1. Introduction
Soil tillage is the mechanical manipulation of the soil for different specific purposes and is one of the most important technological operations in agriculture. Studies around the world have shown that returning straw to the soil can significantly reduce greenhouse gas emissions, increase soil organic matter content, increase soil enzyme activity, improve soil aggregate structure, and increase crop yields [
1]. Straw incorporation is the major practice of returning straw in a rice–rape cropping system in the middle and lower reaches of the Yangtze River [
2].
The rotary tiller as an active tillage tool can be used to incorporate a range of surface applied materials into the soil and is widely used in the above region in China. The performance of a rotary tiller is affected by several geometrical and operational parameters such as the shape of blade, the working speed, and the rotary speed. The effects of rotary blade shape, rotational direction, number of rotary blades around the periphery, with and without soil-cutting disc blades on soil break up and torque requirements were investigated [
3]. The computer graphics method was used to modify and develop rotary tiller blades [
4]. It was observed that the blade required major rectification in its surface for the selected range of rotary speed, forward speed, and orientations. It was reported that the power consumption of a handheld tiller essentially depends on the geometric parameters of rotary blades from a theoretical point of view [
5]. Several studies investigated the effects of rotary blade geometry, operating speed, and cutting-edge geometry on the soil cutting and throwing process, torque and energy requirements, and furrow parameters in strip-tillage [
6,
7,
8]. A full-scale rotary blade was tested in the field to investigate its mixing ability [
9]. Soil cutting process was simulated by SPH and the Taguchi method to optimize the rotary blade. The bending point, alpha angle, and bending angle were considered as control factors, and power consumption was the evaluation index [
10].
Several combined tillage implements combined multiple tillage tools, including active and passive or passive and passive tillage tool, gained popularity due to the reduced number of field trips and lower costs without sacrificing the quality of work. The rotary tiller is a popular tool of combined tillage implement, taking advantage of the forward thrust to help reduce draft. It was reported that taking advantage of negative draft of the active implement supplies a portion of the draft requirements of passive machine in a combined tillage tool [
11]. The study revealed combining active and passive tillage elements leads to several benefits include the improvement of overall efficiency of the combined machine, stabilization of the working depth of the machine. A series of soil bin investigations on a laboratory prototype front active and rear passive set configuration of combined offset disc harrow (CODH) was conducted [
12]. The CODH unites the benefits of powered discs and combination tillage with the aim to achieve timeliness in sowing, better crop residue handling with reduced tillage passes in rice-wheat cropping system, and improved engine power utilization of a tractor. The study revealed promising results with respect to significant reduction in draught force and superior tillage quality in terms of reduction in cone index of the tilled soil compared to the conventional free-rolling mode of offset disc harrow. The effect of velocity ratio on the performance of a combined offset disc harrow was investigated [
13]. It indicated that increase in velocity ratio from 1.48 to 3.49 helped to reduce both draught and torque requirement, and those with negligible reduction observed when velocity ratio was increased beyond 3.49. A combined tillage implement consisting of two subsoiler shanks and a rotary harrow with four rotors was investigated in clay soil [
14]. This implement reduced the draught of subsoiling by 4.4%–11.3% and required 10.5%–15.3% lower overall power compared to the combined power required by the subsoiler and rotary harrow working separately. A combined tillage implement of a subsoiler and a rotary harrow with two joints for two types of actual field conditions was developed to investigate tillage energy utilization and soil clod size [
15]. The straw spatial distribution after straw incorporation by three types of tillage tools in rice stubble fields was compared [
1]. The investigation revealed that the performance of SSR (combined tillage implement with subsoiling and special rotary blade) was more desirable than that of TR (traditional rotary blade) and SR (special rotary blade).
Discrete Element Method (DEM) was a promising method for soil-tool interaction studies and has been used in many tillage applications [
16]. The full-scale rotary spader was tested using DEM and in the field, and proved that DEM can be used to model soil-rotary spader interaction to analyze different operation conditions [
9]. The interaction between the soil and a moldboard plough was modelled by DEM, and the comparison with experimental test and analytical method proved that DEM has the potential to predict soil-moldboard plough interaction with a reasonable accuracy [
17].
Since there are few studies on the combined tillage implement with plough and rotary tiller, the objective of this work was to evaluate the performance of a combined tillage implement on straw incorporation and power consumption in rice field compared with traditional tillage types. The performance indicators such as the ratio of straw coverage, stability coefficient of tillage depth and CV of surface evenness after tillage, and the force and power requirement were measured. The effect of operational parameters on the power consumption were analyzed by DEM simulation.
2. Materials and Methods
2.1. Description of the Test Site
Field experiments were conducted at the modern agricultural science and technology test base of Huazhong Agricultural University, Wuhan, Hubei province. The test site was a rice stubble field where there were amounts of anchored straw in the field. The straw stubble almost evenly covered the field. The soil type was silty clay loam (31 ± 2% clay, 63 ± 4% silt, and 6 ± 2% sand).
The physical properties of the soil and straw residue were measured before the experiment. The load of the straw per unit was the weight of straw in a 1 m square frame in the field. The height of the straw is defined as the length of the straw that stood upright in the field after harvest. It was determined by the average of 10 samples collected randomly obtained in the field. In our field, the load of the straw per unit was 1373.2 g/m2, and the height of the straw was 461 mm.
All of the initial parameters of the soil were sampled by a five-point sampling method in the field. The soil cone index of the 0–100 mm and 100–200 mm layers was measured by cone penetrometer of TJSD-750 with 3 times for each test point and layer. The average value was taken as the soil cone index of that layer. The soil bulk density and moisture content were measured within depth 0–150 mm that was the main tillage depth. The original weight and the dried weight of the soil samples was measured to calculate the bulk density and the moisture content. The tested soil properties were listed in
Table 1.
2.2. Tillage Tools and Operating Methods
In order to evaluate the performance of the combined tillage implement, several tillage types were compared in this work. These tillage types included a sole single-side plough (SP), a sole double-side plough (DP), a sole rotary tiller (RT), a two-pass tillage operation using a single-side plough followed by a rotary tiller (SP+RT), a two-pass tillage operation using a double-side plough followed by a rotary tiller (DP+RT), combined tillage implement with single-side plough and rotary tiller (CTSR), and combined tillage implement with double-side plough and rotary tiller (CTDR). In two-pass tillage type, there were two trips for tillage, and the soil was tilled by plough and rotary tiller successively.
Seven tillage types mentioned above were consisted of three tillage tools including single-side plough, double-side plough and rotary tiller as shown in
Figure 1a–c. The key parameters of the single-side plough and double-side plough were their guide curves that consisted of curve height
h, openness
L, cutting edge
ε, tangent angle
ω, and starting segment
s. The guide curve of the single-side plough and the double-side plough were shown in
Figure 1d,e, respectively. The furrow width of the single-side plough and the double-side plough were 500 mm and 800 mm.
The rotary tiller consisted of blade shaft, rotary blade, spiral horizontal blade, machete, and cutter head. In the operation, the front rotary blades crush the soil and break the stubble, and the subsequent spiral horizontal blades press the straw to bury it. Finally, the straw is crushed and buried in the plough layer under the common kneading and stirring action of the rotary tiller and the spiral horizontal blades. The straw left on the surface is covered by the soil that thrown by the rotary tiller, and finally realize the operation of returning straw to the field. The working width of the whole blade roller was 2 m. The turning radius of the rotary tiller was 245 mm, and the turning radius of the spiral horizontal blade was slightly less than that of the rotary tiller, which was 210 mm. The detail working principle of the rotary tiller has been introduced in our previous study [
1].
In the field experiment, one or two tillage tools were installed on the field experiment structure designed by our team, and the combined tillage implement for CTSR was shown in
Figure 2. There were three ploughs at the front of the rotary tiller. The distance between ploughs was about 582 mm, and the distance between plough and rotary tiller was about 425 mm. For CTDR, the single-side plough was instead by the double-side plough. For SP, DP and RT, the corresponding plough or the rotary tiller was disassembled. The field experiment structure also included some other accessories such as furrow opener, weed cutter, depth roller, etc. The weight of the plough and the rotary tiller were 300 kg and 650 kg, respectively.
2.3. Eexperiment Design and Instrumentation
In order to compare the performance of different tillage types, the same operational parameters were set. Considering the field condition, the forward speed of the tractor was 0.43 m/s, while the rotary speed of the rotary tiller was 300 rpm. The tillage depth of the plough and rotary tiller was 180 mm to 220 mm and 140 mm to 180 mm, respectively. Draft power and rotary power were calculated by draught sensors and a torque sensor. The draught sensor was BK-5 with sensitivity of 1.5–2 mV/V and measuring range of 10 t. The torque sensor was CKY-810 with measuring range of 500 Nm and accuracy of ±0.5% FS. The data from the sensors was transmitted by its built-in wireless transmitter to the laptop computer.
In the field experiment, the tillage process of each tillage type (RT, SP+RT, DP+RT, CTSR, and CTDR) repeated 3 times. A total of 15 rice field plots were used in the field experiment. The width of each plot was 3 m to accommodate one pass of the field experiment structure. The length of each plot was 40 m, and the test length was 20 m located in the middle of the plot, as there were buffer areas at two ends of the plot for tractor acceleration and U-turn. A 70-kW tractor (LX954, YTO Agricultural Machinery Co., Ltd., Luoyang, China) was used as a traction tool for tillage.
2.4. Performance Characterization
2.4.1. Force and Power Requirement
The instrument system was set to measure the draft and vertical force, PTO torque, and PTO rotary speed. The draft power, the PTO power, and the total power were calculated by:
where
Ptotal is the total power (kW),
Pd and
Pr are the draft power (kW) and the rotary power (kW), respectively.
Fd is the draft force (kN) from the draught sensors, and
v is the forward speed of the tillage implement (m/s).
nr is the PTO rotary speed (rpm), and
Mr is the PTO torque (Nm) from the torque sensor. In this work, the rotary power was considered to be equal to the PTO power.
2.4.2. Ratio of Straw Coverage
The ratio of straw coverage was one of the most important performance indicators for a straw incorporation implement. The method for the ratio of straw coverage was followed Chinese national standard GB/T5668-2008. It was calculated according to the mass of the straw placed on the field surface pre- and after tillage. The mass of the straw on the field surface pre-tillage measured in
Section 2.1. After tillage, a 1 m square frame was centered within the path of the tillage implement to obtain the straw placed on the field surface. The ratio of straw coverage was calculated by
where
Rc is the ratio of straw coverage.
mo and
mt are the mass of the straw per unit placed on the field surface before and after tillage (kg), respectively.
2.4.3. Stability Coefficient of Tillage Depth
The stability coefficient of tillage depth represented the stability of the tillage depth, and it was given as follows:
where
SDd was the standard deviation of the tillage depth, and
CVd was the variation coefficient of the tillage depth.
Sd was the stability coefficient of the tillage depth, and
di was the tillage depth measured at plot
i.
was the average tillage depth for a tillage type, and it was defined as
where
n was the number of measurement plot of tillage depth for each tillage type. The tillage depth was measured at right and left side of tillage tool every 2 m along the forward direction. It meant that there were 20 data for each trip and 60 data for each tillage type.
2.4.4. CV of Surface Evenness after Tillage
CV of surface evenness after tillage was the deviation of the surface evenness after tillage, and it can be calculated by
where
CVse was the variable coefficient of the surface evenness after tillage, and
ns was the number of measurement plot of surface evenness after tillage for each tillage type.
hi was the height of the surface soil measured at plot
i, and
was the average of the height of the surface soil. The height of the surface soil was measured within tillage width, and there were 10 measurement plots for each tillage width sample. A total of 3 tillage width samples were selected for each tillage type.
2.5. Simulation Model and Condition
2.5.1. Simulation Model
A cohesion contact model called Hertz–Mindlin with JKR model [
18] was suggested to model the interaction between soil and soil in this study. It was based on the Johnson–Kendall–Roberts theory, and introduced a pull-off force to account for attractive forces between particles. Therefore, it allowed to model strongly adhesive systems. The detail of Hertz–Mindlin with JKR model was given by
where
is the surface energy (J/m
2).
a is the contact radius (mm), and
is the normal overlap (mm).
E* and
R* are equivalent Young’s modulus (Pa) and equivalent radius (mm), respectively, defined as,
where
Ei,
Ri,
mi and
νi are the Young’s Modulus, radius, mass, and Poisson ratio of particle
i, respectively.
The tangential elastic contact force, the normal dissipation force and the tangential dissipation force in Hertz–Mindlin with JKR model used the same calculations as the Hertz–Minidlin contact model. They were given as,
where
n and
t represent the normal and tangential component of the contact force and the dissipation force.
δt is the tangential components of particle overlap.
and
are the normal and tangential components of the relative velocity. The equations for
β, the normal and tangential stiffness are given as follows:
where
e is the coefficient of restitution, and the equivalent Shear modulus
G* is calculated by
The Young’s modulus can be calculated by
The detail governing equations of Hertz–Mindlin with JKR model are described in [
19].
2.5.2. Simulation Condition
A domain of size 3500 × 2800 × 300 mm (width, length, height) was chosen to be the simulation soil bin based on the computation power of the computer and the size of tillage implement. The simulation soil bin allowed different tillage types to reach a stable condition in terms of the force and torque. The diameter of soil particle was 20 mm, and similar particle sizes had been used in the literature for the simulation of soil–tool interaction. The DEM input parameters were shown in
Table 2. The density of soil particle was calculated according to the measurement of bulk density. Density of steel, Shear modulus of soil and steel, Poisson ration of soil and steel was referred to our previous studies. Coefficient of restitution of soil–soil and soil–steel, coefficient of static friction and rolling friction was referred to in the literature [
20] because of a similar soil condition. The soil surface energy for JKR model regarded as an important parameter was calibrated by the method mentioned in the literature [
21], and 350 J/m
2 was set in this work.
The DEM simulation was implemented by EDEM 2018. The simplified solid assembly model of different tillage types was established with a 1:1 ratio and was imported into the EDEM software. The simplified solid assembly model for CTSR was illustrated in
Figure 3. Considering the computation consumption, the straw was ignored in the simulation. For the calibration and validation cases, the operational condition kept the same as the actual field experiment. The forward speed was 0.43 m/s, and the rotary speed of rotary tiller was 300 rpm. In order to investigate the effect of the forward speed and the rotary speed on the force and power requirement, different operational parameters were conducted in the simulation.
4. Discussion
The performance indicators of combined tillage type (CTSR and CTDR) on straw incorporation were better than traditional rotary tillage type (RT). It revealed that the plough improved the performance of RT. A reasonable explanation was that the plough disturbed the original field before tillage by RT which made the tillage conditions of CTSR and CTDR were different with that of RT. Meanwhile, the total power consumption of combined tillage type (CTSR and CTDR) was smaller than other tillage types. It might be due to plough tillage made the soil loosen and reduced the cone index of the soil.
DEM simulation obtained the reduction of the rotary power in CTSR and CTDR compared with RT within the same operational parameters, but the degree of reduction was slightly. The total power of the combined tillage implement by simulation was even larger than RT. It was due to that the DEM model had not completely predicted the complicated soil–tool interaction. It was observed that the relationship of the rotary power of CTSR and RT in the simulation. The rotary power of CTSR was less than RT at some operational condition with a high rotary speed, and this contribution even can make the total power of CTSR less than that of RT. It demonstrated that the advantage of combined tillage implement on power consumption may be affected by the operational parameters. The combined tillage implement can obtain an emission reduction at a relatively high rotary speed compared with RT.
The disturbance characteristics of CTSR and CTDR were not clear. DEM simulation was a promising method to study soil-tool interaction, and it could be used to investigate the disturbance characteristics of combined tillage type. The calculation consumption should be considered, as the diameter of soil particle for disturbance characteristics should be small enough. The straw was not considered in simulation in this manuscript. It should be involved to evaluate the effect of straw on the tillage tool disturbance characteristics. The reasonable straw model in DEM was a challenge for simulation.
5. Conclusions
Seven different tillage types were conducted in the rice field including a sole single-side plough (SP), a sole double-side plough (DP), a sole rotary tiller (RT), a two-pass tillage operation using a sole single-side plough followed by a sole rotary tiller (SP+RT), a two-pass tillage operation using a sole double-side plough followed by a sole rotary tiller (DP+RT), combined tillage implement of single-side plough and rotary tiller (CTSR), and combined tillage implement of double-side plough and rotary tiller (CTDR) to evaluate the performance of the combined tillage implement. The combined tillage implement (CTSR and CTDR) increased the ratio of straw coverage from 68.95% (RT) to appropriate 90%. With the help of the plough component, the combined tillage implement raised the stability coefficient of tillage depth. The surface evenness after tillage also improved with the comparison of RT. The combined tillage implement had an advantage on power requirement in the field experiment. Due to the reduction of the rotary power, the total power of the combined tillage implement was less than RT and two-pass tillage types. The DEM simulation predicted a slightly reduction of the rotary power, but the total power of the combined tillage implement was larger than RT with the same operational parameters. It was observed that the degree of the reduction on the rotary power was related to the operational parameters in the simulation. The effect of the operational parameters on the power requirement was also investigated by simulation, and the total power increased with the increase of the forward speed and rotary speed. The effect of working conditions on power consumption was investigated by DEM. The simulation was validated compared with rotary power of RT, and deviation between simulation and experiment was 6.36%. The reduction of the rotary power and the total power for CTSR was also obtained with specific working condition by simulation. The rotary power raised with the increase of the rotary speed and the forward speed for RT and CTSR, and the draft power was only influenced by the forward speed. As the soil–tool interaction was complicated and straw model was not involved, DEM simulation was not quantitatively predicted the field experiment results. There were some differences on the degree of power reduction by DEM simulation and field experiment. The disturbance characteristics of different tillage implements with considering straw model was still a challenge in DEM simulation.