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29 December 2022

Analysis of Operating Conditions for Vibration of a Self-Propelled Monorail Branch Chipper

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College of Mechanical and Electronic Engineering, Shandong Agricultural University, Tai’an 271018, China
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Provincial Key Laboratory of Horticultural Machinery and Equipment, Shandong Agricultural University, Tai’an 271018, China
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Author to whom correspondence should be addressed.
This article belongs to the Section Agricultural Technology

Abstract

Aimed at the problems of difficult treatment, unreasonable utilization and serious waste of fruit tree residue, combined with the terrain and planting characteristics of hilly orchards, a self-propelled monorail branch chipper was developed. It can realize long distances and large ranges of crushing operations and debris tiling in the garden. Because the monorail branch chipper adopts the half-empty suspension support method, the moving operations and discontinuous cutting of branches can lead to vibration failures or hazards. In response to this problem, modal analysis of a track system with different numbers of nodes by ANSYS software showed that an increase in the number of track sections decreases the natural frequency of each order under the condition of rigid fixation of the support rods, and weakness of vibration is especially seen in sections 1–4, but after a certain amount, the vibrational change tends to level off. The number of lateral rods should be increased for distal short rail branches of less than four sections to reduce operational and operational vibration. The vibration level test results of field multi-condition and multi-point grinding operations showed that the static vibration amplitude of the crusher is basically the same as that of the mobile state. The vibration amplitude of the chipper is significantly increased when in the states from no-load to grinding operation, and the maximum vibration occurs in the left and right direction of the transverse rail, which provides a theoretical basis and optimization direction for further optimization of the single-track branch chipper operational stability problem.

1. Introduction

For large orchard area and high yield annually [1,2], branch pruning is an important part of fruit tree management, and the pruning volume is large [3], but the utilization rate of pruned branches is low and they are usually used as firewood [4,5,6,7]. As a rich biomass resource, fruit tree residues can be used for mushroom substrates, sheet and paper manufacturing, biomass gasification and liquefaction, solid fuel forming, etc. Wood chips can help improve soil if used as mulch, can help control moisture, soil temperature, weeds, and provide organic matter. Another important benefit from wood chip mulch is the suppression of weeds. Limiting weed presence reduces competition for water and nutrients, which supports plant growth [8]. Using this method to utilize wood chips can reduce transportation costs, reduce labor intensity, and reduce the use of chemical fertilizers. In order to promote the green development of the fruit industry, it is the optimal way to use [9].
As is well-known, the hilly region is an important production base of the fruit industry, subject to terrain, planting patterns, and other factors, fruit tree management mechanization level is low, and manual work is intensive, low efficiency, and high cost [2]. Scattered fruit tree planting due to topographical constraints, if collected and transported to the bottom of the mountain for chipping, will increase the collection labor intensity, increase the difficulty of transportation, and reduce chipping and return efficiency. At the same time, once again, limited by the terrain, it is difficult for the existing chipper to enter the orchard, and poor movement in the garden led to a significant reduction in chipping efficiency. The treatment of fruit tree residues in hilly mountainous areas is more difficult and the utilization rate is lower, while no systematic research has been reported on the treatment of organic fertilization by in situ crushing [10].
A lot of research has been done on chippers, for example, the kinematic analysis of the cutting process with flying cutters to facilitate the initial selection of the tool roll size [11]; risk assessment of safety posture during manual feeding with a goal to reduce safety risks [12]; energy consumption tests of different types of chippers, which point out that chippers should have independent engines [13]; and flying knife wear research, which shows that the greater the amount of wear, the worse the crushing quality [14]. In addition, there are studies on the efficiency of wood chip transportation, optimization of screen structure, and cutting speed, by the Plackett–Burman test [15,16]. Few mobile chippers are used inside orchards, limited by topography and other constraints, and those that can be used in hilly orchards are even fewer. Wang Qiang optimized the control system of the orchard chipper, designed with a branch collection device for easy branch collection [17]; Wang designed the chipper with a multi-blade drum structure, where the movement method is wheeled and the pass ability is poor [18]. Therefore, the current hilly orchard chipper used is mostly crawler type, with better pass ability than the wheeled type in the same height block field [19,20]. The self-propelled monorail transporters are the main transport equipment in hilly mountain orchards in China at present. Zhang Yanlin, Song Yuepeng, and other research teams have carried out research work on the design and manufacture, performance optimization and demonstration, and promotion of self-propelled monorail transporters, respectively [21,22]. Based on the monorail transport system, Song Yuepeng et al. developed a branch chipper suitable for hilly mountain orchards. However, the machinery crushing operation vibration is violent, rail shaking is serious, and there exists a large noise. The equipment adopts a free feeding method, the branches jump violently under the vibration and even pop out of the feeding channel to hurt people. In addition, manual feeding efficiency is low, and the fix point feeding needs to be pre-collected by certain points. However, the problem that limits the stable use of the machine and requires further improvement is still the vibration problem in the first place. Vibration of the chipper affects the quality of slicing and reduces the service life, and self-propelled monorail branch chipper vibration is too large, thus it will reduce the strength of the rail installation. Damage to the track, or even dumping, causes mechanical rollover on rails.
Based on this, the paper adopted computer numerical simulation technology to carried out modal analysis and vibration characteristics research on different section number track systems, and, at the same time, carried out vibration level testing of actual crushing operations in multiple working conditions and points in the field. The research results provide a theoretical basis and optimization direction for further optimizing the operational stability of self-propelled single-track branch chippers, and further enhance the utilization level of fruit tree residues and biomass resources in the hilly mountain orchards.

2. Overall Structure and Working Principle

2.1. Overall Structure

Most of the hilly mountain orchard machinery is of crawler type, wheel type, and a single line of track, as the orchard management machinery walking relying on the advantages of the mechanism is obvious. Single-track traction is smaller than wheeled lateral size, puts less pressure on the ground, and is less affected by soft road surface, but has strong climbing ability, has stronger adaptability than the crawler type, is less affected by potholes, has a smaller footprint than double-track traction, and has a more flexible arrangement.
In this paper, a single-track self-propelled branch chipper for hilly orchards is designed based on the single-track traction method. The overall structure is shown in Figure 1.
Figure 1. Overall structure of the self-propelled monorail branch chipper: 1. Chipper pallet. 2. Drive system of the chipper. 3. Feed channel. 4. Chipper engine. 5. Outlet. 6. Control box. 7. Control rod. 8. Traction engine. 9. Cross rail. 10. Main support rod. 11. Auxiliary support rod. 12. Pallet. 13. Drive wheel. 14. Guide wheel. 15. Protective frame for travel mechanism. 16. Load bearer wheel.

2.2. Working Principle

The randomization of fruit tree branch pruning leads to the haphazard distribution of residual branches, which are difficult to collect; in addition, the low density of branches and the multiplicity of residual fine branches leads to the difficulty of transportation and storage. Self-propelled single-track branch chippers adopt manual feeding with static fixed-point crushing, and mobile crushing as two modes of operation, with a unique branch and shear and shredding operations quickly crushed.
This monorail self-propelled branch chipper adopts dual gasoline engines as the power source, which are used for the traction mechanism and branch crushing mechanism. The traction mechanism and the crushing mechanism are reliably connected to the cross rail through the engagement mechanism, the cross rail is steadily erected at 30 cm from the ground through the main and secondary branches, and the crushing mechanism relies on the traction mechanism to realize the shuttle operation between the gardens, which is convenient and efficient with the remote control system.
Machinery and equipment for internal operations in hilly orchards require small size for easy moving between fruit trees, thus adopt a drum type cutter. A total of two flying knives with symmetrical distribution of 180 °. According to the requirements of fruit tree branch pruning, the diameter of the cut branch is mostly below 40mm, and the operation object of the chipper is the branch within 80mm in diameter. The main technical performance parameters of the single-track self-propelled branch chipper are shown in Table 1.
Table 1. Main technical performance parameter table.

4. Vibration Test of the Chipper under Different Working Conditions

In order to further determine the vibration of the single-track self-propelled branch chipper, based on the results of the modal analysis, a 10-section track system was built to support the inter-garden test prototype, with the aim of setting up an operational vibration test system and to conduct vibration test research on the main components of the chipper, i.e., the cutting mechanism, at multiple points under multiple operating conditions such as empty running, stationary crushing operations, and inter-garden shuttle crushing operations, to gain a comprehensive understanding of the operating vibration of the chipper, to investigate the impact of different component vibration frequencies and amplitudes on the crushing quality, and to provide technical reference for subsequent optimization and rational selection of operating modes.
To ensure a simple and compact structure and access to non-standard dense orchards, the crushing mechanism selects a drum cutter. Because its chopping method is chop-can type, the vibration is violent, causes structural damage, and reduces service life [32]. Chou Shucheng tested the vibration of the orchard monorail truck at different operation speeds, and the results showed that the higher the speed, the larger the vibration [28]. Ma Hongyue explored the effect on vibration conditions of a drum chipper with different speeds and different feeds, and it is proposed that it works in a low-frequency steady state [33]. In this paper, they compared the characteristics of the two and controlled the speed for a fixed value on the transport vehicle. This test session was divided into static fixed point no-load, static fix point shredding, mobile no-load, and mobile shredding. Test points were located at the rear end of the tractor travel mechanism protection frame, the surface of the crushing mechanism pallets, and the middle of the main support rod. The test schematic is shown in Figure 7.
Figure 7. Schematic diagram of vibration test points.

4.1. Vibration Test at No-Load

As shown in Figure 8a, the maximum amplitude of vibration in the x-direction of the tractor travel protection frame when the chipper is at rest and unloaded is 8.4 m/s2, and the maximum relative amplitude is 15.5 m/s2 in the left and right direction; the z-direction vibration amplitude is the second highest, with a maximum value of 5.0 m/s2, and the maximum relative amplitude is 9.2 m/s2 in the upward and downward direction; the y-direction vibration amplitude is the smallest, with a maximum value of 3.8 m/s2, and the maximum relative amplitude is 7.5 m/s2 in the forward and backward directions. As shown in Figure 8b, the maximum vibration amplitude in this condition occurs at 36.6 Hz, with 4.1 m/s2 in x-direction, 1.8 m/s2 in y-direction and 2.0 m/s2 in z-direction.
Figure 8. Results of static no-load test for the walking protection frame of the chipper tractor: (a) time–frequency diagram; (b) amplitude–frequency diagram.
As shown in Figure 9a, the maximum amplitude of vibration in the x-direction of the tractor travel protection frame when the chipper is moving unloaded is 7.9 m/s2, and the maximum relative amplitude is 15.3 m/s2 in the left and right direction; the z-direction vibration amplitude is the second highest, with a maximum value of 3.6 m/s2, and the maximum relative amplitude is 7.1 m/s2 in the upward and downward direction; the y-direction vibration amplitude is the smallest, with a maximum value of 1.8 m/s2, and the maximum relative amplitude is 3.6 m/s2 in the forward and backward directions. As shown in Figure 9b, the maximum vibration amplitude in this condition occurs at 36.2 Hz, with 5.1 m/s2 in x-direction, 0.8 m/s2 in y-direction, and 2.4 m/s2 in z-direction. Compared with the stationary condition, the maximum vibration amplitude in the time domain and the maximum vibration amplitude in the frequency domain is slightly decreased in frequency; the reason for this is that when the chipper moves, the external environment generates random vibration to the original regular vibration caused by certain interference, and in the complex interaction between the two influences, the external interference plays a weak role [34].
Figure 9. Results of the no-load test on the moving protection frame of the chipper tractor: (a) time–frequency diagram; (b) amplitude–frequency diagram.
As shown in Figure 10a–d, the maximum amplitude of vibration in the z-direction (front and rear) of the chipper at standstill no-load is 6.6 m/s2, and the relative maximum amplitude is 12.8 m/s2 in the forward and backward direction, with two peaks at 30.7 Hz and 46.7 Hz. The maximum vibration direction of the walking protection frame in the aforementioned test is in the x-direction, while the pallet is in the z-direction. The vibration amplitude in x-direction is the smallest, much smaller than the z-direction, and its value is 2.5 m/s2, and the relative maximum amplitude in the left and right is 3.7 m/s2, which is determined by the form of the components. The walking protection frame is fixed by the bottom plate from the bottom z-direction, and the chipper is fixed by bolts in the x-direction of the pallet, which limits the fluctuation range to a certain extent, thus the vibration amplitude is different, i.e., the vibration effect is different if the fixing method is different [35].
Figure 10. Results of the static no-load test on the carrier platform of the chipper: (a) three-way time-frequency diagram; (b) three-way amplitude-frequency diagram; (c) time-frequency diagram in the z-direction; (d) amplitude-frequency diagram in the z-direction; (e) time-frequency domain diagram in the z-direction.
As shown in Figure 11, the support rod vibrates less due to the ground restriction. The maximum amplitude of vibration in the z-direction has a value of 1.74 m/s2 and a relative maximum amplitude of 3.34 m/s2 in the forward and backward direction; the y-direction vibration amplitude is small and uniform, with values between 0.3 and 0.6 m/s2, and the x-direction and y-direction vibration amplitudes are basically the same. As can be seen from Figure 7, the test point is the center of the exposed ground part of the support rod, which is restrained by the ground, and the closer the test point is to the ground, the smaller the vibration amplitude.
Figure 11. Results of static no-load test of support rod.
As shown in Figure 12, the effect of the moving operation of the single-track self-propelled branch chipper on the vibration amplitude of the support rod is great. When the chipper is far away from the test point, the z-direction vibration amplitude is the largest, with values fluctuating between 1 and 3 m/s2, while the y-directional and x-directional vibration amplitudes are smaller; when the chipper crosses the test point, the x-directional vibration increases instantly, with a maximum amplitude of 9.1 m/s2 and a relative maximum amplitude of 16.5 m/s2 in the left and right direction, while the y-direction and z-direction vibration amplitudes remain basically unchanged. Affected by the traction mechanism gearbox, the crushing mechanism knife roller rotation and gasoline engine excitation frequency are different, the chipper in the approach and drive away from the test point show different vibration patterns, but the vibration amplitude is basically the same.
Figure 12. Results of the no-load test for the moving support rod.
The self-propelled monorail branch chipper idle vibration test results show that the maximum vibration occurs in the left and right direction of the track support rods, with a maximum value of 9.1m/s2; the next is the left and right direction of the walking protection frame, with a maximum value of 8.4m/s2; the chipper pallet vibration is the smallest, its maximum occurs for the front and rear direction, with a maximum value of 6.6m/s2. The orchard monorail truck vibration test results show that its no-load maximum vibration is 5.2m/s2 and full load maximum vibration is 16.3m/s2 [28]. The same as the no-load condition, the maximum vibration amplitude of the self-propelled monorail branch chipper is 1.75 times that of the orchard monorail truck. However, the self-propelled monorail branch chipper is equivalent to 0.33 times the full load condition; from this point of view, the vibration characteristics are basically the same between the two. When the chipper is unloaded, the maximum vibration is largely the same as the self-propelled monorail branch chipper [32]. From this, we can conclude that in the self-propelled monorail branch chipper, when unloaded, the track system did not increase the vibration level of the chipper and the chipper did not increase the vibration level of the track system.

4.2. Vibration Test under Crushing Operation

Similar to the no-load test, the test points were still arranged as shown in Figure 7.
From Figure 13a–d, it can be seen that the chipper stationary crushing tractor walking protection frame three-way vibration is basically the same in the x-direction and y-direction, and the z-direction is slightly larger, with a value of 21.5 m/s2, left and right relative maximum amplitude of 39.9 m/s2, a stationary no-load x-direction maximum amplitude of 6.8 m/s2, and a relative maximum amplitude of 12.7 m/s2. The vibration amplitude differs greatly between the two states of no-load and crushing operation, which is mainly caused by the knife roller crushing the branch, and its cutting process is discontinuous, manifested by the work of impact on the branch, causing increased vibration, and the branch itself jumps after a cutting is completed, causing a further increase in vibration amplitude [36]. From Figure 13e, it can be seen that the frequency of vibration of the variable speed shaft of the traction mechanism is weaker than at no-load, and the main source of vibration has changed to the high-speed cutting motion of the knife roller [33].
Figure 13. Static comminution test results of the tractor travel protection frame: (a) three-way time-frequency diagram; (b) three-way amplitude-frequency diagram; (c) time-frequency diagram in the x-direction; (d) amplitude-frequency diagram in the x-direction; (e) time-frequency domain diagram in the x-direction.
The chipper mobile crushing operation process is not added to the new material, the crushed branches are fed at rest. From Figure 14a–d, it can be seen that the vibration amplitudes in the y-direction and z-direction are basically the same, and the vibration amplitude in the x-direction is the largest, with a value of 8.7 m/s2, and the relative maximum amplitude is 17.3 m/s2 in the left and right direction, which is more than half of the vibration amplitude during the stationary continuous feeding. Due to the process of stop feeding branches, the original discontinuous cutting intensifies, leading to mobile crushing operation in the process of z-direction vibration amplitude surge and radical retreat phenomenon, which may aggravate the unstable operation [37].
Figure 14. Test results of the moving comminution of the tractor protection frame: (a) three-way time-frequency diagram; (b) three-way amplitude-frequency diagram; (c) time-frequency diagram in the x-direction; (d) amplitude-frequency diagram in the x-direction; (e) time-frequency domain diagram in the x-direction.
As shown in Figure 15, the amplitude of vibration in the x-direction was slightly larger than in the y-direction when the chipper was stationary, but the trend was similar, and the amplitude of vibration in the z-direction was much smaller than in the x-direction; the maximum vibration value in the x-direction was 7.4 m/s2, and the relative maximum amplitude of the left and right was 14.8 m/s2. When fed with branches, the x-direction vibration amplitude increased from 2–4 m/s2 to 5–7 m/s2, the y-direction vibration amplitude increased from 2–4 m/s2 to 4–6 m/s2, and the z-direction vibration amplitude remained basically unchanged.
Figure 15. Static comminution test results of the carrier platform of the chipper.
As shown in Figure 16, the maximum amplitude of the x-direction vibration of the support rod during the crushing operation of the chipper occurred during the cutting of the branches, with a value of 16.5 m/s2 and a relative maximum amplitude of 27.7 m/s2 in the left and right direction; the x-direction and z-direction vibration amplitude fluctuated greatly during the crushing operation, where the x-direction vibration peaks and valleys were particularly pronounced, and the z-direction amplitude fluctuated within two values only, while the y-direction amplitude was basically unchanged and fluctuated within one value only.
Figure 16. Static chipping test results of the support rod.
The self-propelled monorail branch chipper crush vibration test results show that the maximum vibration occurs in the left and right direction of the travel protection frame, with a maximum value of 21.5m/s2; the next is the track support rods in the left and right direction, with a maximum value of 16.5m/s2; chipper pallet vibration is the smallest, and its maximum in the left and right direction with a maximum value of 7.4m/s2. Compared to the no-load condition, the walking protection frame and the support rod vibration level increase significantly, but the pallet table will remain unchanged. That means the chipper consolidation is stable, but the chipper introduces a lot of vibration hazards to the track system, and the maximum vibration level is 4.2 times higher than the above-mentioned orchard monorail truck. As with no-load, the maximum vibration is largely the same as the self-propelled monorail branch chipper. The difference is that the track system does not increase the vibration level of the chipper, but the chipper raises the vibration level of the track system to 4.2 times the original [28,32].

4.3. Multi-Stage Vibration Test

As shown in the Figure 17 three-way frequency diagram, in the low-speed idle, high-speed crushing, stationary and mobile crushing, and other operational processes, the overall x-direction vibration amplitude was the largest, but the largest amplitude appeared in the z-direction; this may be due to the hardness and diameter of the branch to be crushed by this cutting step, or because the flying knife cut at the branch knot and branch, resulting in a large jump of the knife roller. The x-direction vibration amplitude was larger than the low speed when the chipper was moving at high speed with no load, while the y-direction and z-direction were completely opposite; the vibration amplitude was more uniform in all three directions at high speed than at low speed. The vibration amplitude of the chipper in the three directions during the crushing operation was significantly higher than when it was unloaded, and its vibration pattern was affected by the number and diameter of the fed branches and other parameters due to the convenience of branch feeding when stationary, such as stationary crushing and mobile crushing vibration amplitude, mobile crushing performance for the thin peak form, and the peak and valley interval by the cutting speed decision. When the chipper has a small amount of residual fruit branches, the x-direction and z-direction vibration shape and the completely unloaded state was basically the same, while the y-direction vibration amplitude was slightly larger than when completely unloaded, so the main fluctuation when crushing fewer or smaller diameter branches is the up and down direction.
Figure 17. Operation time frequency diagram of the tractor protection frame of the chipper.
As shown in the Figure 18 three-way time–frequency diagram, the chipper started at a low speed at the first 0 s, and was set to a high speed at one line; when the knife roller speed was 2300 r/min, five branches were fed at a time between two and three lines, the basic crushing of branches was completed at three lines, no-load operation was completed between three and four lines, a random number of branches were fed several times between four and five lines, and the chipper stopped running at six lines. The chipper in the low-speed no-load and high-speed crushing operations showed an x-direction vibration amplitude larger than the other two directions, while the high-speed no-load z-direction showed the maximum vibration amplitude of the up and down direction. The chipper in the low-speed no-load and high-speed crushing operations showed that, in the x-direction, the left and right direction vibration amplitude was greater than the other two directions, while the high-speed no-load showed that, in the z-direction, the up and down direction vibration amplitude was the largest. It can also be seen from the graph that, in the z-direction, due to the chipper self-weight constraints, the vibration amplitude was relatively smooth; in the y-direction, due to rail stiffness constraints, the vibration amplitude was the smallest; the x-direction is the most variable and unstable in the whole operation process, which is due to the unbalanced rotation of the knife roller on the one hand, and the large span of the track support on the other [38].
Figure 18. Time–frequency diagram of the static no-load and chipping process of the carrier platform of the chipper.
As shown in the Figure 19 three-way time–frequency diagram, the chipper no-load z-direction vibration amplitude was the largest, x-direction and y-direction were smaller, and the amplitude was basically the same. Looking at the chipper high speed compared to low speed, there was no significant change in vibration amplitude in the x-direction and y-direction, but a slight increase in the z-direction. When the chipper was unloaded, the vibration amplitude in the z-direction was twice as large as that in the x-direction and y-direction, and the vibration in all three directions increased to different degrees when the branches were fed, with the x-direction rising from less than 2 m/s2 to 16 m/s2 and its amplitude far exceeding that in the z-direction.
Figure 19. Frequency diagram of the static no-load and chipping time of the support rod.

5. Conclusions

We investigated the relationship between orbital length and intrinsic frequency and provided guidance for on-track mechanical design and track building applications. The modal analysis for different numbers of sections in the track system shows that the natural frequency is related to the number of sections in the track system under the condition that the bottom part of the support rod is rigidly fixed, the number of sections in the track increases, the natural frequency of each order decreases, and the vibration is weakened, in which the decrease of 1–4 sections is more obvious, and the change of vibration tends to be flat when a certain number is reached. For a distal short rail spur less than four sections, the number of lateral rods should be increased to reduce vibration in the run and operation.
The actual vibration test of the self-propelled monorail branch chipper shows smaller vibration amplitude when the transporter is running alone, and the vibration amplitude rises to 4.2 times when starting the chipper, with the vibration mainly from the chipping process. Analysis of engine combustion excitation frequency, knife roll interference frequency, and unbalanced cutting impact frequency compare the above results with the natural frequency of the orbital system. The results show that each frequency of the chipper does not overlap with the natural frequency of the orbital system, there are no resonance phenomena, and the increased track vibration of the chipper is a natural consequence rather than a design flaw.
We tested the actual vibration level of the self-propelled monorail branch chipper, and the results show that the prototype at rest, as well as mobile vibration amplitude difference, is not significant, while the crash operation compared to the no-load state vibration amplitude increased significantly, and its maximum vibration mostly occurred along the left and right direction of the cross rail with a maximum value of 21.5 m/s2 and a relative maximum amplitude of 39.9 m/s2. Excessive sidewall clearance of the drive wheel and load bearer wheel is the most important cause of left and right vibration. Therefore, in addition to increasing the stiffness and number of auxiliary support rods, optimizing sidewall wear of drive wheels and load bearer wheel to avoid increased clearance, and designing sidewall clearance adjustable structure, or creating a new way of fixing the wheels to the track are all important research directions.
In this paper, an orbital modal analysis was performed, compared with the chipper for each interference frequency. We summarized the relationship between orbital length and natural frequency, but no further verification has been performed. Field vibration tests are limited by the topography of the experimental field and failure to perform vibration tests at different climbing angles and turning radii, but the conclusions and optimization directions are still generalizable.

Author Contributions

Investigation, formal analysis and writing—original draft preparation, Y.G.; data curation, software, and resources, L.R.; conceptualization and project administration, X.H. and A.G.; methodology, S.J. and C.F.; writing—review and editing, supervision, and funding acquisition, Y.S. All authors have read and agreed to the published version of the manuscript.

Funding

We would like to acknowledge the financial support from the National Key Research and Development Plan of China for Intelligent Agricultural Machinery Equipment (2018YFD0700604, 2016YFD0701701), the Shandong Natural Science Foundation (ZR2019MEE092), the Innovation Team Fund for Fruit Industry of Modern Agricultural Technology System in Shandong Province (SDAIT-06-12), and the Shandong Agricultural University “Double First-class” Award and Subsidy Funds (SYL2017XTTD07).

Institutional Review Board Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

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