Development and evaluation of an intelligent multivariable spraying robot for orchards and nurseries

被引:13
作者
Liu, Hui [1 ]
Du, Zhipeng [1 ]
Shen, Yue [1 ]
Du, Wei [1 ]
Zhang, Xuan [1 ]
机构
[1] Jiangsu Univ, Sch Elect & Informat Engn, Zhenjiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Precision agriculture; Multivariable spraying; Spraying robot; 3D-LiDAR detection;
D O I
10.1016/j.compag.2024.109056
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Pesticide spraying is one of the important measures to protect crops from pests and diseases in agricultural environment. In this paper, a precision multivariable spraying robot with swing fan structure is designed. The robot has the characteristics of variable flow rate, variable air volume, adjustable droplet diameter and adjustable spray direction. The function of changing spray direction is realized by crank rocker mechanism, and its swing angle reaches up to 30 degrees. degrees . Target plants are extracted from the orchard environment point cloud by an improved DBSCAN(Density Based Spatial Clustering of Applications with Noise) algorithm. A multivariable spray model was proposed for controlling each spray unit and air-assisted unit according to the extracted target plant information. Further more, the robot can change the droplet diameter by adjusting the rotating speed of the centrifugal nozzle. The experiment results show that the multivariable spraying robot reduces the spray dosage by 83% compared with conventional spray and the spray effect is improved.
引用
收藏
页数:9
相关论文
共 26 条
[1]   Development of a sweet pepper harvesting robot [J].
Arad, Boaz ;
Balendonck, Jos ;
Barth, Ruud ;
Ben-Shahar, Ohad ;
Edan, Yael ;
Hellstrom, Thomas ;
Hemming, Jochen ;
Kurtser, Polina ;
Ringdahl, Ola ;
Tielen, Toon ;
van Tuijl, Bart .
JOURNAL OF FIELD ROBOTICS, 2020, 37 (06) :1027-1039
[2]   Site-specific orchard sprayer equipped with machine vision for chemical usage management [J].
Asaei, Habil ;
Jafari, Abdolabbas ;
Loghavi, Mohammad .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 162 :431-439
[3]   2D LiDAR-Based System for Canopy Sensing in Smart Spraying Applications [J].
Baltazar, Andre Rodrigues ;
Dos Santos, Filipe Neves ;
De Sousa, Miguel Leao ;
Moreira, Antonio Paulo ;
Cunha, Jose Boaventura .
IEEE ACCESS, 2023, 11 :43583-43591
[4]   Design and evaluation of a robotic apple harvester using optimized picking patterns [J].
Bu, Lingxin ;
Chen, Chengkun ;
Hu, Guangrui ;
Sugirbay, Adilet ;
Sun, Hongxia ;
Chen, Jun .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2022, 198
[5]   Effect of Droplet Size Parameters on Droplet Deposition and Drift of Aerial Spraying by Using Plant Protection UAV [J].
Chen, Shengde ;
Lan, Yubin ;
Zhou, Zhiyan ;
Ouyang, Fan ;
Wang, Guobin ;
Huang, Xiaoyu ;
Deng, Xiaoling ;
Cheng, Shengnan .
AGRONOMY-BASEL, 2020, 10 (02)
[6]   Comparison of Orchard Target-Oriented Spraying Systems Using Photoelectric or Ultrasonic Sensors [J].
Dou, Hanjie ;
Zhai, Changyuan ;
Chen, Liping ;
Wang, Xiu ;
Zou, Wei .
AGRICULTURE-BASEL, 2021, 11 (08)
[7]   Fast-growing forest pruning robot structure design and climbing control [J].
Fu, Guang-Hua ;
Liu, Xue-Mei ;
Chen, Yan-Fu ;
Yuan, Jin .
ADVANCES IN MANUFACTURING, 2015, 3 (02) :166-172
[8]   Accurate Variable Control System for Boom Sprayer Based on Auxiliary Antidrift System [J].
Fu, Jun ;
Chen, Chao ;
Zhao, Rongqiang ;
Ren, Luquan .
JOURNAL OF SENSORS, 2020, 2020
[9]   Persistent negative effects of pesticides on biodiversity and biological control potential on European farmland [J].
Geiger, Flavia ;
Bengtsson, Jan ;
Berendse, Frank ;
Weisser, Wolfgang W. ;
Emmerson, Mark ;
Morales, Manuel B. ;
Ceryngier, Piotr ;
Liira, Jaan ;
Tscharntke, Teja ;
Winqvist, Camilla ;
Eggers, Sonke ;
Bommarco, Riccardo ;
Part, Tomas ;
Bretagnolle, Vincent ;
Plantegenest, Manuel ;
Clement, Lars W. ;
Dennis, Christopher ;
Palmer, Catherine ;
Onate, Juan J. ;
Guerrero, Irene ;
Hawro, Violetta ;
Aavik, Tsipe ;
Thies, Carsten ;
Flohre, Andreas ;
Hanke, Sebastian ;
Fischer, Christina ;
Goedhart, Paul W. ;
Inchausti, Pablo .
BASIC AND APPLIED ECOLOGY, 2010, 11 (02) :97-105
[10]   An intelligent spraying robot based on plant bulk volume [J].
Hejazipoor, Hojat ;
Massah, Jafar ;
Soryani, Mohsen ;
Vakilian, Keyvan Asefpour ;
Chegini, Gholamreza .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 180