智能化农业装备学报(中英文) ›› 2024, Vol. 5 ›› Issue (4): 66-83.DOI: 10.12398/j.issn.2096-7217.2024.04.005
李建平1,2(), 李绍波1, 杨欣1,2, 张阔1, 谢金燕1, 刘树腾1, 姜尊豪1, 张詝1, 王朋1
收稿日期:
2024-05-08
修回日期:
2024-06-28
出版日期:
2024-11-15
发布日期:
2024-11-15
作者简介:
李建平,男,1978年生,河北平山人,硕士,教授;研究方向为果园生产管理机械化及智能装备。E-mail:ljpnd327@126.com
基金资助:
LI Jianping1,2(), LI Shaobo1, YANG Xin1,2, ZHANG Kuo1, XIE Jinyan1, LIU Shuteng1, JIANG Zunhao1, ZHANG Zhu1, WANG Peng1
Received:
2024-05-08
Revised:
2024-06-28
Online:
2024-11-15
Published:
2024-11-15
摘要:
苹果园生产管理面临着劳动力成本上升和人口老龄化的双重挑战,为提高作业效率、降低生产成本、提升果品质量,机械化、智能化技术在苹果园生产管理中的应用愈来愈重要。研究综述宽行密植和间伐提干改造园宜机化作业栽培模式立地条件下苹果园生产管理中智能机械化技术的研究进展;阐述分析果园割草、施药、花果管理、果实采收运输、果树枝条处理等关键环节的机械化技术与装备、智能化技术与装备研究进展,发现现阶段尽管灌溉和施肥等环节机械化程度较高,修剪、疏花、疏果、套袋取袋、采摘等环节仍依赖人工,机械化程度低;且智能技术如无人机、物联网在果园管理中的应用尚不广泛,精准农业和自动化控制等方面有待加强;现有技术独立发展,缺少有效集成,影响生产效率和果品质量提升;技术集成度不高与数据采集与分析能力不足等问题。针对现阶段智慧果园建设的技术模式,需要研发适应不同立地条件的果园机械装备,创建全程机械化示范基地;重点研发关键生产环节的机械化智能化技术,推广易操控的智能机械;利用多源信息感知设备,实现果园环境信息的数字化感知;进行智能决策和精准作业,提高作业效率和质量,通过智慧果园运维系统实现任务分配与调度、作业控制与监测的需求,为构建苹果园生产全程机械化典型应用场景提供技术支撑。
中图分类号:
李建平, 李绍波, 杨欣, 张阔, 谢金燕, 刘树腾, 姜尊豪, 张詝, 王朋. 苹果园生产管理智能机械化技术与装备研究进展与展望[J]. 智能化农业装备学报(中英文), 2024, 5(4): 66-83.
LI Jianping, LI Shaobo, YANG Xin, ZHANG Kuo, XIE Jinyan, LIU Shuteng, JIANG Zunhao, ZHANG Zhu, WANG Peng. Research progress on intelligent mechanization technology and equipment for apple orchard production management[J]. Journal of Intelligent Agricultural Mechanization, 2024, 5(4): 66-83.
1 | 国家统计局. 中国统计年鉴(2023) [EB/OL]. , 2023-12-10. |
2 | 张秀美, 王宏, 刘志, 等. ‘岳帅’苹果不同负载量光照分布与果实品质的关系[J]. 果树学报, 2017, 34(11): 1408-1414. |
ZHANG Xiumei, WANG Hong, LIU Zhi, et al. Relationships between distribution of relative light intensity and quality in ‘Yueshuai’ apple with different fruit loads [J]. Journal of Fruit Science, 2017, 34(11): 1408-1414. | |
3 | 童盼盼, 张亚若, 汤蕾, 等. 光照和温度条件对富士苹果糖心形成的影响[J]. 西北农业学报, 2020, 29(4): 579-586. |
TONG Panpan, ZHANG Yaruo, TANG Lei, et al. Effects of light and temperature on sugar core formation of fuji apple [J]. Acta Agriculturae Boreali-occidentalis Sinica, 2020, 29(4): 579-586. | |
4 | 乔志霞, 霍学喜. 农业劳动力老龄化对土地利用效率的影响[J]. 华南农业大学学报(社会科学版), 2017, 16(5): 61-73. |
QIAO Zhixia, HUO Xuexi. Impact of agricultural labor aging on farmland use efficiency [J]. Journal of South China Agricultural University (Social Science Edition), 2017, 16(5): 61-73. | |
5 | 张聪颖, 畅倩, 霍学喜. 适度规模经营能够降低农产品生产成本吗——基于陕西661个苹果户的实证检验[J]. 农业技术经济, 2018(10): 26-35. |
ZHANG Congyin, CHANG Qian, HUO Xuexi. Can the moderate-scale management really reduce the production costs of agricultural products?—An empirical analysis based on 661 Shaanxi Apple farmers [J]. Agricultural Technology and Economics, 2018(10): 26-35. | |
6 | REN J, LI F, YIN C. Orchard grass safeguards sustainable development of fruit industry in China [J]. Journal of Cleaner Production, 2023, 382: 135291. |
7 | XIANG Y, LI Y, LIU Y, et al. Factors shaping soil organic carbon stocks in grass covered orchards across China: A meta-analysis [J]. Science of the Total Environment, 2022, 807: 150632. |
8 | 王志强, 张敬国, 刘凤之, 等. 果园行间碎草机的研制与试验[J]. 中国农机化学报, 2017, 38(9): 36-39. |
WANG Zhiqiang, ZHANG Jinguo, LIU Fengzhi, et al. Development and experiment of inter-row mower in orchard [J]. Journal of Chinese Agricultural Mechanization, 2017, 38(9): 36-39. | |
9 | 李雪军, 王鹏飞, 杨欣, 等. 果园垄面割草机设计与试验[J]. 中国农机化学报, 2019, 40(5): 47-52. |
LI Xuejun, WANG Pengfei, YANG Xin, et al. Design and test of orchard offset traction type lawn mower [J]. Journal of Chinese Agricultural Mechanization, 2019, 40(5): 47-52. | |
10 | 沈启扬, 雷哓晖, 马拯胞, 等. F.US-UFO型果园避障割草机试验研究[J]. 中国农机化学报, 2021, 42(10): 65-71, 77. |
SHEN Qiyang, LEI Xiaohui, MA Zhenbao, et al. Design and experiment of operation platform for characteristic forest and fruit industry [J]. Journal of Chinese Agricultural Mechanization, 2021, 42(10): 65-71, 77. | |
11 | 杨天, 赵武云, 辛尚龙, 等. 铰接转向果园割草机的设计与试验[J]. 中国农业大学学报, 2022, 27(5): 61-72. |
YANG Tian, ZHAO Wuyun, XIN Shanglong, et al. Design and test of articulated steering orchard mower [J]. Journal of China Agricultural University, 2022, 27(5): 61-72. | |
12 | 李雪军, 王鹏飞, 丁顺荣, 等. 基于虚拟正交试验果园垄面割草机侧刀盘切割性能分析[J]. 中国农业科技导报, 2020, 22(9): 113-121. |
LI Xuejun, WANG Pengfei, DING Shunrong, et al. Cutting performance of side cutter head of orchard mower based on virtual orthogonal test [J]. Journal of Agricultural Science and Technology, 2020, 22(9): 113-121. | |
13 | 王鹏飞, 刘俊峰, 程小龙, 等. 乘坐式果园割草机割刀使用性能研究[J]. 农机化研究, 2015, 37(8): 181-183, 188. |
WANG Pengfei, LIU junfeng, CHENG Xiaolong, et al. A study on the performance of riding orchard mower cutting knives [J]. Journal of Agricultural Mechanization Research, 2015, 37(8): 181-183, 188. | |
14 | 叶鹏云. 割草机刀片激光表面强化的研究[D]. 福州: 福建农林大学, 2016. |
YE Pengyun. Laser surface hardening mower blade [D]. Fuzhou: Fujian Agriculture and Forestry University, 2016. | |
15 | 张校珩. 果园割草机刀片等离子堆焊层组织和耐磨研究[D]. 保定: 河北农业大学, 2019. |
ZHANG Jiaoheng. Study on the organisation and wear resistance of plasma cladding layers on orchard mower blades [D]. Baoding: Hebei Agricultural University, 2019. | |
16 | 刘学串, 钟波, 闵令强, 等. 9GS-2.0割草机的设计及试验 [J]. 中国农机化学报, 2020, 41(3): 79-84. |
LIU Xuechuan, ZHONG Bo, MING Linqiang, et al. Design and test of 9GS-2.0 field mower [J]. Journal of Chinese Agricultural Mechanization, 2020, 41(3): 79-84. | |
17 | 马攀宇, 李善军, 赵纯清, 等. 柑橘园仿形割草机切割器的设计与试验[J]. 华中农业大学学报, 2019, 38(6): 156-162. |
MA Panyu, LI Shanjun, ZHAO Chunqing, et al. Design and test of the orange garden profile mower cutter [J]. Journal of Huazhong Agricultural University, 2019, 38(6): 156-162. | |
18 | 傅美贞, 田军伟, 陈德俊, 等. 小型旋转式割草机研究设计 [J]. 农机化研究, 2018, 40(7): 116-119, 130. |
FU Meizhen, TIAN Junwei, CHEN Dejun, et al. Design of a small rotary mower [J]. Journal of Agricultural Mechanization Research, 2018, 40(7): 116-119, 130. | |
19 | WU B, ZUO T, LI Z, et al. Numerical simulation and optimization of the airflow field of a forage drum mower [J]. Applied Sciences, 2023, 13(10): 5910. |
20 | 任兴涛, 唐灵飞, 仲建军. 小型多功能旋转割刀式割草机设计[J]. 农机化研究, 2020, 42(10): 99-103. |
REN Xingtao, TANG Lingfei, ZHONG Jianjun. Desian of small multi-function rotary cutter mower [J]. Journal of Agricultural Mechanization Research, 2020, 42(10): 99-103. | |
21 | 袁社锋. 计算机图像智能识别下的割草机器人设计研究[J]. 农机化研究, 2024, 46(11): 136-139. |
YUAN Shefeng. Research on design of mowing robot based on computer image intelligent recognition [J]. Journal of Agricultural Mechanization Research, 2024, 46(11): 136-139. | |
22 | 王新彦, 易政洋. 基于改进YOLOv5的割草机器人工作环境障碍物检测方法研究[J]. 中国农机化学报, 2023, 44(3): 171-176. |
WANG Xinyan, YI Zhengyang. Research on obstacle detection method of mowing robot working environment based on improved YOLOv5 [J]. Journal of Chinese Agricultural Mechanization, 2023, 44(3): 171-176. | |
23 | 刘雪美, 刘兴华, 崔慧媛, 等. 作物冠层雾滴沉积研究进展与展望[J]. 农业机械学报, 2021, 52(11): 1-20. |
LIU Xuemei, LIU Xinghua, CUI Huiyuan, et al. Research progress and trend analysis of crop canopy droplet deposition [J]. Transactions of the Chinese Society for Agricultural Machinery, 2021, 52(11): 1-20. | |
24 | NUYTTENS D, BAETENS K, DE SCHAMPHELEIRE M, et al. Effect of nozzle type, size and pressure on spray droplet characteristics [J]. Biosystems engineering, 2007, 97(3): 333-345. |
25 | XUN L, CAMPOS J, SALAS B, et al. Advanced spraying systems to improve pesticide saving and reduce spray drift for apple orchards [J]. Precision Agriculture, 2023: 1-21. |
26 | 邱威, 缪佳佳, 李小龙, 等. 果园多通道定向风送雾化装置设计与试验[J]. 南京农业大学学报, 2020, 43(3): 547-555. |
QIU Wei, MIAO Jiajia, LI Xiaolong, et al. Design and experiment of multi-channel directional atomizer for orchard sprayer [J]. Journal of Nanjing Agricultural University, 2020, 43(3): 547-555. | |
27 | RANTA O, MARIAN O, MUNTEAN M V, et al. Quality analysis of some spray parameters when performing treatments in vineyards in order to reduce environment pollution [J]. Sustainability, 2021, 13(14): 7780. |
28 | DORUCHOWSKI G, HOLOWNICKI R. Environmentally friendly spray techniques for tree crops [J]. Crop Protection, 2000, 19: 617-622. |
29 | 邱威, 孙浩, 孙玉慧, 等. 低矮果园环流式循环风送喷雾机设计与试验[J]. 农业工程学报, 2021, 37(6): 18-25. |
QIU Wei, SUN Hao, SUN Yuhui, et al. Design and test of circulating air-assisted sprayer for dwarfed orchard [J]. Transactions of the Chinese Society of Agricultural Engineering, 2021, 37(6): 18-25. | |
30 | ADE G, MOLARI G, RONDELLI V. Vineyard evaluation of a recycling tunnel sprayer [J]. Transactions of the ASAE, 2005, 48(6): 2105-2112. |
31 | 周良富, 傅锡敏, 丁为民, 等. 组合圆盘式果园风送喷雾机设计与试验[J]. 农业工程学报, 2015, 31(10): 64-71. |
ZHOU Liangfu, FU Ximin, DING Weimin, et al. Design and experiment of combined disc air-assisted orchard sprayer [J]. Transactions of the Chinese Society of Agricultural Engineering, 2015, 31(10): 64-71. | |
32 | 房开拓, 周良富, 尤丽华. 果园仿形风送喷雾机构设计与试验[J]. 中国农机化学报, 2022, 43(3): 68-74, 83. |
FANG Kaituo, ZHOU Liangfu, YOU Lihua, et al. Design and evaluation of orchard profiling pneumatic sprayer [J]. Journal of Chinese Agricultural Mechanization, 2022, 43(3): 68-74, 83. | |
33 | 遇宝俊. 多关节树木仿形喷雾机及其关键部件研究[D]. 南京: 南京林业大学, 2014. |
YU Baojun. Research on multi-joint tree profiling sprayer and its key components [D]. Nanjing: Nanjing Forestry University, 2014. | |
34 | 李建平, 茹煜, 倪佳胜, 等. 梯形果园风送静电喷雾机仿真分析及试验[J]. 江苏大学学报(自然科学版), 2023, 44(1): 45-51. |
LI Jianping, RU Yi, NI Jiasheng, et al. Simulation analysis and experiment of trapezoidal orchard air delivery electrostatic spray machine [J]. Journal of Jiangsu University(Natural Science Edition), 2023, 44(1): 45-51. | |
35 | 周良富, 张玲, 薛新宇,等. 3WQ-400型双气流辅助静电果园喷雾机设计与试验[J]. 农业工程学报, 2016, 32(16): 45-53. |
ZHOU Liangfu, ZHANG Ling, XUE Xinyu, et al. Design and experiment of 3WQ-400 double air-assisted electrostatic orchard sprayer [J]. Transactions of the Chinese Society of Agricultural Engineering, 2016, 32(16): 45-53. | |
36 | 王志强, 郝志强, 刘凤之, 等. 气力雾化风送式果园静电弥雾机的研制与试验[J]. 果树学报, 2017, 34(9): 1161-1169. |
WANG Zhiqiang, HAO Zhiqiang, LIU Fengzhi, et al. Design and experiment of an air-atomized, air-assisted and electrostatic orchard sprayer [J]. Journal of Fruit Science, 2017, 34(9): 1161-1169. | |
37 | 樊桂菊, 牛成强, 张震明, 等. 多气流协同式果园V形防飘喷雾装置设计与试验[J]. 农业机械学报, 2022, 53(3): 138-147. |
FAN Guiju, NIU Chengqiang, ZHANG Zhenming, et al. Design and experiment of V-shaped orchard anti-drift spray device with multi-airflow cooperation [J]. Transactions of the Chinese Society for Agricultural Machinery, 2022, 53(3): 138-147. | |
38 | FAN G, WANG S, BAI P, et al. Research on droplets deposition characteristics of anti-drift spray device with multi-airflow synergy based on CFD simulation [J]. Applied Sciences 2022, 12: 7082. |
39 | 李建平, 李绍波, 于少猛, 等. 伞形风场式防飘喷雾装置沉积特性研究[J]. 农业机械学报, 2023, 54(10): 80-91, 151. |
LI Jianping, LI Shaobo, YU Shao, et al. Deposition characteristics of umbrella wind field type anti-drift spray device [J]. Transactions of the Chinese Society for Agricultural Machinery, 2023, 54(10): 80-91, 151. | |
40 | 刘羊, 刘宇洋, 陈江春, 等. 标准化果园多功能作业平台关键技术研究现状与趋势[J]. 智能化农业装备学报(中英文), 2024, 5(1): 31-39. |
LIU Yang, LIU Yuyang, CHEN Jiangchun, et al. Research status and trend of key technologies of standardized orchard multi-functional operation platform [J]. Journal of Intelligent Agricultural Mechanization, 2024, 5(1): 31-39. | |
41 | 杨涛, 孙付春, 黄波, 等. 果园作业平台关键技术研究进展[J]. 中国农机化学报, 2024, 45(1): 152-159. |
YANG Tao, SUN Fuchun, HUANG Bo, et al. Research progress on key technologies of orchard operating platform [J]. Journal of Chinese Agricultural Mechanization, 2024, 45(1): 152-159. | |
42 | 李正超, 唐乐为, 吴明亮, 等. 偏移剪叉式油茶果收集装置设计与试验[J]. 农业工程学报, 2024, 40(3): 62-71. |
LI Zhengchao, TANG Lewei, WU Mingliang, et al. Design and test of the fruit collecting device of camellia oleifera with anqular scissor mechanism [J]. Transactions of the Chinese Society of Agricultural Engineering, 2024, 40(3): 62-71. | |
43 | 崔志超, 管春松, 陈永生, 等. 温室用小型多功能电动履带式作业平台设计[J]. 农业工程学报, 2019, 35(9): 48-57. |
CUI Zhichao, GUAN Chunsong, CHEN Yongsheng, et al. Design of small multi-functional electric crawler platform for greenhouse [J]. Transactions of the Chinese Society of Agricultural Engineering, 2019, 35(9): 48-57. | |
44 | 畅博彦, 闫圣杰, 梁栋, 等. 具有变泊松运动特性的剪叉式折展机构运动学分析[J]. 工程设计学报, 2024, 31(1): 20-30. |
CHANG Boyan, YAN Shengjie, LIANG Dong, et al. Kinematics analysis of scissor deployable mechanism with variable Poisson motion characteristics [J]. Chinese Journal of Engineering Design, 2024, 31(1): 20-30. | |
45 | 樊桂菊, 李钊, 毛文华, 等. 基于工作空间的果园作业平台结构参数优化与试验[J]. 农业机械学报, 2021, 52(4): 34-42, 265. |
FAN Guiju, LI Zhao, MAO Wenhua, et al. Structure parameter optimization and experiment of orchard platform based on workspace [J]. Transactions of the Chinese Society for Agricultural Machinery, 2021, 52(4): 34-42, 265. | |
46 | 刘伟起, 刘洪杰, 史璐, 等. 履带式果园作业平台结构稳定性分析与研究[J]. 农机化研究, 2024, 46(4): 42-47. |
LIU Weiqi, LIU Hongjie, SHI Lu, et al. Analysis and research on structural stability of tracked orchard operation platform [J]. Journal of Agricultural Mechanization Research, 2024, 46(4): 42-47. | |
47 | 刘佳奇, 邱绪云, 高琦, 等. 果园作业平台车架耐久性研究[J]. 中国农机化学报, 2024, 45(1): 160-168. |
LIU Jiaqi, QIU Xuyun, GAO Qi, et al. Research on durability of platform frame for orchard operation [J]. Journal of Chinese Agricultural Mechanization, 2024, 45(1): 160-168. | |
48 | 王丙龙, 郝欢欢, 聂森, 等. 果园采摘平台振动性能试验[J]. 农机化研究, 2016, 38(4): 213-216. |
WANG Binglong, HAO Huanhuan, NIE Sen, et al. Vibration performance test of orchard picking platform [J]. Journal of Agricultural Mechanization Research, 2016, 38(4): 213-216. | |
49 | 冯青春, 赵春江, 李涛, 等. 苹果四臂采摘机器人系统设计与试验[J]. 农业工程学报, 2023, 39(13): 25-33. |
FENG Qingchun, ZHAO Chunjiang, LI Tao, et al. Design and test of a four-arm apple harvesting robot [J]. Transactions of the Chinese Society of Agricultural Engineering, 2023, 39(13): 25-33. | |
50 | 张阳, 黄俊华, 石富磊, 等. 背负式苹果采收一体机的设计与试验[J]. 制造业自动化, 2020, 42(2): 102-106. |
ZHNAG Yang, HUANG Junhua, SHI Fulei, et al. Design and experimental of backpacked apple harvester [J]. Manufacturing Automation, 2020, 42(2): 102-106. | |
51 | 李彦晶, 罗钿, 冯宇龙, 等. 基于切割的便携式苹果采摘装置的设计与试验[J]. 中国农机化学报, 2019, 40(2): 51-54, 96. |
LI Yanjing, LUO Dian, FENG Yulong, et al. Design and experiment of a cutting-based portable apple picker [J]. Journal of Chinese Agricultural Mechanization, 2019, 40(2): 51-54, 96. | |
52 | 邓小雷, 罗忠祎, 庞景权, 等. 仿生无损吸取式苹果采摘装置的设计与试验[J]. 中国农业大学学报, 2019, 24(10): 100-108. |
DENG Xiaolei, LUO Zhongyi, PANG Jingquan, et al. Design and experiment of bionic nondestructive handheld suction apple picker [J]. Journal of China Agricultural University, 2019, 24(10): 100-108. | |
53 | 苗玉彬, 郑家丰. 苹果采摘机器人末端执行器恒力柔顺机构研制[J]. 农业工程学报, 2019, 35(10): 19-25. |
MIAO Yubing, ZHANG Jiafeng. Development of compliant constant-force mechanism for end effector of apple picking robot [J]. Transactions of the Chinese Society of Agricultural Engineering, 2019, 35(10): 19-25. | |
54 | 陈春皓, 张建路, 李建平, 等. 苹果采摘管道气力输送进风装置参数优化[J]. 果树学报, 2022, 39(7): 1308-1322. |
CHEN Chunhao, ZHANG Jianlu, LI Jianping, et al. Parameter optimization of pneumatic conveying air inlet device in apple picking pipeline [J]. Journal of Fruit Science, 2022, 39(7): 1308-1322. | |
55 | 尚书旗, 李成鹏, 何晓宁, 等. 高酸苹果振动式采摘机设计与试验[J]. 农业机械学报, 2023, 54(3): 115-125, 168. |
SHANG Shuqi, LI Chengpeng, HE Xiaoning, et al. Design and experiment of high-acid apple vibrating picker [J]. Transactions of the Chinese Society for Agricultural Machinery, 2023, 54(3): 115-125, 168. | |
56 | 杨欣, 姜尊豪, 李建平, 等. 摇枝式加工型苹果采摘振动参数仿真优化与试验[J]. 农业机械学报, 2024, 27(3): 1-13. |
YANG Xin, JIANG Zunhao, LI Jianping, et al. Simulation optimization and experiment of vibration parameters of apple picking by shaking branch processing [J]. Transactions of the Chinese Society for Agricultural Machinery, 2024, 27(3): 1-13. | |
57 | 刘晓雯, 郭彩玲. 基于振动采摘的苹果树枝干动力学特性[J]. 林业工程学报, 2021, 6(3): 120-126. |
LIU Xiaowen, GUO Cailing. Study on dynamic characteristics of apple tree branches based on vibration picking [J]. Journal of Forestry Engineering, 2021, 6(3): 120-126. | |
58 | 戚得众, 郭林, 阮晓松, 等. 果园运输车减振降损性能[J]. 科学技术与工程, 2021, 21(23): 9775-9781. |
QI Dezhong, GUO Lin, RUAN Xiaosong, et al. Vibration reduction and loss reduction performance of orchard transport trolley [J]. Science Technology and Engineering, 2021, 21(23): 9775-9781. | |
59 | 王佳, 李绍波, 陈春皓, 等. 果箱包装结构对苹果损伤特性的影响[J]. 包装与食品机械, 2023, 41(1): 48-54. |
WANG Jia, LI Shaobo, CHEN Chunhao, et al. Effects of packing structure of fruit box on damage characteristics of apples [J]. Packaging and Food Machinery, 2023, 41(1): 48-54. | |
60 | 李传友, 张莉, 刘京蕊, 等. 不同果园枝条修剪量及资源化利用分析[J]. 中国果树, 2022(4): 80-83. |
LI Chuanyou, ZHANG Li, LIU Jingrui, et al. Analysis on pruning amount and resource utilization of branches in different orchards [J]. China Fruits, 2022(4): 80-83. | |
61 | 王治樵. 现代苹果园高效修剪机械的设计与研究[D]. 泰安: 山东农业大学, 2023. |
WANG Zhijiao. Design and research of efficient pruning machinery for modern apple orchards [D]. Tai'an: Shandong Agricultural University, 2023. | |
62 | 常钧翔, 张衍林, 李善军, 等. 双边齐切式柑橘修剪机设计[J]. 华中农业大学学报, 2019, 38(3): 104-111. |
CHANG Junxiang, ZHANG Yanlin, LI Shanjun, et al. Design of citrus trimmer with bilateral and neat trim [J]. Journal of Huazhong Agricultural University, 2019, 38(3): 104-111. | |
63 | 公彦晨. 丘陵果园单轨自走式枝条粉碎机研制与试验[D]. 泰安: 山东农业大学, 2023 |
GONG Yanchen. Development and test of single-track self-propelled branch crusher for hilly orchards [D]. Tai'an: Shandong Agricultural University, 2023 | |
64 | 刘健, 邓永进, 王川, 等. 自走式双边桑树修剪机设计与试验[J]. 农机化研究, 2021, 43(6): 105-110, 120. |
LIU Jian, DENG Yongjin, WANG Chuan, et al. Design and test of a self-propelled bilateral mulberry pruner [J]. Journal of Agricultural Mechanization Research, 2021, 43(6): 105-110, 120. | |
65 | 丁素明, 薛新宇, 蔡晨, 等. 梨树枝条切割装置刀片参数优化与试验[J]. 农业工程学报, 2015, 31(S2): 75-82. |
DING Suming, XUE Xinyu, CAI Chen, et al. Optimization and experiment of blade parameter for pear branches cutting device [J]. Transactions of the Chinese Society of Agricultural Engineering, 2015, 31(S2): 75-82. | |
66 | 康峰, 仝思源, 张汉石, 等. 苹果枝条往复式切割剪枝参数分析与试验[J]. 农业工程学报, 2020, 36(16): 9-16. |
KANG Feng, TONG Siyuan, ZHANG Hanshi, et al. Analysis and experiments of reciprocating cutting parameters for apple tree branches [J]. Transactions of the Chinese Society of Agricultural Engineering, 2020, 36(16): 9-16. | |
67 | 张佳喜, 刘旋峰, 牛长河, 等. 新型滚刀式棉秸秆粉碎回收机的研制[J]. 农机化研究, 2012, 34(1): 95-98. |
ZHANG Jiaxi, LIU Xuanfeng, NIU Changhe, et al. Design of cotton stalk of crushing and reclaiming machine [J]. Journal of Agricultural Mechanization Research, 2012, 34(1): 95-98. | |
68 | 李宁. 滚刀式果园枝条粉碎装置的设计与研究[D]. 石河子: 石河子大学, 2022. |
LI Ning. The design and research of the cutter-type orchard branch crushing device [D]. Shihezi: Shihezi University, 2022. | |
69 | 李辉. 现代果园枝条粉碎机捡拾喂入机理及装置研究[D]. 保定: 河北农业大学, 2021. |
LI Hui. Research on picking-up and feeding mechanism and device of modern orchard branches smasher [D]. Baoding:Hebei Agricultural University, 2021. | |
70 | 王涛, 柳国光, 楼婷婷, 等. 丘陵山区果树枝条粉碎机的研制与试验[J]. 中国农机化学报, 2019, 40(3): 88-94. |
WANG Tao, LIU Guoguang, LOU Tingting, et al. Development and test of fruit tree branches grinder in hilly area [J]. Journal of Chinese Agricultural Mechanization, 2019, 40(3): 88-94. | |
71 | 万先起, 蒋辉霞, 徐一, 等. 履带式枝条粉碎机研究[J]. 现代农业科技, 2022(22): 137-140. |
WAN Xianqi, JIANG Huixia, XU Yi, et al. Research on tracked branch shredders [J]. Modern Agricultural Science and Technology, 2022(22): 137-140. | |
72 | 张隆梅, 刘岗微, 齐彦栋, 等. 农业机械无人驾驶系统关键技术研究进展[J]. 智能化农业装备学报(中英文), 2022, 3(1): 27-36. |
ZHANG Longmei, LIU Gangwei, QI Yandong, et al. Research progress on key technologies of agricultural machinery unmanned driving system [J]. Journal of Intelligent Agricultural Mechanization (in Chinese and English), 2022, 3(1): 27-36. | |
73 | 崔鑫宇, 崔冰波, 马振, 等. 几何路径跟踪组合算法及其农业机械自动导航应用[J]. 智能化农业装备学报(中英文), 2023, 4(3): 24-31. |
CUI Xinyu, CUI Bingbo, MA Zhen, et al. Integration of geometric-based path tracking controller and its application in agricultural machinery automatic navigation [J]. Journal of Intelligent Agricultural Mechanization, 2023, 4(3): 24-31. | |
74 | 张磊, 刘义亭, 陈光明, 等. 基于超声波传感器的巡检机器人导航纠偏研究[J]. 智能化农业装备学报(中英文), 2022, 3(2): 64-70. |
ZHANG Lei, LIU Yiting, CHEN Guangming, et al. Research on navigation and rectification of inspection robot based on ultrasonic sensor [J]. Journal of Intelligent Agricultural Mechanization, 2022, 3(2): 64-70. | |
75 | 钱震杰, 金诚谦, 刘政, 等. 无人农场中的智能控制技术应用现状与趋势[J]. 智能化农业装备学报(中英文), 2023, 4(3): 1-13. |
QIAN Zhenjie, JIN Chengqian, LIU Zheng, et al. Development status and trends of intelligent control technology in unmanned farms [J]. Journal of Intelligent Agricultural Mechanization, 2023, 4(3): 1-13. | |
76 | 赵永春, 张庆, 尤泳, 等. 基于虚拟雷达和两级神经网络的割草机路径跟踪算法[J]. 农业机械学报, 2023, 54(4): 222-232, 267. |
ZHAO Yongchun, ZHANG Qing, YOU Yong, et al. Path Tracking algorithm for mower based on virtual radar and two-level neural Network [J]. Transactions of the Chinese Society for Agricultural Machinery, 2023, 54(4): 222-232, 267. | |
77 | 白刚. 卡尔曼滤波在割草机器人路径追踪优化中应用 [J]. 农机化研究, 2021, 43(6): 47-51. |
BAI Gang. The application of Kalman filtering in path tracking optimization for mowing robot [J]. Journal of Agricultural Mechanization Research, 2021, 43(6): 47-51. | |
78 | 谢金燕, 刘丽星, 杨欣, 等. 改进粒子群优化算法的果园割草机作业路径规划[J]. 中国农业大学学报, 2023, 28(11): 182-191. |
XIE Jingyan, LIU Lixing, YANG Xin, et al. Orchard lawn mower operation path planning based on improved particle swarm optimization algorithm [J]. Journal of China Agricultural University, 2023, 28(11): 182-191. | |
79 | 王新彦, 冠杰, 张凯, 等. 基于改进A*算法和DFS算法的割草机器人遍历路径规划[J]. 中国农机化学报, 2023, 44(2): 142-147. |
WANG Xinyan, GUAN Jie, ZHANG Kai, et al. Traversal path planning of lawn mower robot based on improved A* algorithm and DFS algorithm [J]. Journal of Chinese Agricultural Mechanization, 2023, 44(2): 142-147. | |
80 | 陈镜宇, 郭志军, 尹亚昆. 基于混合算法的智能割草机全遍历路径规划及其系统设计[J]. 计算机科学, 2021, 48(S1): 633-637. |
CHEN Jingyu, GUO Zhijun, YI Yakun, et al. Full traversal path planning and system design of intelligent lawn mower based on hybrid algorithm [J]. Computer Science, 2021, 48(S1): 633-637. | |
81 | 史璐, 刘洪杰, 刘伟起, 等. 基于激光雷达的果园割草机避障方法研究[J]. 农机化研究, 2023, 45(2): 62-66. |
SHI Lu, LIU Hongjie, LIU Weiqi, et al. Research on obstacle avoidance method of orchard mower based on lidar [J]. Journal of Agricultural Mechanization Research, 2023, 45(2): 62-66. | |
82 | 王新彦, 张凯, 盛冠杰, 等. 基于单线激光雷达的割草机器人建图方法研究[J]. 中国农机化学报, 2022, 43(10): 51-56. |
WANG Xinyan, ZHANG Kai, SHENG Guanjie, et al. Research on the mapping method of a mowing robot based on single-line LiDAR [J]. Journal of Chinese Agricultural Mechanization, 2022, 43(10): 51-56. | |
83 | 冯吉. 基于机器视觉和激光雷达的割草机前方障碍物检测[D]. 保定: 河北农业大学, 2021. |
FENG Ji. Obstacle detection in front of mower based on machine vision and lidar [D]. Baoding: Hebei Agricultural University, 2021. | |
84 | 孙伟, 李文俊. 割草机器人路径规划研究——基于改进蚁群算法和计算机视觉[J]. 农机化研究, 2022, 44(1): 146-150. |
SUN Wei, LI Wenjun. Research on path planning of mowing robot based on improved ant colony algorithm and computer vision [J]. Journal of Agricultural Mechanization Research, 2022, 44(1): 146-150. | |
85 | 訾涛. 割草机器人路径规划的研究——基于机器视觉和人工势场算法[J]. 农机化研究, 2021, 43(7): 202-206. |
ZI Tao. Research on path planning of mowing robot based on machine vision and artificial potential field algorithm [J]. Journal of Agricultural Mechanization Research, 2021, 43(7): 202-206. | |
86 | ZHANG W, WANG S, WANG T, et al. Research on the local path planning of an orchard mowing robot based on an elliptic repulsion scope boundary constraint potential field method [J]. Frontiers in Plant Science, 2023, 14: 1184352. |
87 | SONG Y, SUN H, LI M, et al. Technology application of smart spray in agriculture: A review [J]. Intelligent Automation & Soft Computing, 2015, 21(3): 319-333. |
88 | 陈泽鸿, 陈建泽, 宋淑然, 等. 果园悬挂式柔性对靶喷雾装置研制与试验[J]. 农业工程学报, 2022, 38(18): 11-20. |
CHEN Zehong, CHEN Jianze, SONG Shuran, et al. Development and experiments of the hanging flexible targeted spray device for orchards [J]. Transactions of the Chinese Society of Agricultural Engineering, 2022, 38(18): 11-20. | |
89 | 王亚雄, 康峰, 李文彬. 林木精准对靶施药技术现状及趋势[J]. 广东农业科学, 2013, 40(23): 83-87. |
WANG Yaxiong, KANG Feng, LI Wenbin. Status and trend of forest precise targeted spray technique [J]. Guangdong Agricultural Sciences, 2013, 40(23): 83-87. | |
90 | GU C, WANG X, WANG X, et al. Research progress on variable-rate spraying technology in orchards [J]. Applied Engineering in Agriculture, 2020, 36(6): 927-942. |
91 | DORUCHOWSKI G, SWIECHOWSKI W, GODYN A, et al. Automatically controlled sprayer to implement spray drift reducing application strategies in orchards [J]. Journal of Fruit and Ornamental Plant Research, 2011, 19: 175-182. |
92 | HONG S W, ZHAO L, ZHU H. CFD simulation of airflow inside tree canopies discharged from air-assisted sprayers [J]. Computers and Electronics in Agriculture, 2018, 149: 121-132. |
93 | LI Q, XUE Y. Total leaf area estimation based on the total grid area measured using mobile laser scanning [J]. Computers and Electronics in Agriculture, 2023, 204: 107503. |
94 | HOŁOWNICKI R, DORUCHOWSKI G, ŚWIECHOWSKI W, et al. Variable air assistance system for orchard sprayers; concept, design and preliminary testing [J]. Biosystems Engineering, 2017, 163: 134-149. |
95 | DOU H, ZHAI C, CHEN L, et al. Comparison of orchard target-oriented spraying systems using photoelectric or ultrasonic sensors [J]. Agriculture, 2021, 11(8): 753. |
96 | 张志. 基于机器视觉的雾滴沉积特性检测系统设计及关键技术研究[D]. 郑州: 河南农业大学, 2021. |
ZHNAG Zhi. Design and key technology research on detection system of droplet deposition characteristics based on machine vision[D]. Zhengzhou: Henan Agricultural University, 2021. | |
97 | 亢洁, 刘港, 郭国法. 基于ImagePy的水敏纸图像预处理及液滴参数测量[J]. 科学技术与工程, 2021, 21(13): 5405-5414. |
KANG Jie, LIU Gang, GUO Guofa. Image preprocessing and droplet parameter measurement of water-sensitive paper based on ImagePy [J]. Science Technology and Engineering, 2021, 21(13): 5405-5414. | |
98 | LIU J, YU S, LIU X, et al. A novel optical shadow edge imaging method based fast in-situ measuring portable device for droplet deposition [J]. Computers and Electronics in Agriculture, 2024, 217: 108632. |
99 | 金生, 蒋蘋, 杨俊朗, 等. 货箱自适应调平果园作业平台设计与试验[J]. 江西农业大学学报, 2022, 44(3): 714-724. |
JING Sheng, JIANG Pin, YANG Junlang, et al. Design and testing of adaptive levelling orchard working platform for cargo box [J]. Acta Agriculturae Universitatis Jiangxiensis, 2022, 44(3): 714-724. | |
100 | 刘丽星, 刘洪杰, 裴晓康, 等. 果园作业平台静态防倾翻控制系统的设计[J]. 农机化研究, 2022, 44(8): 92-96. |
LIU Lixing, LIU Hongjie, PEI Xiaokang, et al. Design of static anti-tipping control system for orchard operation platform [J]. Journal of Agricultural Mechanization Research, 2022, 44(8): 92-96. | |
101 | 樊桂菊, 王永振, 张晓辉, 等. 果园升降平台自动调平控制系统设计与试验[J]. 农业工程学报, 2017, 33(11): 38-46. |
FAN Guiju, WANG Yongzhen, ZHANG Xiaohui, et al. Design and experiment of automatic leveling control system for orchards lifting platform [J]. Transactions of the Chinese Society of Agricultural Engineering, 2017, 33(11): 38-46. | |
102 | 王永振, 樊桂菊, 宋月鹏, 等. 果园升降平台自动调平控制系统设计[J]. 中国农机化学报, 2017, 38(1): 96-101. |
WANG Yongzhen, FAN Guiju, SONG Yuepeng, et al. Design of automatic leveling control system for orchard lifting platform [J]. Journal of Chinese Agricultural Mechanization, 2017, 38(1): 96-101. | |
103 | 杨径, 陆华忠, 李君, 等. 果园升降平台调平机构建模与仿真[J]. 农机化研究, 2018, 40(5): 111-116. |
YANG Jin, LU Huazhong, LI Jun, et al. Modeling and simulation of orchard self-leveling mechanism [J]. Journal of Agricultural Mechanization Research, 2018, 40(5): 111-116. | |
104 | WANG M, XU J, ZHANG J, et al. An autonomous navigation method for orchard rows based on a combination of an improved A-star algorithm and SVR [J]. Precision Agriculture, 2024: 1-25. |
105 | HUANG S, PAN K, WANG S, et al. Design and test of an automatic navigation fruit-picking platform [J]. Agriculture, 2023, 13(4): 882. |
106 | FEI Z, VOUGIOUKAS S G. Co-robotic harvest-aid platforms: Real-time control of picker lift heights to maximize harvesting efficiency [J]. Computers and Electronics in Agriculture, 2021, 180: 105894. |
107 | 马瑞峻, 陈瑜, 张小花, 等. 苹果机械化采收发展历程、模式及其技术现状[J]. 中国农机化学报, 2024, 45(1): 301-306, 329. |
MA Ruijun, CHEN Yu, ZHANG Xiaohua, et al. Development process, mode and technology status of apple mechanized harvesting [J]. Journal of Chinese Agricultural Mechanization, 2024, 45(1): 301-306, 329. | |
108 | 陈青, 殷程凯, 郭自良, 等. 苹果采摘机器人关键技术研究现状与发展趋势[J]. 农业工程学报, 2023, 39(4): 1-15. |
CHEN Qing, YIN Chengkai, GUO Ziliang, et al. Current status and future development of the key technologies for apple picking robots [J]. Transactions of the Chinese Society of Agricultural Engineering, 2023, 39(4): 1-15. |
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