率消耗分别降低了 3.11%、5.74%和 8.8%。在旋耕工况下,POMBDC 的动力电池容量比 IO-CSRDM、R-OSRDM 和 R-CSRDM 分别低 6%、8.64%和 11.11%。与 IO-CSRDM、R-OSRDM 和 R-CSRDM 相比,POMBDC 的功率消耗分别降低了 6.05%、8.66%和 11.13%。POMBDC 可以有效地提高纯电动拖拉机的运行里程,降低成本。