跳到主要导航 跳到搜索 跳到主要内容

面向耦合分流动力构型的拖拉机犁耕工况控制策略

  • Haishi Dou
  • , Youtong Zhang*
  • , Qiang Ai
  • , Xinqi Zhao
  • *此作品的通讯作者
  • Beijing Institute of Technology

科研成果: 期刊稿件 › 文章 › 同行评审

摘要

A hybrid power system has been widely used in Hybrid Electric Tractors (HETs) under farmland clustering and energy shortage in China. However, a great design difficulty can be found in the dynamic and variable load conditions of a working tractor on an unstructured road. Particularly, the powertrain flow can be used to realize the coupling and decoupling between the output power of the driven axle and Power Take-Off (PTO). It is a high demand to develop flexible powertrain for tractors, in order to improve the operation performance of agricultural machinery. Thus, the coupled-split powertrain system has been proposed with the principle of graph theory towards the single engine, dual motors, and clutch. All power ranges demand has been satisfied with the variable combination mode between the clutch and power units. In addition, the energy allocation can be optimized between the engine and motors in the background of non-linear loads. In this study, a Markov Decision Process (MDP) based Energy Management Strategy (EMS) was proposed to allocate the power between the engine and motors along with the dynamic and variable load. Firstly, the spectrum of the working load was collected in the period to distinguish the working scenarios. Specifically, the sample of the working environment included plains, hills, and basins. Secondly, the demand power in plowing was abstracted as the state transition of the MDP in the premise of tractor parameters collected under the plow condition, with which the comprehensive dynamics of tractor loads were mathematically formulated. Thirdly, energy consumption was defined as the cost function in the optimal control process, which was solved by the value iteration function. The working range of motor-2 was determined under the guidance of optimal control. In the actual plowing condition, the torque of motor-2 was optimized and determined along with the demand power and state of charge (SOC), which was converted to a look-up table and download in the Vehicle Control Unit (VCU). Finally, the effectiveness and feasibility of the system were validated with the hardware-in-loop test. Among them, the program was also conducted in the VCU on the actual test bench. Meanwhile, the model of the tractor was established for the co-simulation. The result indicated that the improved EMS reduced fuel consumption by 7.2%, compared with the traditional. The demand power forecast strategy further improved the energy efficiency characteristics of the drive motor in the plain plowing environment. In addition, the novel powertrain configurations of the tractor contained the direct and indirect coupled-split power system, which expanded the path of power flow between power units and wheels. Besides, the direct coupled-split configuration has the potential application to replace the technical difficulties of traditional power shifts and Continuously Variable Transmission (CVT). The new strategy can be expected to serve as high energy efficiency. The powertrain of coupled-split configuration can provide a strong reference to breaking through the difficult situation of power shift and CVT for high-power tractors. The finding can be expected to make great progress in the hybrid power system of the tractor in agricultural machinery.

投稿的翻译标题Control strategy for hybrid tractor plow conditions oriented to coupled-split dynamic configuration
源语言繁体中文
页(从-至)41-49
页数9
期刊Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering
卷38
期23
DOI
出版状态已出版 - 12月 2022

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源

关键词

  • Markov decision
  • control strategy
  • coupled-split configuration
  • energy management strategy
  • experiment
  • hybrid power tractors

学术指纹

探究 '面向耦合分流动力构型的拖拉机犁耕工况控制策略' 的科研主题。它们共同构成独一无二的学术指纹。

引用此