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Development of a Simulation Model for an 80 kW-class Electric All-Wheel-Drive (AWD) Tractor using Agricultural Workload

농작업 부하 데이터를 활용한 80 kW급 전기구동 AWD 트랙터의 시뮬레이션 모델 개발

  • Baek, Seung Yun (Department of Biosystems Machinery Engineering, Chungnam National University) ;
  • Kim, Wan Soo (Department of Biosystems Machinery Engineering, Chungnam National University) ;
  • Kim, Yeon Soo (Department of Biosystems Machinery Engineering, Chungnam National University) ;
  • Kim, Yong Joo (Department of Biosystems Machinery Engineering, Chungnam National University) ;
  • Park, Cheol Gyu (Korea Institute of Industrial Technology) ;
  • An, Su Cheol (Soosan Heavy Industries) ;
  • Moon, Hee Chang (Department of Mechanical and System Design Engineering, Hongik University) ;
  • Kim, Bong Sang (Department of Autonomous Vehicle & Intelligent Robotics Program, Hongik University)
  • Received : 2019.10.16
  • Accepted : 2019.11.19
  • Published : 2020.03.01

Abstract

The aim of this study is to design a simulation model for an electric All-Wheel-Drive (AWD) tractor to evaluate the performance of the selected component and agricultural work ability. The electric AWD tractor consists of four motors independently for each drive wheel, and each motor is combined with an engine generator, a battery pack, and reducers. The torque data of a 78 kW-class tractor was measured during plow tillage and driving operation to develop a workload cycle. A simulation model was developed by using commercial software, Simulation X, and it used the workload as the simulation condition. As a result of simulation analysis, the drive system, including an electric motor and reducers, was able to cope with high load during plow tillage. The SOC (State of Charge) level was influenced by the output power of the motor, and it was maintained in the range of 50~80%. The fuel consumed by the engine was about 18.23 L during working on a total of 8 fields. The electric AWD tractor was able to perform agricultural work for about 7 hours. In the future study, the electric AWD tractor will be developed reflecting the simulation condition. Research on the comparison between the simulation model and the electric AWD tractor should be performed.

Keywords

References

  1. D. H. Lee et al., "Evaluation of Tractor Fuel Efficiency using Dynamometer and Baler Operation Cycle", Journal of the Faculty of Agriculture Kyushu University, Vol.61, No.1, pp.173-182, 2016. https://doi.org/10.5109/1564100
  2. D. H. Lee et al., "Development of a Parallel Hybrid Systems for Agricultural Tractors", Journal of the Faculty of Agriculture Kyushu University, Vol.62, No.1, pp.137-144, 2017. https://doi.org/10.5109/1800848
  3. J. W. Ko, G. S. Ko and Y. C. Park, "A Study on Battery Performance of a Motor Driven Local Transportation Vehicle", Journal of the Korean Society of Marine Engineering, Vol.36, No.4, pp.430-436, 2012. https://doi.org/10.5916/jkosme.2012.36.4.430
  4. W. Liu, H. He and Z. Wang, "A Comparison Study of Energy Management for A Plug-in Serial Hybrid Electric Vehicle", Energy Procedia, Vol.88, pp.854-859, 2016. https://doi.org/10.1016/j.egypro.2016.06.064
  5. J. K. Park, "Design of Parallel Hybrid Tractor and Evaluation of Charge/Discharge Performance", Master Thesis, Sungkyunkwan University, 2013.
  6. W. Zhao et al., "Energy transfer and utilization efficiency of regenerative braking with hybrid energy storage system", Journal of Power Sources, Vol.427, pp.174-183, 2019. https://doi.org/10.1016/j.jpowsour.2019.04.083
  7. B. S. Kim, "Slip detection and control algorithm to improve path tracking performance of four-wheel independently actuated vehicles", Master Thesis, Hongik University, 2019.
  8. H. W. Song, "A study on the improvement of energy efficiency and cornering stability performance for 4WD in-wheel electric vehicle", Master Thesis, Sungkyunkwan University, 2013.
  9. S. M. Kim, "Performance analysis and shifting map design for the development of four-wheel drive hybrid vehicles", Doctoral Dissertation, Seoul National University of Science and Technology, 2012.
  10. C. H. Song, "Development of Motor Control Algorithm of an All-Wheel Drive In-Wheel Electric Vehicle to Improve Ride Comfort", Master Thesis, Sungkyunkwan University, 2015.
  11. D. S. Jeon, "Study about Skid steer of independent 4 wheel drive vehicle", Master Thesis, Kookmin University, 2009.
  12. D. Zhang et al., "Co-simulation with AMESim and MATLAB for differential dynamic coupling of hybrid electric vehicle", Proceedings of 2009 IEEE Intelligent Vehicles Symposium, pp.761-765, 2009.
  13. J. Hong, S. Kim, and B. Min, "Drivability Development Based on CoSimulation of AMESim Vehicle Model and Simulink HCU Model for Parallel Hybrid Electric Vehicle", SAE Technical Paper 2009-01-0725, 2009.
  14. H. S. Hwang et al., "Torque control of engine clutch to improve the driving quality of hybrid electric vehicles", International Journal of Automotive Technology, Vol.12, pp.763-768, 2011. https://doi.org/10.1007/s12239-011-0088-7
  15. W. Li et al., "Hybrid Vehicle Power Transmission Modeling and Simulation with SimulationX", Proceedings of 2007 International Conference on Mechatronics and Automation, pp.1710-1717, 2007.
  16. W. S. Kim et al., "Work load analysis for determination of the reduction gear ratio for a 78 kW all wheel drive electric tractor design", Korean Journal of Agricultural Science, Vol.46, No.3, pp.613-627, 2019. https://doi.org/10.7744/KJOAS.20190047
  17. Y. S. Kim et al., "Analysis of the Load of a 105 hp Class Agricultural Tractor Based on the Tillage Depth Conditions During Plow Tillage", Proceedings of 2018 KSAM Autumn Conference, Vol.23, No.2, pp.139, 2018.
  18. J. L. Choi et al., "Analysis of battery lifetime characteristics with current peak value of boost converter", Journal of the Korean Society of Marine Engineering, Vol.41, No.7, pp.665-669, 2017. https://doi.org/10.5916/jkosme.2017.41.7.665
  19. E. Wikner and T. Thiringer, "Extending Battery Lifetime by Avoiding High SOC", Applied Sciences, Vol.8, No.10, 2018.
  20. S. H. Kim et al., "Battery loss analysis according to Li-ion Battery SOC", Proceedings of the KIIEE Annual Spring Conference 2017, pp.48, 2017.
  21. S. J. Lee et al., "Modeling and PID Control of an Electro-Hydraulic Servo System", Journal of Drive and Control, Vol.16, No.4, pp.16-22, 2019. https://doi.org/10.7839/KSFC.2019.16.4.016
  22. G. Kim et al., "Driving Performance Prediction for Low-floor Midsize bus Using Simulator", Journal of the Korean Society of Manufacturing Technology Engineers, Vol.24, No.5, pp.541-547, 2015. https://doi.org/10.7735/ksmte.2015.24.5.541
  23. H. G. Kim et al., "The Study for development of Seoul city Bus driving cycle", Proceedings of the Korean Society of Automotive Engineers 2010 Annual Conference and Exhibition, Vol.11, pp.934-939, 2010.
  24. H. M. Kang et al., "Study of energy management strategy considering various working modes of plug-in hybrid electric tractor", Transactions of KSME B, Vol.37, No.2, pp.181-186, 2013. https://doi.org/10.3795/KSME-B.2013.37.2.181
  25. J. Y. Kim and Y. I. Park, "Analysis of Agricultural Working Load Experiments for Reduction Gear Ratio Design of an Electric Tractor Powertrain", Transactions of KSAE, Vol.20, No.5, pp.138-144, 2012. https://doi.org/10.7467/KSAE.2012.20.5.138
  26. J. Y. Yun et al., "SOC-based Control Strategy of Battery Energy Storage System for Power System Frequency Regulation", Transactions of the Korean Institute of Electrical Engineers, Vol.63, No.5, pp.622-628, 2014. https://doi.org/10.5370/KIEE.2014.63.5.622
  27. K. Benabdelaziz and M. Maaroufi, "Battery dynamic energy model for use in electric vehicle simulation", International Journal of Hydrogen Energy, Vol.42, No.30, pp.19496-19503, 2017. https://doi.org/10.1016/j.ijhydene.2017.05.165
  28. K. H. Ryu, Tractor Engineering Principles, Munundang Publishing Co., Seoul, 2004.
  29. T. H. Eom and C. H. Lee, "Minimization of Shifting Shock of Tractor PST using SimulationX", Journal of Drive and Control, Vol.15, No.3, pp.36-42, 2018. https://doi.org/10.7839/KSFC.2018.15.3.036
  30. W. S. Kim et al., "Development of simulation model for fuel efficiency of agricultural tractor", Korean Journal of Agricultural Science, Vol.43, No.1, pp.116-126, 2016. https://doi.org/10.7744/kjoas.20160014
  31. W. S. Kim et al., "Effects of Soil Moisture Content on Tractive Performance of Tractor during Plow Tillage", Proceedings of 2019 KSAM Spring Conference, Vol.24, No.1, pp.453, 2019.
  32. W. S. Kim et al., "Load Analysis of 78 kW-Class Agricultural Tractor For Constructing Working Load Database During Major Field Operation", Proceedings of 2019 Spring Conference on Drive and Control, pp.225-226, 2019.
  33. D. H. Lee et al., "Study on the Driving Performance Evaluation of Unmanned Tractors Using Carsim", Proceedings of 2015 KSAM Autumn Conference, Vol.20, No.2, pp.345-346, 2015.
  34. Y. Ueka et al., "Study on the Development of the Electric Tractor: Specifications and Traveling and Tilling Performance of a Prototype Electric Tractor", Engineering in Agriculture, Environment and Food, Vol.6, No.4, pp.160-164, 2013. https://doi.org/10.1016/S1881-8366(13)80003-1
  35. E. U. Kang et al., "Development of Super-capacitor Battery Charger System based on Photovoltaic Module for Agricultural Electric Carriers", Journal of Biosystems Engineering, Vol.43, No.2, pp.94-102, 2018. https://doi.org/10.5307/JBE.2018.43.2.094
  36. M. A. A. Siddique et al., "Determination of PID coefficients for the ascending and descending system using proportional valve of a rice transplanter", Journal of Biosystems Engineering, Vol.43, No.4, pp.331-341, 2018. https://doi.org/10.5307/JBE.2018.43.4.331
  37. S. J. Hong et al., "Performance Evaluation of a Driving Power Transmission System for 50 kW Narrow Tractors", Journal of Biosystems Engineering, Vol.43, No.1, pp. 1-13, 2018. https://doi.org/10.5307/JBE.2018.43.1.001
  38. T. H. Eom and C. H. Lee, "Minimization of Shifting Shock of Tractor PST using SimulationX", Journal of Drive and Control, Vol.15, No.3, pp.36-42, 2018. https://doi.org/10.7839/KSFC.2018.15.3.036
  39. T. J. Kim et al., "Strength analysis of mechanical transmission using equivalent torque of plow tillage of an 82 kW-class tractor", Korean Journal of Agricultural Science, Vol.46, No.4, pp.723-735, 2019.
  40. W. S. Kim et al., "Evaluation of PTO Severeness for 78 kW-Class Tractor According to Disk Plow Tillage and Rotary Tillage", Journal of Drive and Control, Vol.16, No.4, pp.23-31, 2019. https://doi.org/10.7839/KSFC.2019.16.4.023
  41. Y. S. Kim et al., "Effect of tractor travelling speed on a tire slip", Korean Journal of Agricultural Science, Vol.45, No.1, pp.120-127, 2018. https://doi.org/10.7744/KJOAS.20180002

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