Simulation model for the sequential in-field machinery operations in a potato production system

作者: K. Zhou , A. Leck Jensen , D.D. Bochtis , C.G. Sørensen

DOI: 10.1016/J.COMPAG.2015.06.018

关键词:

摘要: A simulation model for the sequential potato operations was developed and validated.The can be implemented as an operation management tool production.Errors in prediction of field efficiency capacity were less than 4.8%, 6.1%, respectively. In production multiple have to carried out during yearly production, each may its own set operational features, given by used machinery. An optimal planning one lead restrictions reduced later operations. Therefore, there is a need develop approach predicting optimizing overall performance all operations, selected required machines. The work processes with corresponding decisions involved described using IDEF modelling MATLAB? programming software. Experiments relevant farming (bed forming, stone separation, planting, spraying harvesting) monitored four experimental fields quantify input parameters validate model. predicted (the ratio time machine effectively working total committed whole operation) area processed per unit time) satisfactory precision fields. errors ranged from 0.46% 4.84% 0.72% 6.06%, addition, capability management-planning decision support on (e.g. driving direction, reloading position) machinery dimensioning tank/hopper size) demonstrated.

参考文章(25)
Christopher P. Menzel, Michael K. Painter, Thomas Blinn, Paula S. deWitte, Richard J. Mayer, Benjamin Perakath, Information Integration for Concurrent Engineering (IICE) IDEF3 Process Description Capture Method Report ,(1995)
Albertus van 't Ooster, Jan Bontsema, Eldert J. van Henten, Silke Hemming, GWorkS – A discrete event simulation model on crop handling processes in a mobile rose cultivation system Biosystems Engineering. ,vol. 112, pp. 108- 120 ,(2012) , 10.1016/J.BIOSYSTEMSENG.2012.03.004
Maitri Thakur, Charles R. Hurburgh, Framework for implementing traceability system in the bulk grain supply chain Journal of Food Engineering. ,vol. 95, pp. 617- 626 ,(2009) , 10.1016/J.JFOODENG.2009.06.028
D.D. Bochtis, C.G. Sørensen, R.N. Jørgensen, O. Green, Modelling of material handling operations using controlled traffic Biosystems Engineering. ,vol. 103, pp. 397- 408 ,(2009) , 10.1016/J.BIOSYSTEMSENG.2009.02.006
I.A. Hameed, D.D. Bochtis, C.G. Sørensen, S. Vougioukas, An object-oriented model for simulating agricultural in-field machinery activities Computers and Electronics in Agriculture. ,vol. 81, pp. 24- 32 ,(2012) , 10.1016/J.COMPAG.2011.11.003
K. Zhou, A. Leck Jensen, C.G. Sørensen, P. Busato, D.D. Bothtis, Agricultural operations planning in fields with multiple obstacle areas Computers and Electronics in Agriculture. ,vol. 109, pp. 12- 22 ,(2014) , 10.1016/J.COMPAG.2014.08.013
E.R. Benson, A.C. Hansen, J.F. Reid, B.L. Warman, M.A. Brand, Development of an in-field grain handling simulation in ARENA 2002 Chicago, IL July 28-31, 2002. pp. 1- ,(2002) , 10.13031/2013.11692
A. Kusiak, A. Zakarian, Reliability evaluation of process models IEEE Transactions on Components, Packaging, and Manufacturing Technology: Part A. ,vol. 19, pp. 268- 275 ,(1996) , 10.1109/95.506113
Alfredo de Toro, Carina Gunnarsson, Gunnar Lundin, Nils Jonsson, Cereal harvesting – strategies and costs under variable weather conditions Biosystems Engineering. ,vol. 111, pp. 429- 439 ,(2012) , 10.1016/J.BIOSYSTEMSENG.2012.01.010