Acta Agriculturae Zhejiangensis ›› 2025, Vol. 37 ›› Issue (6): 1353-1359.DOI: 10.3969/j.issn.1004-1524.20240386
• Biosystems Engineering • Previous Articles Next Articles
REN Ning1,2(), YU Guohong1,2,*(
), ZHENG Hang1,2, CHEN Zhidong3
Received:
2024-04-27
Online:
2025-06-25
Published:
2025-07-08
CLC Number:
REN Ning, YU Guohong, ZHENG Hang, CHEN Zhidong. Parameter calibration of tea garden soil based on discrete element method[J]. Acta Agriculturae Zhejiangensis, 2025, 37(6): 1353-1359.
Add to citation manager EndNote|Ris|BibTeX
URL: http://www.zjnyxb.cn/EN/10.3969/j.issn.1004-1524.20240386
序号 No. | 各因素的编码水平Coding level of factors | 堆积角 Accumulation angle/(°) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
A1 | A2 | A3 | A4 | A5 | A6 | A7 | A8 | A9 | A10 | A11 | ||
1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | +1 | +1 | -1 | +1 | 53.1 |
2 | +1 | +1 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | 37.6 |
3 | -1 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | +1 | -1 | -1 | 4.03 |
4 | -1 | -1 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | +1 | -1 | 44.1 |
5 | +1 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | +1 | 50.2 |
6 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | +1 | +1 | 54.0 |
7 | -1 | +1 | +1 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | 37.0 |
8 | +1 | -1 | -1 | -1 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | 1.03 |
9 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | 41.2 |
10 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | +1 | +1 | -1 | 20.3 |
11 | -1 | -1 | -1 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | +1 | 40.7 |
12 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | 37.8 |
Table 1 Design and results of Plackett-Burman test
序号 No. | 各因素的编码水平Coding level of factors | 堆积角 Accumulation angle/(°) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
A1 | A2 | A3 | A4 | A5 | A6 | A7 | A8 | A9 | A10 | A11 | ||
1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | +1 | +1 | -1 | +1 | 53.1 |
2 | +1 | +1 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | 37.6 |
3 | -1 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | +1 | -1 | -1 | 4.03 |
4 | -1 | -1 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | +1 | -1 | 44.1 |
5 | +1 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | +1 | 50.2 |
6 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | +1 | +1 | 54.0 |
7 | -1 | +1 | +1 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | 37.0 |
8 | +1 | -1 | -1 | -1 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | 1.03 |
9 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | -1 | 41.2 |
10 | +1 | +1 | +1 | -1 | -1 | -1 | +1 | -1 | +1 | +1 | -1 | 20.3 |
11 | -1 | -1 | -1 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | +1 | 40.7 |
12 | +1 | -1 | +1 | +1 | -1 | +1 | +1 | +1 | -1 | -1 | -1 | 37.8 |
序号 No. | 各参数的设定值Setting value of factors | 堆积角 Accumulation angle/(°) | 相对误差 Relative error/% | ||
---|---|---|---|---|---|
A5/(J·m-2) | A6 | A7 | |||
1 | 10.5 | 0.35 | 0.200 | 47.2 | 4.6 |
2 | 12.6 | 0.43 | 0.392 | 49.9 | 0.9 |
3 | 14.7 | 0.51 | 0.584 | 53.7 | 8.5 |
4 | 16.8 | 0.59 | 0.776 | 61.3 | 24.0 |
5 | 18.9 | 0.67 | 0.968 | 65.8 | 33.1 |
6 | 21.0 | 0.75 | 1.160 | 54.3 | 9.7 |
Table 2 Design and results of the steepest ascent test
序号 No. | 各参数的设定值Setting value of factors | 堆积角 Accumulation angle/(°) | 相对误差 Relative error/% | ||
---|---|---|---|---|---|
A5/(J·m-2) | A6 | A7 | |||
1 | 10.5 | 0.35 | 0.200 | 47.2 | 4.6 |
2 | 12.6 | 0.43 | 0.392 | 49.9 | 0.9 |
3 | 14.7 | 0.51 | 0.584 | 53.7 | 8.5 |
4 | 16.8 | 0.59 | 0.776 | 61.3 | 24.0 |
5 | 18.9 | 0.67 | 0.968 | 65.8 | 33.1 |
6 | 21.0 | 0.75 | 1.160 | 54.3 | 9.7 |
序号 No. | 各参数的设定值 Setting value of factors | 堆积角 Accumulation angle/(°) | |||
---|---|---|---|---|---|
A5/(J·m-2) | A6 | A7 | |||
1 | 10.5 | 0.35 | 0.392 | 40.2 | |
2 | 14.7 | 0.35 | 0.392 | 44.8 | |
3 | 10.5 | 0.51 | 0.392 | 42.9 | |
4 | 14.7 | 0.51 | 0.392 | 47.9 | |
5 | 10.5 | 0.43 | 0.200 | 40.8 | |
6 | 14.7 | 0.43 | 0.200 | 44.6 | |
7 | 10.5 | 0.43 | 0.584 | 44.9 | |
8 | 14.7 | 0.43 | 0.584 | 46.1 | |
9 | 12.6 | 0.35 | 0.200 | 41.4 | |
10 | 12.6 | 0.51 | 0.200 | 44.6 | |
11 | 12.6 | 0.35 | 0.584 | 46.8 | |
12 | 12.6 | 0.51 | 0.584 | 50.7 | |
13 | 12.6 | 0.43 | 0.392 | 48.5 | |
14 | 12.6 | 0.43 | 0.392 | 47.3 | |
15 | 12.6 | 0.43 | 0.392 | 48.1 | |
16 | 12.6 | 0.43 | 0.392 | 46.9 | |
17 | 12.6 | 0.43 | 0.392 | 49.4 |
Table 3 Design and results of Box-Behnken test
序号 No. | 各参数的设定值 Setting value of factors | 堆积角 Accumulation angle/(°) | |||
---|---|---|---|---|---|
A5/(J·m-2) | A6 | A7 | |||
1 | 10.5 | 0.35 | 0.392 | 40.2 | |
2 | 14.7 | 0.35 | 0.392 | 44.8 | |
3 | 10.5 | 0.51 | 0.392 | 42.9 | |
4 | 14.7 | 0.51 | 0.392 | 47.9 | |
5 | 10.5 | 0.43 | 0.200 | 40.8 | |
6 | 14.7 | 0.43 | 0.200 | 44.6 | |
7 | 10.5 | 0.43 | 0.584 | 44.9 | |
8 | 14.7 | 0.43 | 0.584 | 46.1 | |
9 | 12.6 | 0.35 | 0.200 | 41.4 | |
10 | 12.6 | 0.51 | 0.200 | 44.6 | |
11 | 12.6 | 0.35 | 0.584 | 46.8 | |
12 | 12.6 | 0.51 | 0.584 | 50.7 | |
13 | 12.6 | 0.43 | 0.392 | 48.5 | |
14 | 12.6 | 0.43 | 0.392 | 47.3 | |
15 | 12.6 | 0.43 | 0.392 | 48.1 | |
16 | 12.6 | 0.43 | 0.392 | 46.9 | |
17 | 12.6 | 0.43 | 0.392 | 49.4 |
Fig.1 Response surface diagram of interactions of soil surface energy for JKR model, soil-soil restitution coefficient and soil-soil static friction coefficient
[1] | 姜嘉胤, 董春旺, 倪益华, 等. 基于离散元法的茶园仿生铲减阻性能研究[J]. 茶叶科学, 2022, 42(6): 791-805. |
JIANG J Y, DONG C W, NI Y H, et al. Research on drag reduction performance of tea garden bionic shovel based on discrete element method[J]. Journal of Tea Science, 2022, 42(6): 791-805. (in Chinese with English abstract) | |
[2] | 周华, 车海龙, 耿端阳, 等. 玉米田耕层典型土壤离散元模型建立与参数标定[J]. 农业机械学报, 2023, 54(11): 49-60. |
ZHOU H, CHE H L, GENG D Y, et al. Discrete element modeling and parameter calibration of typical soil in maize field tillage layer[J]. Transactions of the Chinese Society for Agricultural Machinery, 2023, 54(11): 49-60. (in Chinese with English abstract) | |
[3] | 宋占华, 李浩, 闫银发, 等. 桑园土壤非等径颗粒离散元仿真模型参数标定与试验[J]. 农业机械学报, 2022, 53(6): 21-33. |
SONG Z H, LI H, YAN Y F, et al. Calibration method of contact characteristic parameters of soil in mulberry field based on unequal-diameter particles DEM theory[J]. Transactions of the Chinese Society for Agricultural Machinery, 2022, 53(6): 21-33. (in Chinese with English abstract) | |
[4] | 袁全春, 徐丽明, 邢洁洁, 等. 机施有机肥散体颗粒离散元模型参数标定[J]. 农业工程学报, 2018, 34(18): 21-27. |
YUAN Q C, XU L M, XING J J, et al. Parameter calibration of discrete element model of organic fertilizer particles for mechanical fertilization[J]. Transactions of the Chinese Society of Agricultural Engineering, 2018, 34(18): 21-27. (in Chinese with English abstract) | |
[5] | 熊厚全, 江洁. 黄色赤红壤与开沟部件互作的离散元参数标定及试验[J]. 浙江农业学报, 2024, 36(6): 1400-1412. |
XIONG H Q, JIANG J. Discrete element parameter calibration and testing of interaction between yellow lateritic red soil and trenching components[J]. Acta Agriculturae Zhejiangensis, 2024, 36(6): 1400-1412. (in Chinese with English abstract) | |
[6] | 石林榕, 孙伟, 赵武云, 等. 马铃薯种薯机械排种离散元仿真模型参数确定及验证[J]. 农业工程学报, 2018, 34(6): 35-42. |
SHI L R, SUN W, ZHAO W Y, et al. Parameter determination and validation of discrete element model of seed potato mechanical seeding[J]. Transactions of the Chinese Society of Agricultural Engineering, 2018, 34(6): 35-42. (in Chinese with English abstract) | |
[7] | 贾洪雷, 刘行, 余海波, 等. 免耕播种机凹面爪式清茬机构仿真与试验[J]. 农业机械学报, 2018, 49(11): 68-77. |
JIA H L, LIU H, YU H B, et al. Simulation and experiment on stubble clearance mechanism with concave claw-type for no-tillage planter[J]. Transactions of the Chinese Society for Agricultural Machinery, 2018, 49(11): 68-77. (in Chinese with English abstract) | |
[8] | 李蒙良, 王立宗, 廖庆喜, 等. 油菜机直播微垄种床制备过程旋耕后土壤离散元参数标定[J]. 农业工程学报, 2023, 39(20): 10-19. |
LI M L, WANG L Z, LIAO Q X, et al. Calibration of rototilled soil discrete element parameters after rotary tillage in the preparation process of rapeseed mechanized direct seeding micro-ridge seed bed[J]. Transactions of the Chinese Society of Agricultural Engineering, 2023, 39(20): 10-19. (in Chinese with English abstract) | |
[9] | RICHTER C, RÖßLER T, KUNZE G, et al. Development of a standard calibration procedure for the DEM parameters of cohesionless bulk materials: part Ⅱ: efficient optimization-based calibration[J]. Powder Technology, 2020, 360: 967-976. |
[10] | 孙景彬, 刘琪, 杨福增, 等. 黄土高原坡地土壤与旋耕部件互作离散元仿真参数标定[J]. 农业机械学报, 2022, 53(1): 63-73. |
SUN J B, LIU Q, YANG F Z, et al. Calibration of discrete element simulation parameters of sloping soil on Loess Plateau and its interaction with rotary tillage components[J]. Transactions of the Chinese Society for Agricultural Machinery, 2022, 53(1): 63-73. (in Chinese with English abstract) | |
[11] | 李俊伟, 佟金, 胡斌, 等. 不同含水率黏重黑土与触土部件互作的离散元仿真参数标定[J]. 农业工程学报, 2019, 35(6): 130-140. |
LI J W, TONG J, HU B, et al. Calibration of parameters of interaction between clayey black soil with different moisture content and soil-engaging component in northeast China[J]. Transactions of the Chinese Society of Agricultural Engineering, 2019, 35(6): 130-140. (in Chinese with English abstract) | |
[12] | LI Y Y, FAN J L, HU Z C, et al. Calibration of discrete element model parameters of soil around tubers during potato harvesting period[J]. Agriculture, 2022, 12(9): 1475. |
[13] | 王宪良, 钟晓康, 耿元乐, 等. 基于离散元非线性弹塑性接触模型的免耕土壤参数标定[J]. 农业工程学报, 2021, 37(23): 100-107. |
WANG X L, ZHONG X K, GENG Y L, et al. Construction and parameter calibration of the nonlinear elastoplastic discrete element model for no-tillage soil compaction[J]. Transactions of the Chinese Society of Agricultural Engineering, 2021, 37(23): 100-107. (in Chinese with English abstract) | |
[14] | 杨启志, 赫明胜, 施雷, 等. 分层防寒土与接触式清土机具相互作用的离散元仿真参数标定[J]. 江苏大学学报(自然科学版), 2023, 44(1): 52-61. |
YANG Q Z, HE M S, SHI L, et al. Calibration of discrete element simulation parameters for interaction between layered cold soil and contact soil clearing tools[J]. Journal of Jiangsu University(Natural Science Edition), 2023, 44(1): 52-61. (in Chinese with English abstract) | |
[15] | UCGUL M, FIELKE J M, SAUNDERS C. Three-dimensional discrete element modelling (DEM) of tillage: accounting for soil cohesion and adhesion[J]. Biosystems Engineering, 2015, 129: 298-306. |
[16] | LIU M, WANG J L, FENG W Z, et al. Calibration of model parameters for soda saline soil-subsoiling component interaction based on DEM[J]. Applied Sciences, 2023, 13(20): 11596. |
[17] | YANG Z K, ZHANG K P, ZHANG Y, et al. Discrete element method-multibody dynamics coupling simulation and experiment of rotary tillage and ridging process for chili pepper cultivation[J]. Agronomy, 2024, 14(3): 446. |
[18] | 武涛, 黄伟凤, 陈学深, 等. 考虑颗粒间黏结力的黏性土壤离散元模型参数标定[J]. 华南农业大学学报, 2017, 38(3): 93-98. |
WU T, HUANG W F, CHEN X S, et al. Calibration of discrete element model parameters for cohesive soil considering the cohesion between particles[J]. Journal of South China Agricultural University, 2017, 38(3): 93-98. (in Chinese with English abstract) | |
[19] | 向伟, 吴明亮, 吕江南, 等. 基于堆积试验的黏壤土仿真物理参数标定[J]. 农业工程学报, 2019, 35(12): 116-123. |
XIANG W, WU M L, LÜ J N, et al. Calibration of simulation physical parameters of clay loam based on soil accumulation test[J]. Transactions of the Chinese Society of Agricultural Engineering, 2019, 35(12): 116-123. (in Chinese with English abstract) | |
[20] | 贺一鸣, 向伟, 吴明亮, 等. 基于堆积试验的壤土离散元参数的标定[J]. 湖南农业大学学报(自然科学版), 2018, 44(2): 216-220. |
HE Y M, XIANG W, WU M L, et al. Parameters calibration of loam soil for discrete element simulation based on the repose angle of particle heap[J]. Journal of Hunan Agricultural University(Natural Sciences), 2018, 44(2): 216-220. (in Chinese with English abstract) |
[1] | ZHANG Zhi, HE Haohao, YU Miao, XU Jianfeng. Effects of chemical fertilizer reduction combined with soil conditioner on soil acidity, soil nutrients and rice yield [J]. Acta Agriculturae Zhejiangensis, 2025, 37(6): 1301-1308. |
[2] | HE Xinyun, DENG Bichun, HU Qingyu, FENG Hong, GUO Yanbiao. Application of nitrogen fertilizer for banana based on nitrate nitrogen concentration in soil solution [J]. Acta Agriculturae Zhejiangensis, 2025, 37(6): 1319-1326. |
[3] | ZHUO Wenqi, MA Wanzhu, ZHUO Zhiqing, ZHU Kangying. Comparison of properties between soils developed from eluvium and deluvium in subtropical low mountain forest land [J]. Acta Agriculturae Zhejiangensis, 2025, 37(5): 1121-1129. |
[4] | SU Yang, SHANG Xiaolan, QIAN Zhongming, WU Lingen, HUANG Jiaqi, ZHUANG Haifeng, ZHAO Yufei, DANG Hongyang, XU Lijun. Effects of synergistic enhancement of straw returning to the field with decomposition agent and biochar on soil quality and rice growth [J]. Acta Agriculturae Zhejiangensis, 2025, 37(5): 1139-1148. |
[5] | ZHU Zheyi, SHI Fang, NING Ke, ZHENG Shan. Effect of policy incentives on farmer's adoption behavior of conservation tillage technologies: based on the perspectives of factor quality and time preference [J]. Acta Agriculturae Zhejiangensis, 2025, 37(5): 1172-1181. |
[6] | WANG Li, CHEN Liming, WANG Pengfei, ZHANG Bin, MU Xiaopeng. Effects of organic fertilizer combined with bacterial fertilizer on fruit quality and soil properties of Cerasus humilis [J]. Acta Agriculturae Zhejiangensis, 2025, 37(4): 820-830. |
[7] | DU Song, TANG Tao, CHENG Xi, ZHAO Xueping, ZHANG Chunrong, LIANG Xiaoyu, WANG Meng, ZHANG Zhen, LI Yongcheng, ZHANG Chenghui. Exploring the degradation and soil enzyme impact of pyroxasulfone and its main metabolites in soils [J]. Acta Agriculturae Zhejiangensis, 2025, 37(4): 847-857. |
[8] | HUANG Pengwu, WU Qianqian, ZHAO Lifang, SHAO Dezhong, WU Lujie, ZHAO Miyang, TIAN Yu, LU Shenggao. Long-term effects of inorganic conditioner combined with organic manure in ameliorating acidified soil [J]. Acta Agriculturae Zhejiangensis, 2025, 37(4): 858-868. |
[9] | YING Yongfei, HAN Dongxuan, MENG Fang, YU Lin, SHEN Jialuan, WANG Kaiying. Effects of biogas slurry substituting chemical fertilizer on rice yield and quality and soil characteristics [J]. Acta Agriculturae Zhejiangensis, 2025, 37(4): 880-891. |
[10] | XIE Changyan, JIN Yumeng, ZHANG Miao, DONG Qingjun, LI Qing, JI Li, ZHONG Ping, CHEN Chuan, ZHANG Ankang. Application effect of nutrient soil made from river sludge for machine-transplanted rice seedling [J]. Acta Agriculturae Zhejiangensis, 2025, 37(3): 538-547. |
[11] | CHEN Jiayi, ZHOU Qiaojuan, OU Qiuxue, CHEN Shufang, ZHANG Jia’en, WEI Hui. Effects of sterilization methods on physiochemical properties of lateritic red soil in south China [J]. Acta Agriculturae Zhejiangensis, 2025, 37(3): 633-642. |
[12] | LI Dan, LOU Ling, ZHANG Mingkui, YUAN Hangjie, WANG Jingwen. Characteristics of phosphorus accumulation and critical value of phosphorus leaching in vegetable soils of Hangzhou Bay, China [J]. Acta Agriculturae Zhejiangensis, 2025, 37(2): 447-455. |
[13] | WANG Xiangjie, HAN Kefeng, MA Zhengbo, LOU Jin, WANG Shuai, WU Lianghuan. Adaptability and influencing factors of Atriplex canescens growth in Zhejiang Province, China [J]. Acta Agriculturae Zhejiangensis, 2025, 37(1): 134-144. |
[14] | LI Tengfei, YANG Guiling, RUAN Meiying, CHU Tianfen, QIN Hua, DENG Meihua. Effects of fertilizer and pesticide managements on soil health and tomato qualities in greenhouse tomato cultivation [J]. Acta Agriculturae Zhejiangensis, 2025, 37(1): 145-158. |
[15] | ZHU Xiaomei, XING Jincheng, HONG Lizhou, WANG Jianhong, LIU Chong, DONG Jing, SUN Guoli, HE Sunan. Effects of overturning Lolium perenne under different nitrogen rates on carbon, nitrogen and bacterial community structure in saline soil of coastal area [J]. Acta Agriculturae Zhejiangensis, 2025, 37(1): 159-168. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||