Slip-draft embedded control system by adaptively adjusting the battery position for electric tractors
Keywords:
electric tractor, embedded control system, adjusting adaptively, center of gravity position, performance testAbstract
A slip-draft embedded control system was designed and developed for an independent developed 2WD (two-wheel drive) electric tractor, to improve the traction efficiency, operation performance and ploughing depth stability of the electric tractor. In this system, the battery of electric tractor was innovatively equivalent to the original counterweight of the fuel tractor. And through dynamic analysis of electric tractor during ploughing, the mathematical model of adjusting the center of gravity about draft force and slip rate was established. Then the automatic adjustment of the center of gravity for electric tractor was realized through the adaptive adjustment of battery position. Finally, the system was carried on electric tractor for performance evaluation under different ploughing conditions, the traction efficiency, slip rate and front wheel load of electric tractor were measured and controlled synchronously to make it close to the set range. And the comparative experiments of ploughing operation were carried out under the two modes of adaptive adjustment of center of gravity and fixed center of gravity. The test results showed that, based on the developed control system, the center of gravity of electric tractor can be adjusted in real time according to the complex changes of working conditions. During ploughing operation with adjusting adaptively battery position, the average values of traction efficiency, slip rate, front wheel load and relative error of tillage depth of electric tractor were 64.5%, 22.2%, 2045.0 N and 2.0% respectively. Which were optimized by 15.0%, 29.5%, 19.6% and 80.0% respectively, compared with electric tractor with fixed battery position. The slip-draft embedded control system can not only realize the adaptive adjustment of the center of gravity position in the ploughing process of electric tractor, but also improve the traction efficiency and the stability of ploughing depth, which can provide reference for the actual production operation of electric tractor. Key words: electric tractor, embedded control system, adjusting adaptively, center of gravity position, performance test DOI: 10.25165/j.ijabe.20231605.7280 Citation: Wang M H, Ning P C, Su K, Yoshinori G, Wang W, Cui Y J, et al. Slip-draft embedded control system by adaptively adjusting the battery position for electric tractors. Int J Agric & Biol Eng, 2023; 16(5): 155-164.References
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[2] Wang J, Zhang X M, Zhang B, Hou X N, Song C B, Zhao J Y. Research status and trend of electric agricultural machinery. Journal of Chinese Agricultural Mechanization, 2019; 40(10): 35-41. (in Chinese)
[3] Mousazadeh H, Keyhani A, Javadi A, Mobli H, Abrinia K, Sharifi A. Life-cycle assessment of a solar assist plug-in hybrid electric tractor (SAPHT) in comparison with a conventional tractor. Energy Convers Manage, 2011; 52(3): 1700-1710.
[4] Troncon D, Alberti L. Case of study of the electrification of a tractor: electric motor performance requirements and design. Energies, 2020; 13(9): 2197.
[5] Gupta C, Tewari V K, Kumar A A, Shrivastava P. Automatic tractor slip-draft embedded control system. Comput. Electron. Agric, 2019; 165: 104947.
[6] Sahu R K, Raheman H. A decision support system on matching and field performance prediction of tractor-implement system. Comput. Electron. Agric, 2008; 60(1): 76-86.
[7] Xu S L, Feng C L, Yue Y Y. Type of tractor’s ballast and it’s application. Tractor & Farm Transporter, 2007; 34(4): 100-101. (in Chinese)
[8] Alonzo K, Byan N, David S, Ranjith U. Field and service applications – An infrastructure-free automated guided vehicle based on computer vision – An effort to make an industrial robot vehicle that can operate without supporting infrastructure. IEEE Robot Autom Mag., 2007; 14(3): 24-34.
[9] Zhao S X, Liu M N, Xu L Y. Optimization design of electric tractor chassis based on multiple performance objectives. Transactions of the CSAM, 2018; 49(Supp): 492-498. (in Chinese)
[10] Janulevicius A, Pupinis G, Lukstas J, Damanauskas V, Kurkauskas V. Dependencies of the lead of front driving wheels on different tire deformations for a MFWD tractor. Transport, 2015; 32(1): 23-31.
[11] Chen D L, Zuo S L, Liang J L. Effect of counterweight on plowing traction performance of small wheeled tractor. Tractor & Farm Transporter, 1990;17(6): 39-71. (in Chinese)
[12] Ning P C, Su K, Wang M H, Cui G P, Li K, Cui Y J, Wang W. Design and test of electric tractor with battery position longitudinally adjustable mechanism. Journal of Agricultural Mechanization Research, 2022; 44(3): 212-218. (in Chinese)
[13] Cermak M, Mitas S. Theoretical analysis of the forces and torques acting on a tractor during ploughing. J Terramechanics, 2021; 96: 23-27.
[14] Zhao H C, Zhou S B, Chen W, Miao Z Q, Liu Y H. Modeling and motion control of industrial tractor-trailers vehicles using force compensation. IEEE/ASME T Mech, 2021; 26(2): 645-656.
[15] Yang Q Z, Huang G L, Shi X Y, He M S, Ahmad I, Zhao X Q, et al. Design of a control system for a mini-automatic transplanting machine of plug seeding. Comput. Electron. Agric., 2020; 169: 105226.
[16] Wu Z B, Xie B, Li Z, Chi R J, Ren Z Y, Du Y F, et al. Modelling and verification of driving torque management for elevtric tractor: Dual-mode driving intention interpretation with torque demand restriction. Biosyst Eng, 2019; 182: 65-83.
[17] Vidas D. Influence of adjustable front ballast on tractor axles balance. 19th International Scientific Conference Engineering for Rural Development, 2020. Yorgawa, Latvia, 2020; 19: 672-678.
[18] Pranav P K, Pandey K P, Tewari V K. Digital wheel slipmeter for agricultural 2WD tractors. Comput. Electron. Agric, 2010; 73(2): 188-193.
[19] Liu M N, Zhou Z L, Xu L Y, Zhao J H, Meng T. Electric tractor energy system and management strategy research based on load power spectral density. Transactions of the CSAM, 2018; 49(2): 358-366. (in Chinese)
[20] Xu L Y, Zhao Y R, Zhao X P, Liu M N, Ni Q. Design and test of multifunctional test system for electric tractor. Transactions of the CSAM, 2020; 51(1): 355-363. (in Chinese)
[21] Horton D N L, Crolla D A. The handling behavior of off-road vehicles. Int. J. of Vehicle Design, 1984; 5(1-2): 197-218.
[22] Zhu Z, Gao X, Zhu Y, Pan D Y. Experimental analysis of tractor slip ratio. Journal of Machine Design, 2016;33(8): 62-66. (in Chinese)
[23] Kumar A A, Tewari V K, Nare B, Chetan C R, Srivastava P, Kumar S P. Embedded digital drive wheel torque indicator for agricultural 2WD tractors. Comput. Electron. Agric., 2017; 139: 91-102.
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Published
2023-12-29
How to Cite
Wang, M., Ning, P., Su, K., Yoshinori, G., Wang, W., Cui, Y., & Cui, G. (2023). Slip-draft embedded control system by adaptively adjusting the battery position for electric tractors. International Journal of Agricultural and Biological Engineering, 16(5), 155–164. Retrieved from https://ijabe.migration.pkpps03.publicknowledgeproject.org/index.php/ijabe/article/view/7280
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Information Technology, Sensors and Control Systems
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