Aspects of expert system of engineering management of technical condition of grain harvesters

Denys Mozharivskyi, Liudmyla Titova, Oleksandr Nadtochiy, Petr Dasic
Abstract

Engineering management of the technical condition of combine harvesters is mainly entrusted to the combine operator or service team, for which the greatest difficulty is related to information and intellectual aspects, which determine the high requirements for operator qualification, to the level of technical diagnostic tools. The solution of manually littlestudied and complex problems of technical diagnostics of combine harvesters encounters natural difficulties associated with the need for heuristic processing of large amounts of information and logical analysis of complex interconnected processes. The value of these factors is exacerbated by the rapidity of the harvesting process, the high risk of erroneous or delayed assessment of the technical condition of the combine, which leads to significant crop losses and does not allow to obtain a possible effect. Thus, ensuring high quality maintenance of the combine harvester largely depends on the professional competence of staff, which is a deep knowledge of the design of the machine and its subsystems: mechanical systems, hydraulics, electrical equipment

Keywords

aspect, engineering, management, diagnosing, combine

Suggested citation
Mozharivskyi, D., Titova, L., Nadtochiy, O., & Dasic, P. (2022). Aspects of expert system of engineering management of technical condition of grain harvesters. Machinery & Energetics, 13(1), 60-66. https://doi.org/10.31548/machenergy.13(1).2022.60-66
References

[1] Beier, G., Ullrich, A., Niehoff, S., Reibig, M., & Habich, M. (2020). Industry 4.0: How it is defined from a sociotechnical perspective and how much sustainability it includes – A literature review. Journal of Cleaner Production, 259, article number 120856. doi: 10.1016/j.jclepro.2020.120856.

[2] Dubbini, M., Pezzuolo, A., De Giglio, M., Gattelli, M., Curzio, L., Covi, D., Yezekyan, T., & Marinello, F. (2017). Last generation instrument for agriculture multispectral data collectionCIGR Journal, 19, 158-163.

[3] Bevly, D.M., Gerdes, J.C, & Parkinson, B.W. (2002). A new yaw dynamic model for improved high speed control of a farm tractor. Journal of Dynamic Systems, Measurement, and Control, 124(4), 659-667. doi: 10.1115/1.1515329.

[4] Nazarenko, I., Mishchuk, Y., Mishchuk, D., Ruchynskyi, M., Rogovskii, I., Mikhailova, L., Titova, L., Berezovyi, M., & Shatrov, R. (2021). Determiantion of energy characteristics of material destruction in the crushing chamber of the vibration crusher. Eastern-European Journal of Enterprise Technologies, 4(7(112), 41-49. doi: 10.15587/1729-4061.2021.239292.

[5] Aldoshin, N., & Didmanidze, O. (2018). Harvesting lupines albus axial rotory combine harvesters. Research in Agricultural Engineering, 64(4), 209-214. doi:10.17221/107/2017-RAE.

[6] Brown, R., & Richards, A. (2018). Engineering principles of agricultural machinery. ASABE, 84(2), 1120-1132.

[7] Chen, S., Zhou, Y., Tang, Z., & Lu, S. (2020). Modal vibration response of rice combine harvester frame under multi-source excitation. Biosystems Engineering, 194, 177-195. doi: 10.1016/j.biosystemseng.2020.04.002.

[8] Awasthi, S., Sarsaiya, S., Awasthi, M., Liu, T., Zhao, J., Kumar, S., & Zhang, Z. (2020). Changes in global trends in food waste: Research challenges and opportunities. Bioresource Technology, 299, 428-438. doi: 10.1016/j.biortech.2019.122555.

[9] Golovkov, A., Moskovskiy, M., & Khamuev, V. (2019). Justification of the type of combine harvester for farms. E3S Web of Conferences, 126(2), article number 00029. doi: 10.1051/e3sconf/201912600029.

[10] Azizi, S., Sanaye-Pasand, M., & Paolone, M. (2019). A modified formula for distance relaying of tapped transmission lines with grounded neutrals. IEEE Trans on Power Delivery, 34(2), 690-699. doi: 10.1109/TPWRD.2018.2884939.

[11] Ebrahimi, R., Esfahanian, M., & Ziaei-Rad, S. (2013). Vibration modeling and modification of cutting platform in a harvest combine by means of operational modal analysis. Measurement, 4(6(10), 3959-3967. doi: 10.1016/j.measurement.2013.07.037

[12] Kuzmich, I.M., Rogovskii, I.L., Titova, L.L., & Nadtochiy, O.V. (2021). Research of passage capacity of combine harvesters depending on agrobiological state of bread mass. IOP Conference Series: Earth and Environmental Science, 677, article number 052002. doi: 10.1088/1755-1315/677/5/052002.

[13] Guerrero, J.W., Toscano, A., Pacheco, L.V., & Tovar, J. (2018). Analysis of the energetic and productive effects derived by the installation of a conveyor belt in the metal-mechanic industryInternational Journal of Energy Economics and Policy, 8(6), 196-201.

[14] Isaac, N., Quick, G., Birrell, S., Edwards, W., & Coers, B. (2006). Combine harvester econometric model with forward speed optimizationApplied Engineering in Agriculture, 22, 25-31.

[15] Matindi, R., Masoud, M., Hobson, P., Kent, G., & Liu, S. (2018). Harvesting and transport operations to optimise biomass supply chain and industrial biorefinery processes. International Journal of Industrial Engineering Computations, 9(3), 265-288. doi: 10.5267/j.ijiec.2017.9.001.

[16] Rogovskii, I.L., Titova, L.L., Gumenyuk, Yu.O., & Nadtochiy, O.V. (2021). Technological effectiveness of formation of planting furrow by working body of passive type of orchard planting machine. IOP Conference Series: Earth and Environmental Science, 839, article number 052055. doi: 10.1088/1755-1315/839/5/052055.

[17] Šotnar, M., Pospíšil, J., Mareček, J., Dokukilová, T., & Novotný, V. (2018). Influence of the combine harvester parameter settings on harvest losses. Acta Technologica Agriculturae, 3, 105-108. doi: 10.2478/ata-2018-0019.

[18] Xidias, E.K. (2018). Time-optimal trajectory planning for hyper-redundant manipulators in 3D workspaces. Robotics and Computer-Integrated Manufacturing, 50, 286-298. doi: 10.1016/j.rcim.2017.10.005.

[19] Miu, V. (2016). Combine harvesters: Theory, modeling and design. Boca Raton: CRC Press Taylor and Francis.

[20] Szpica, D. (2019). New Leiderman–Khlystov coefficients for estimating engine full load characteristics and performance. Chinese Journal of Mechanical Engineering, 32(1), 94-107. doi: 10.1186/s10033-019-0417-8.

[21] Yezekyan, T., Marinello, F., Armentano, G., Trestini, S., & Sartori, L. (2020). Modelling of harvesting machines’ technical parameters and prices. Agriculture, 10(6), 194-204. doi: 10.3390/agriculture10060194.

[22] Rogovskii, I.L., Titova, L.L., Voinash, S.A., Troyanovskaya, I.P., & Sokolova, V.A. (2021). Change of technical condition and productivity of grain harvesters depending on term of operation. IOP Conference Series: Earth and Environmental Science, 720, article number 012110. doi: 10.1088/1755-1315/720/1/012110.

[23] Yata, V.K., Tiwari, B.C., & Ahmad, I. (2018). Nanoscience in food and agriculture: Research, industries and patents. Environmental Chemistry Letters, 16, 79-84. doi: 10.1007/s10311-017-0666-7.

[24] Xu, L., Chai, X., Gao, Z., Li, Y., & Wang, Y. (2019). Experimental study on driver seat vibration characteristics of crawler-type combine harvester. International Journal of Agricultural and Biological Engineering, 12(2), 90-97. doi: 10.25165/j.ijabe.20191202.3657.

[25] Toledo, M., Siles, J., Gutiérrez, M., & Martín, M. (2018). Monitoring of the composting process of different agroindustrial waste: Influence of the operational variables on the odorous impact. Waste Management, 76, 266-274. doi: 10.1016/j.wasman.2018.03.042.

[26] Zhang, X. (2018). Vibration control method for a crawler-type combine harvester. Emirates Journal of Food and Agriculture, 30, 873-882. doi: 10.9755/ejfa.2018.v30.i10.1831.