DEM simulation of stress transmission under agricultural traffic Part 2: Shear stress at the tyre-soil interface
Introduction
The traffic of machinery on a field is usually related to operations with high draught requirements, such as tillage or the towing of heavy trailers (Arvidsson et al., 2004, Håkansson, 2005). The strong drawbar pull force that is associated with these activities causes horizontal stress on the soil, in addition to the vertical load of the machines. This can result in substantial additional damage to the soil, and needs to be considered in the risk assessment of soil compaction (Soane et al., 1980, Håkansson et al., 1988, Alakukku et al., 2003).
Davies et al. (1973) and Raghavan et al., 1977, Raghavan et al., 1978 reported an increase in soil compaction at higher traction or wheel slip. More recently Battiato et al. (2015) found a significant decrease in topsoil saturated hydraulic conductivity when trafficking at higher slip rates. Pulido-Moncada et al. (2019) compared the soil impacts of a high-wheel load, self-propelled machine and a tractor-trailer system, and speculated that traction-induced shear failure is one of the reasons for the observed intenser soil compaction by the tractor-trailer system. Although the damage of soil structure due to shear stress is repeatedly documented (Berisso et al., 2013, Schjønning et al., 2013), the effect of traction and soil slip still forms a blind spot in many soil compaction risk assessment studies.
On the other hand, shear stress at the tyre-soil interface has been studied intensively in a terramechanical context. Terramechanics is ‘the study of the overall performance of a machine in relation to its operating environment - the terrain’ (Muro and O’Brien, 2006, Wong, 2009). In contrast to soil physics and soil mechanics, the main focus of terramechanics is thus the traction that a wheel will generate under certain circumstances, rather than the stress it causes in the soil profile. Theories have been developed for the stress distribution at the wheel-tyre interface for driven and towed rigid wheels (Wong and Reece, 1967a, Wong and Reece, 1967b), as well as deformable wheels (Karafiath and Nowatzki, 1978, Shmulevich and Osetinsky, 2003, Senatore and Sandu, 2011). The analytical predictions of traction and stress distribution have been validated with soil-bin and field experiments (e.g. Onafeko and Reece, 1967, Battiato and Diserens, 2017) and stress measurements at the tyre-soil interface (e.g. Krick, 1969, Senatore and Iagnemma, 2014, Higa et al., 2015).
Yet, these insights are rarely included in the modelling of soil compaction. SOCOMO and SoilFlex include a shear stress boundary condition (van den Akker, 2004, Keller et al., 2007), but this has not been validated. One of the few studies that validate the analytical simulation of soil compaction with both horizontal and vertical stresses is by Wulfsohn and Upadhyaya (1992). A 3D model to simulate the interface between the soil and tyre allowed an accurate prediction of traction, but the validation of soil compaction was inconclusive since the stress state was not measured and the change in measured bulk density due to wheeling was not significant.
Numerical methods, such as finite element method (FEM) or discrete element method (DEM) also allow to simulate the performance of a flexible wheel on a deformable soil (Asaf et al., 2006, Smith et al., 2014, Zhao and Zang, 2014, Nishiyama et al., 2016). FEM is a widely accepted technique to simulate soil compaction (Perumpral et al., 1971, Defossez and Richard, 2002, Keller et al., 2013, Nawaz et al., 2013). Still, in most soil compaction simulations, the boundary condition either is a vertical load (Defossez and Richard, 2002), or a wheel without realistic slip or traction (Fervers, 2004, Xia, 2011, Moslem and Hossein, 2014, Cueto et al., 2016, Silva et al., 2018). Raper et al. (1995) used the radial normal stress at the wheel-soil interface as boundary condition in the FEM simulation of stress transmission, but acknowledged that the missing tangential component could be one of the reasons for the underestimated stress in the validation. Abu-Hamdeh and Reeder (2003) found a good agreement between measured and simulated soil stress with FEM, but faced difficulties to validate the model at higher traction due to movement of the stress transducers.
In a concurrent study, the stress transmission under a tractor-trailer setup was simulated with a pseudo-analytical continuum model (Söhne (1953); hereafter referred to as the Söhne model) and a DEM model (De Pue and Cornelis, 2019). The DEM model was designed in such a manner that the tractor wheels were actively rotating and towing the (passive) trailer wheels, thus simulating realistic traction and drawbar pull forces. Whilst a good agreement was found between the Söhne and DEM simulations for vertical stress under the trailer wheels, the Söhne model simulated lower stress for the tractor wheels. These simulations were compared to measurements of vertical stress (σz) in the soil profile during a field experiment (De Pue et al., 2019b). The evaluation indicated that both models performed similar, but a consistently higher underestimation was found in the Söhne simulations of σz under the (rear) tractor wheels.
Advanced numerical models provide fundamental insight in the stress propagation under a wheel, and can be used to improve simplified models. This approach was used in this study to evaluate three existing methods to include traction-induced horizontal stress in the boundary condition of the Söhne model. The resulting simulations of horizontal and vertical normal stress were compared to a DEM simulation of a wheel with traction. Additionally, the tyre/soil interface stress from the DEM simulation was used as a boundary condition in the Söhne model. The objective of this study is to evaluate 1) the influence of the different horizontal stress boundary conditions in Söhne and 2) differences in traction-induced stress transmission between the models.
Section snippets
Model scenarios
The models were designed after the case study by Lamandé and Schjønning (2018) and consist of a tractor towing a slurry spreader. They are similar to the models used in two concurrent papers which provide an in-depth comparison with the continuum model, and a validation with vertical stress measurements in a field experiment (De Pue and Cornelis, 2019, De Pue et al., 2019b). Since the effect of traction is most pronounced for the rear tractor wheel, the focus of this study was on this wheel.
Boundary conditions
The resulting σwz boundary conditions for the Söhne model are shown in Fig. 2. The maximal σwz according to the FRIDA model was 567 kPa. This corresponds fairly well with the simulated σwz with the Wong-Reece model: 469 kPa. The maximal σwz in the DEM_BC was slightly smaller 424 kPa, and the footprint seems larger. This can be attributed to the attenuation and dispersion of the stress at 7 cm depth, and the coarse resolution of the model. It is notable that the Wong-Reece model results in an
Conclusion
The importance of traction on soil compaction has been highlighted by multiple authors. However, it remains unclear how to incorporate this effect accurately in e.g. the Söhne model. In this study, σy and σz induced by the rear wheel of a tractor was simulated with three different boundary conditions for the horizontal stress at the tyre-soil interface. These simulations were compared to a DEM simulation of the same scenario. The models were designed to match the footprint area and tractive
Acknowledgements
The authors wish to express their appreciation to Elisabeth Leue for her slick illustrations. This work stands on the shoulders of the many who offer free, open source knowledge and tools. The authors gratefully acknowledge the work of all collaborators who developed YADE and maintain it to be a easily accessible model, and the people of HPC-UGent for their technical support. Lastly, we thank Sci-hub for making scientific knowledge available to everyone.
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2022, Soil and Tillage ResearchCitation Excerpt :A linear cohesive-frictional contact law was applied in the DEM model (Šmilauer and Chareyre, 2010). The results showed an overall agreement between the vertical stresses simulated by the DEM model and calculated using the Söhne model except for an active traction wheel where slightly higher DEM-simulated soil stress was discussed to be attributed to shear stresses at soil-tire interface which affects the results of DEM simulations but not similarly the Söhne model calculations (De Pue et al., 2020a). Measurements of vertical stress under the wheels of a tractor-slurry spreader setup indicated that both Söhne and DEM models overestimated the measured stress in particular in shallow layers (De Pue et al., 2020b).
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2021, Soil and Tillage ResearchCitation Excerpt :A model evaluation by Kirby (1989) showed that shear damage may be found at depths of 1.5–2 times the tyre width in a profile of uniform strength, but can be reduced or even eliminated by lowering the tyre pressure. De Pue et al. (2020) highlight how currently used models underestimate or neglect the effect of traction. We urgently recommend more experimental studies to capture the stress distributions beneath wheels broadly, as it is of critical importance for an understanding of how soil deforms in order to potentially mitigate the effects of traffic on soil compaction.