[논문]Development and verification of an underground crop harvester simulation model for potato harvesting

Md. Abu Ayub Siddique; Hyeon-Ho Jeon; Seok-Pyo Moon; Sang-Hee Lee; Jang-Young Choi; Yong-Joo Kim

doi:10.7839/ksfc.2024.21.1.038

[국내논문] Development and verification of an underground crop harvester simulation model for potato harvesting

드라이브ㆍ컨트롤 = Journal of drive and control, v.21 no.1, 2024년, pp.38 - 45

Md. Abu Ayub Siddique (Department of Biosystems Machinery Engineering, Chungnam National University) , Hyeon-Ho Jeon (Department of Smart Agriculture Systems, Chungnam National University) , Seok-Pyo Moon (Department of Agricultural Engineering. National Academy of Agricultural Science, Rural Development Administration) , Sang-Hee Lee (Department of Agricultural Engineering. National Academy of Agricultural Science, Rural Development Administration) , Jang-Young Choi (Department of Electrical Engineering, Chungnam National University) , Yong-Joo Kim (Department of Biosystems Machinery Engineering, Chungnam National University)

Abstract ▼ AI-Helper

The power delivery is crucial to designing agricultural machinery. Therefore, the tractor-mounted potato harvester was used in this study to conduct the field experiment and analyze the power delivery for each step. This study was focused on an analysis of power delivery from the engine to the hydraulic components for the tractor-mounted harvester during potato harvesting. Finally, the simulation model of a self-propelled potato harvester was developed and validated using the experimental dataset of the tractor-mounted potato harvester. The power delivery analysis showed that approximately 90.22% of the engine power was used as traction power to drive the tractor-mounted harvester, and only 5.10% of the engine power was used for the entire hydraulic system of the tractor and operated the harvester. The statistical analysis of the simulation and experimental results showed that the coefficient of determinations (R2) ranged from 0.80 to 0.96, which indicates that the simulation model was performed with an accuracy of over 80%. The regression models were correlated linearly with the simulation and experimental results. Therefore, we believe that this study could contribute to the design methodology and performance test procedure of agricultural machinery. This basic study would be helpful in the design of a self-propelled potato harvester.

주제어

표/그림 (15)

표 Table 2 The specifications of the tractormounted harvester used in this study.
표 Table 1 The specifications of the tractor used in this study.
그림 Fig. 1 The tractor-mounted harvester: (A) Sensor installed, and (B) Experimental field
그림 Fig. 2 The power flow diagram of the tractor-mounted harvester
그림 Fig. 3 The simulation model of a tractormounted potato harvester
그림 Fig. 4 The power of each component of a tractor-mounted potato harvester
표 Table 3 Statistical analysis of powers for each step during potato harvesting.
그림 Fig. 5 The power delivery for each step of a tractor-mounted harvester.
그림 Fig. 6 The correlation between simulation and experimental traction powers.
그림 Fig. 7 The correlation between simulation and experimental hydraulic powers.
그림 Fig. 8 The correlation between simulation and experimental main pump powers.
그림 Fig. 9 The correlation between simulation and experimental sub-pump powers.
그림 Fig. 10 The correlation between simulation and experimental harvesting motor powers.
그림 Fig. 11 The correlation between simulation and experimental conveyor belt motor powers.
표 Table 4 The comparison between simulation and experimental results.

참고문헌 (16)

FAO (Food and Agriculture Organization of the United Nations). Crops and Livestock Products, 2022, Available online: https://www.fao.org/(accessed on 10 December 2023).？
KOSIS (Korea Statistical Information Service). Potatoes Production (Field), 2022, Available online: https://kosis.kr/ (accessed on 10 December 2023).？
S. H. Jang, S. P. Moon, Y. J. Kim, S. H. Lee, "Development of potato mass estimation system based on deep learning," Applied sciences, Vol. 13, No. 4, 2614, 2023. doi:10.3390/app13042614.？

상세보기
M. K. Choi, "An analysis for the changing trends of residential environment based on the change of residents in rural areas," J. Korean Inst. Rural. Archit., Vol. 14, No.3, pp. 9-16, 2012.？
M. A. A. Siddique, W. S. Kim, S. Y. Baek, Y. J. Kim, S. U. Park, C. H. Choi, Y. S. Choi, "Analysis of the axle load of a rice transplanter according to gear selection," Journal of Drive and Control, Vol. 17, No. 4, pp. 125-132, 2020, doi: 10.7839/ksfc.2020.17.4.125.？

원문보기 상세보기
A. N. Rabinowitz, "A look at production costs and implications for agriculture," 2022, Available online: https://www.aces.edu/blog/topics/farm-management/a-look-at-production-costs-and-implications-for-agriculture (accessed on 10 December 2023).？
W. S. Kim, Y. S. Kim, Y. J. Kim, "Development of prediction model for axle torque of agricultural tractors," Transactions of the ASABE, Vol. 63, pp. 1773-1786, 2020, doi: 10.13031/trans.14012.？

상세보기
J. Y. Liu, J. Q. Tan, E. R. Mao, Z. H. Song, Z. X. Zhu, "Proportional directional valve based automatic steering system for tractors," Front. Inf. Technol. Electron. Eng., Vol. 17, No. 5, pp. 458-464, 2016.？
Q. Zhang, "Hydraulic linear actuator velocity control using a feedforward-plus-PID control," Int. J. Flex. Autom. Integr. Manuf., Vol. 7, pp. 277-292, 1999.？

상세보기
M. A. A. Siddique, T. J. Kim, Y. J. Kim, "Technical trend of the power shift transmission (PST) of agricultural tractor," Journal of Drive and Control, Vol. 17, No. 3, pp. 68-75, 2020.？
V. Bulgakov, S. Pascuzzi, F. Santoro, A. S. Anifantis, "Mathematical model of the plane-parallel movement of the self-propelled root-harvesting machine," sustainability, Vol. 10, 3614, 2018. doi: 10.3390/su10103614.

상세보기
12.)Y. Zhang, Y. Yang, J. Zhang, L. Kong, W. Du, "Study on Optimal Power Shift Schedule of Self-propelled Combined Harvester," Journal of Physics: Conference Series, Vol. 1168, No. 2, 022102, 2019, doi: 10.1088/1742-6596/1168/2/022102.？

상세보기
Y. S. Kim, S. D. Lee, S. M. Baek, S. Y. Baek, H. H. Jeon, J. H. Lee, W. S. Kim, J. Y. Shim, Y. J. Kim, " Analysis of the Effect of Tillage Depth on the Working Performance of Tractor-Moldboard Plow System under Various Field Environments," Sensors, Vol., 22, No. 7, 108279, 2022, doi: 10.3390/s22072750.？

상세보기
Y. S. Kim, W. S. Kim, M. A. A. Siddique, S. Y. Baek, S. M. Baek, S. H. Cheon, S. D. Lee, K. H. Lee, D. H. Hong, S. U. Park, Y. J. Kim, "Power Transmission Efficiency Analysis of 42 kW Power Agricultural Tractor According to Tillage Depth during Moldboard Plowing," Agronomy, Vol. 10, No. 9, 1263, 2020, doi:10.3390/agronomy10091263.？

상세보기
W. S. Kim, Y. S. Kim, T. J. Kim, S. U. Park, Y. Choi, I. S. Choi, Y. K. Kim, Y. J. Kim, "Analysis of Power Requirement of 78 KW Class Agricultural Tractor According to the Major Field Operation," Transactions of the Korean Soc. of Mech. Eng. A, Vol. 43, pp. 911-922, 2019, doi:10.3795/KSMEA.2019.43.12.911.？
W. S. Kim, Y. J. Kim, S. M. Baek, S. Y. Baek, S. P. Moon, N. G. Lee, T. J. Kim, M. A. A. Siddique, H. H. Jeon, Y. S. Kim, "Effect of the cone index on the work load of the agricultural tractor," Journal of Drive and Control, Vol. 17, No. 2, pp. 9-18, 2020, doi: 10.7839/ksfc.2020.17.2.009.

원문보기 상세보기

내보내기 구분	파일저장 인쇄 메일전송
구성항목	기본정보 상세정보 관리번호, 논문명, 저널/프로시딩명, 저자 , 발행년, 권, 호, 시작페이지, 끝페이지, 발행기관 관리번호, 논문명, 대등논문명, 저자 , 저널/프로시딩명, 발행기관, 발행년, 발행언어, 권, 호, 시작페이지, 끝페이지, ISBN, ISSN, 주제분야, 키워드, 초록(한글), 초록(영문), 저자(소속기관)
저장형식	Text(ASCII format) Excel format RefWorks Direct Export RIS format (for Reference Manager, ProCite, EndNote), Scholar's Aids, Mendeley
메일정보	받는사람 (필수) @ 보내는사람 (선택) @ 제목 내용 KISTI 검색결과 이메일 서비스
안내	총 건의 자료가 검색되었습니다. 다운받으실 자료의 인덱스를 입력하세요. (1-10,000) 검색결과의 순서대로 최대 10,000건 까지 다운로드가 가능합니다. 데이타가 많을 경우 속도가 느려질 수 있습니다.(최대 2~3분 소요) 다운로드 파일은 UTF-8 형태로 저장됩니다. 파일의 내용이 제대로 보이지 않을실 때는 웹브라우저 상단의 보기 -> 인코딩 -> 자동선택 여부를 확인하십시오. ~ Text(ASCII format) Excel format

연합인증