Design and performance analysis of indoor calibration device for force-measuring system of the tractor three-point hitch

Dong Dai, Du Chen, Xu Mao, Yawei Zhang, Yawei Zhang, Yutong Li, Yutong Li, Shumao Wang, Shumao Wang, Bin Zhang, Bin Zhang

Abstract


The real-time monitoring of the load in farming by the sensor installed on the tractor's three-point hitch can effectively improve the farming efficiency and force-position combined control, reduce the compaction risk of the wheel on the soil and reduce the fuel consumption in farming process. However, the measurement and quantification of the loads on the three-point hitch have some problems remaining unresolved: testing the accuracy and reliability of a load measuring system is hard when the tractor works in a field, the mathematical model of spatial forces usually lacks a practical and effective validation, and the calibration process of the measurement system is inconvenient and incomplete while easily causing a low accuracy. Specifically, this paper builds a new spatial-force mathematical model based on the geometry of a three-point hitch. To eliminate the discrepancy of the geometric model with the actual structure and to refine the mathematical model, a calibration process is conducted by developing a calibration bench, which is equipped with a data acquisition system and a multi-parameter monitoring interface. The three-point hitch installed on this calibration bench is subject to steady-state loading. The loading force, angle of the lower drawbar, and three-component forces (three shaft pin sensors’ forces) of the three-point hitch are well measured. With applying for the measured data to calibrate the theoretical mathematic model eventually derives the resultant force from all the three-component forces, a dynamical loading bench was developed to test the calculated resultant force for the three-point hitch during the sinusoidal and randomly variant dynamical loadings tests. A hitch force measurement system is also developed to collect real-time data and calculate the resultant force of measured three-component forces through the calibrated mathematical model. The results of the dynamical loading tests show that the average relative error MRE=1.09% with an average force measurement time delay being Δt=0.5 s, the root mean square error RMSE=59.3 N, and the coefficient of determination R2=0.9903. As observed, the shape and the trend of the generated resultant force curve are basically the dynamical loading force. The dynamical loading test proves the high efficacy and reliability of the proposed indoor calibration method for calculating the load based on the three-component forces as measured on the three-point hitch. Besides, the preliminary study of the proposed method on the hitch load provides great potential to improve the indoor six-component measurement and quantification of both the force and momentum acting on the three-point hitch.
Keywords: tractor, three-point hitch, hitch force calibration bench, hitch force measurement system, dynamic loading verification method
DOI: 10.25165/j.ijabe.20231603.7455

Citation: Dai D, Chen D, Mao X, Zhang Y W, Li Y T, Wang S M, et al. Design and performance analysis of indoor calibration device for force-measuring system of the tractor three-point hitch. Int J Agric & Biol Eng, 2023; 16(3): 47–54.

Keywords


tractor, three-point hitch, hitch force calibration bench, hitch force measurement system, dynamic loading verification method

Full Text:

PDF

References


Xie B, Wu Z B, Mao E R. Development and prospect of key technologies on agricultural tractor. Transactions of the CSAM, 2018; 49(8): 1-17. (in Chinese)

Sunusi I I, Zhou J, Wang Z Z, Sun C Y, TayebIbrahim I E, Opiyo S, et al. Intelligent tractors: Review of online traction control process. Computers and Electronics in Agriculture, 2020; 170: 105176. doi: 10.1016/j.compag.2019.105176.

Bochtis D D, Sørensen C G C, Busato P. Advances in agricultural machinery management: A review. Biosystems Engineering, 2014; 126: 69-81.

Zhao Y S, Yang W M. Technological development of agricultural tractor. Transactions of the CSAM, 2010; 41(6): 42-48. (in Chinese)

Shao M X, Xin Z, Jiang Q B, Zhang Y A, Du Y F, Yang H F. Fuzzy PID control for lateral pose adjustment of tractor rear suspension. Transactions of the CSAE, 2019; 35(21): 34-42. (in Chinese)

Wang L, Wang Y, Dai D, Wang X, Wang S M. Review of electro-hydraulic hitch system control method of automated tractors. Int J Agric & Biol Eng, 2021; 14(3): 1–11. doi: 10.25165/j.ijabe.20211403.6175.

Dai D, Chen D, Zhang B, Wang L, Wang S M. Wireless data acquisition system for tractor field operation. Transactions of the CSAM, 2020; 51(S1): 568-575. (in Chinese)

Kolator B A. Modeling of tractor fuel consumption. Energies, 2021; 14(8): 2300. doi: 10.3390/en14082300.

Karkee M, Steward B L. Local and global sensitivity analysis of a tractor and single axle grain cart dynamic system model. Biosystems Engineering, 2010; 106(4): 352-366.

Wang Y X, Osman A N, Zhang D X, Yang L, Cui T, Zhong X J. Optimized design and field experiment of astaggered vibrating subsoiler for conservation tillage. Int J Agric & Biol Eng, 2019; 12(1): 59–65. doi: 10.25165/j.ijabe.20191201.4297.

Porteš P, Bauer F, Čupera J. Laboratory-experimental verification of calculation of force effects in tractor's three-point hitch acting on driving wheels. Soil & Tillage Research, 2013; 128: 81-90.

Bauer F, Porteš P, Slimařík D, Čupera J, Fajman M. Observation of load transfer from fully mounted plough to tractor wheels by analysis of three point hitch forces during ploughing. Soil and Tillage Research, 2017; 172: 69-78.

Čupera J, Bauer F, Severa L, Tatíek M. Analysis of force effects measured in the tractor three-point linkage. Research in Agricultural Engineering, 2011; 57(3): 79-87.

Bentaher H, Hamza E, Kantchev G, Maalej A, Arnold W. Three-point hitch-mechanism instrumentation for tillage power optimization. Biosystems Engineering, 2008; 100(1): 24-30.

Xu C L, Li L H, Zhao D Y, Li X J, Li M J, Zhang W. Field real-time testing system for measuring work dynamic parameters of suspension agricultural implement. Transactions of the CSAM, 2013; 44(4): 83-88. (in Chinese)

Keen A, Gholkar M D, Ward J, Salokhe V, Soni P. Force measurement between a tractor and a three point linkage mounted cultivation implement. International Agricultural Engineering Conference, Bangkok, Thailand, 2009; pp.7-10.

Mitrovic N, Milosevic M, Mladenovic G. Measurement of the stress state in the lower link of the three-point hitch mechanism. Switzerland: Springer International Publishing AG, 2018; pp.112-121.

Roca J, Comellas M, Pijuan J, Nogués M. Development of an easily adaptable three-point hitch dynamometer for agricultural tractors. Analysis of the disruptive effects on the measurements. Soil and Tillage Research, 2019; 194: 104323. doi: 10.1016/j.still.2019.104323.

Chen W, Yuan D, Chen X B, Ding Y, Xia M, Yao K H. Design and experiment on tractor traction test equipment with high decoupling performance. International Agricultural Engineering Journal, 2020; 29(4): 147–156.

Kheiralla A F, Yahya A, Bardae M Z, Wan I W. Design and development of a three-point auto hitch dynamometer for an agricultural tractor. ASEAN Journal on Science & Technology for Development, 2017; 20(3-4): 271-288.

Askari M, Komarizade M H, Nikbakht A M, Nobakht N, Teimourlou R F. A novel three-point hitch dynamometer to measure the draft requirement of mounted implements. Research in Agricultural Engineering, 2011; 57(4): 128-136.

Yao F, Ma B S, Li K, Zhang X C, Li L M, Cong Q. Performance evaluation and test methods of agricultural tractors. Journal of Agricultural Mechanization Research, 2021; 43(6): 247-252. (in Chinese)

Wang Y, Wang L, Zong J H, Lu D X, Wang S M. Design and experiment of dynamic loading bench for tractor. Journal of Agricultural Science and Technology, 2022; 24(1): 91-97. (in Chinese)

Cong Q, Xu J, Ma B S, Zhang X C, Chen Y K. Design and test of tractor hydraulic suspension system testing device based on virtual simulation. Journal of Jilin University: Engineering and Technology Edition, 2021; 51(2): 754-760. (in Chinese)

Yao F. Design of hydraulic control system for tractor suspension lifting capacity test bench. Master dissertation. Jilin University, 2020; 84p. (in Chinese)

Zhang S. Study on slip rate control of heavy tractor for ploughing based on sliding mode variable structure control. PhD dissertation. China Agricultural University, 2018; 136p. (in Chinese)

Liu C Q, Hua B, Du Y F, Li Z, Zhu Z X, Mao E R. Dynamic pressure feedback correction method for tractor electro hydraulic hitch. Transactions of the CSAM, 2020; 51(S1): 535-541. (in Chinese)

Cheng J. Research on vibration characteristics and active vibration control of high-power wheeled tractor based on electrohydraulic hitch system. PhD dissertation. China Agricultural University, 2016; 135p. (in Chinese)

Sheng G C. Electric tractor electric elevator system design. Master dissertation. Nanjing Agricultural University, 2019; 78p. (in Chinese)

Xing L C. Wang Z Y, Liu K K. Research and analysis on lifting performance of tractor hitch mechanism. Tractor and Farm Transporter, 2017; 44(4): 14-17. (in Chinese)

Cheng J, Chi R J, Mao E R. Influence of hanging farm implement on vibration of tractor with electro-hydraulic hitch system. Transactions of the CSAE, 2015; 31(7): 24-32. (in Chinese)

Huang Q W, Ying B S. Multi-objective optimization design of three-point hitch mechanism for crawler tractors. Journal of Wuhan University of Science and Technology, 2015; 38(6): 455-458. (in Chinese)

Zhang C T, Tan Y, Wu G, Wang S M. Parameters measurement and control systems of agricultural equipment similarity based on various wireless transmission modes. Transactions of the CSAM, 2010; 41(Z1): 257-262. (in Chinese)

Guo Q H, Zhao D X, Zhao X L, Li Z X, Wu L Z, Shi X B. Internal model control in position control of active suspension electro-hydraulic servo actuator. Transactions of the CSAM, 2020; 51(12): 394-404. (in Chinese)




Copyright (c) 2023 International Journal of Agricultural and Biological Engineering

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

2023-2026 Copyright IJABE Editing and Publishing Office