Design and Evaluation of a Shaping and Pruning Machine for Dwarf and Densely Planted Jujube Trees
Abstract
:1. Introduction
2. Materials and Methods
2.1. Planting Modes and Agronomic Pruning Requirements of Jujube Trees
2.2. The Structure and Working Principles of the Pruning Machine
2.2.1. The Structure and Main Technical Parameters of the Pruning Machine
2.2.2. Working Principle of Overall Machine
2.3. Design of Pruning Device
2.3.1. Design of the Structure
2.3.2. Analysis of Cutter Rotation Speed
2.4. Design of Removal Mechanism for Jujube Hangings
2.5. Design of Shaping Frame
2.5.1. Design of Shaping and Pruning Frame
2.5.2. Design of Shaping Adjustment Frame
2.6. Field Performance Test
2.6.1. Test Conditions
2.6.2. The Evaluation Index
2.6.3. Quadratic Regression Orthogonal Test
2.6.4. Parameter Optimization and Field Validation Test
3. Results
3.1. Results of the Quadratic Regression Orthogonal Test
3.1.1. Analysis of Variance for Test Results
3.1.2. Response Surface Analysis
3.2. Results of Parameter Optimization and Field Validation Test
3.2.1. Results of Parameter Optimization
3.2.2. Results of Field Validation Test
4. Discussion
5. Conclusions
- (1)
- Through investigation of dwarf and densely planted jujube gardens in Xinjiang, it was determined that the shapes of the main trunks of jujube trees have become the primary standard for the development of dwarf and densely planted jujube gardens in Xinjiang. Before artificial pruning, the height of the jujube canopy was between 600–1900 mm, and the diameter of the canopy was between 1050–2000 mm. After artificial pruning, the height of jujube canopy was between 400–1600 mm, and the diameter of the canopy was between 800–1400 mm.
- (2)
- In this study, a shaping and pruning machine for jujube trees was developed to address the difficulties of highly labor-intensive and poorly efficient artificial pruning of dwarf and densely planted jujube trees in Xinjiang. The machine is mainly composed of a pruning device, removal mechanism for jujube hangings, shaping and pruning frame, shaping and adjusting frame, connecting seat, hydraulic system, tractor, etc. The range of height adjustment for the machine is 600–2200 mm, and the range of width adjustment is 800–1400 mm. The designed height of the side pruning assembly is 1600 mm, and the length of the top pruning assembly is 1200 mm. Circular saw blades are used as the cutting tool for the pruning device. The critical speed of the cutting tool to avoid missed cuttings is 1020 r/min according to a theoretical analysis of the process of cutting jujube branches. The structural and operating specifications of the machine, as well as its major components, were determined. This machine can perform rapid shaping and pruning of large-scale dwarf and densely planted jujube trees.
- (3)
- A quadratic regression orthogonal test with three factors and three levels was designed according to the test principle of Box-Behnken with the machine forward speed, cutter rotation speed, and cutter diameter as influencing factors, and the missed pruning rate and stubble breakage rate as evaluation indexes. The experimental results were optimized by Design-Expert V8.0.6.1 software, and the optimal parameter combination was obtained as follows: The rotation speed of the cutter was 2300 r/min, the diameter of the cutter was 250 mm, and the forward speed was 0.3 m/s. The predicted missed pruning rate and stubble breakage rate of the model were 5.07% and 4.61%, respectively.
- (4)
- The field validation test was carried out according to the optimal parameter combination. The results showed that the average missed pruning rate was 5.46% and the average stubble breakage rate was 5.10%. The relative error between the actual test values and the predicted value of the missed pruning rate and the stubble breakage rate were 7.69% and 10.63%, respectively. The coefficients of variation for the missed pruning rate and stubble breakage rate were 9.16% and 11.76%, respectively. The results indicated that the operational performance of the shaping and pruning machine for jujube trees met the design requirements.
6. Patents
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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State | The Height of the Tree (mm) | The Height of the Canopy (mm) | The Height of the Canopy above the Ground (mm) | The Diameter of the Canopy (mm) |
---|---|---|---|---|
Before artificial pruning | 1200~2500 | 600~1900 | 600~800 | 1050~2000 |
After artificial pruning | 800~2250 | 400~1600 | 800~1400 |
Parameters | Value |
---|---|
Corresponding power (kW) | ≥45 |
Rotation speed of cutter (r/min) | 1700~2300 |
Adjustment range of pruning height (mm) | 600~2200 |
Adjustment range of pruning width (mm) | 800~1400 |
Size of pruning device (Length × width × height) (mm) | 1700 × 500 × 1800 |
Weight of overall machine (kg) | 450 |
Coding | Test Factors | ||
---|---|---|---|
Rotation Speed of Cutter X1/(r/min) | Diameter of Cutter X2/(mm) | Forward Speed X3/(m/s) | |
1 | 2300 | 300 | 1.0 |
0 | 2000 | 250 | 0.65 |
−1 | 1700 | 200 | 0.3 |
No. | Test Factors | Missed Pruning Rate P1/% | Stubble Breakage Rate P2/% | ||
---|---|---|---|---|---|
X1 | X2 | X3 | |||
1 | −1 | −1 | 0 | 13.8 | 11.4 |
2 | 1 | −1 | 0 | 9.0 | 7.6 |
3 | −1 | 1 | 0 | 12.1 | 9.6 |
4 | 1 | 1 | 0 | 8.9 | 7.4 |
5 | −1 | 0 | −1 | 8.7 | 7.2 |
6 | 1 | 0 | −1 | 5.3 | 4.5 |
7 | −1 | 0 | 1 | 14.1 | 11.9 |
8 | 1 | 0 | 1 | 9.5 | 7.7 |
9 | 0 | −1 | −1 | 8.8 | 7.4 |
10 | 0 | 1 | −1 | 8.5 | 7.2 |
11 | 0 | −1 | 1 | 12.7 | 10.6 |
12 | 0 | 1 | 1 | 12.5 | 10.2 |
13 | 0 | 0 | 0 | 8.8 | 7.5 |
14 | 0 | 0 | 0 | 9.0 | 7.2 |
15 | 0 | 0 | 0 | 9.2 | 7.1 |
16 | 0 | 0 | 0 | 9.6 | 8.0 |
17 | 0 | 0 | 0 | 9.1 | 7.6 |
18 | 0 | 0 | 0 | 9.3 | 7.4 |
Evaluation Indexes | Difference Source | Sum of Squares | Degree of Freedom | Mean Square | F Value | P Value |
---|---|---|---|---|---|---|
Missed pruning rate P1/% | Model | 81.95 | 5 | 16.39 | 119.19 | <0.0001 |
Residual | 1.65 | 12 | 0.14 | |||
Lack of Fit | 1.28 | 7 | 0.18 | 2.44 | 0.1713 | |
Pure Error | 0.37 | 5 | 0.075 | |||
Stubble breakage rate P2/% | Model | 55.39 | 6 | 9.23 | 64.10 | <0.0001 |
Residual | 1.58 | 11 | 0.14 | |||
Lack of Fit | 1.07 | 6 | 0.18 | 1.74 | 0.2803 | |
Pure Error | 0.51 | 5 | 0.10 |
Index | Max | Min | Avg. | S.D. | C.V. |
---|---|---|---|---|---|
Missed pruning rate/% | 6.2 | 4.8 | 5.46 | 0.50 | 9.16 |
Stubble breakage rate/% | 5.8 | 4.2 | 5.10 | 0.60 | 11.76 |
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Zhang, B.; Liu, Y.; Zhang, H.; Shen, C.; Fu, W. Design and Evaluation of a Shaping and Pruning Machine for Dwarf and Densely Planted Jujube Trees. Appl. Sci. 2022, 12, 2699. https://doi.org/10.3390/app12052699
Zhang B, Liu Y, Zhang H, Shen C, Fu W. Design and Evaluation of a Shaping and Pruning Machine for Dwarf and Densely Planted Jujube Trees. Applied Sciences. 2022; 12(5):2699. https://doi.org/10.3390/app12052699
Chicago/Turabian StyleZhang, Bin, Yudong Liu, Huiming Zhang, Congju Shen, and Wei Fu. 2022. "Design and Evaluation of a Shaping and Pruning Machine for Dwarf and Densely Planted Jujube Trees" Applied Sciences 12, no. 5: 2699. https://doi.org/10.3390/app12052699
APA StyleZhang, B., Liu, Y., Zhang, H., Shen, C., & Fu, W. (2022). Design and Evaluation of a Shaping and Pruning Machine for Dwarf and Densely Planted Jujube Trees. Applied Sciences, 12(5), 2699. https://doi.org/10.3390/app12052699