Research on Global Optimal Energy Management Strategy of Agricultural Hybrid Tractor Equipped with CVT

Author:

Zhang Junjiang1234,Feng Ganghui1,Liu Mengnan2,Yan Xianghai123,Xu Liyou123,Shang Chengyan1

Affiliation:

1. College of Vehicle and Traffic Engineering, Henan University of Science and Technology, Luoyang 471003, China

2. State Key Laboratory of Intelligent Agricultural Power Equipment, Luoyang 471039, China

3. Henan Province Collaborative Innovation Center for Advanced Manufacturing of Mechanical Equipment, Luoyang 471003, China

4. YTO Group Corporation, Luoyang 471004, China

Abstract

This paper presents a proposed global optimal energy management strategy based on dynamic programming to enhance the energy consumption efficiency of an agricultural hybrid tractor that is equipped with a continuously variable transmission (CVT). Firstly, using a diesel-electric parallel agricultural hybrid tractor as the research object, a tractor-rotary tillage coupling dynamics model is constructed. Secondly, with the torque and speed of the motor, the torque and speed of the diesel engine, and the CVT speed ratio as the control variables, the state of charge (SOC) of the power battery as the state variable, and the goal of minimizing the total energy consumption of the whole machine, a global optimal energy management model based on dynamic programming is established. Finally, the field operation measured data is injected into the MATLAB simulation model, and experiments are carried out to verify the effectiveness of the energy management strategy. The results show that compared with the power-following energy management strategy, the proposed energy management strategy can make the diesel engine and electric motor work in the optimal area, and effectively reduce the total cost of energy consumption of the tractor during field operations. Under the condition of rotary tillage, the total cost of energy consumption is decreased by 16.89%.

Funder

The National Key R&D Program of China

Key Scientific and Technological Research Projects in Henan Province

Key Agricultural Core Technology Research Project

Open Project of State Key Laboratory of Intelligent Agricultural Power Equipment

Open Project of State Key Laboratory of Tractor Power System

Publisher

MDPI AG

Subject

Automotive Engineering

Reference33 articles.

1. Characteristics of agricultural tractors emissions under real-world operating cycle;Fu;Trans. Chin. Soc. Agric. Mach.,2013

2. Real-world emission characteristics of carbonyl compounds from agricultural machines based on a portable emission measurement system;Yu;J. Environ. Sci.,2023

3. The effect of the tractor driving system on its performance and fuel consumption;Moinfar;Energy,2020

4. Review of development process and research status of electric tractors;Liu;Trans. Chin. Soc. Agric. Mach.,2022

5. An intelligent energy management strategy for an off-road plug-in hybrid electric tractor based on farm operation recognition;Ghobadpour;IET Electr. Syst. Transp.,2021

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3