Design and evaluation of the target spray platform

The target-oriented spraying is an effective way to minimize chemical input in agricultural production and it is important to actualizing sustainable agriculture. This article focused on the design and optimization of the target spray platform. The spray platform consists of three parts: the vision...

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Main Authors: Mingchuan Zhou, Huanyu Jiang, Zhenshan Bing, Hang Su, Alois Knoll
Format: Article
Language:English
Published: SAGE Publishing 2021-03-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881421996146
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spelling doaj-6da95c3848ae448698fb6ea60e40af822021-03-06T01:33:20ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142021-03-011810.1177/1729881421996146Design and evaluation of the target spray platformMingchuan Zhou0Huanyu Jiang1Zhenshan Bing2Hang Su3Alois Knoll4 Chair of Robotics, Artificial Intelligence and Real-Time Systems, Department of Computer Science, , Munich, Germany College of Biosystems Engineering and Food Science, , Hangzhou, China Chair of Robotics, Artificial Intelligence and Real-Time Systems, Department of Computer Science, , Munich, Germany Department of Electronics, Information and Bioengineering, , Milan, Italy Chair of Robotics, Artificial Intelligence and Real-Time Systems, Department of Computer Science, , Munich, GermanyThe target-oriented spraying is an effective way to minimize chemical input in agricultural production and it is important to actualizing sustainable agriculture. This article focused on the design and optimization of the target spray platform. The spray platform consists of three parts: the vision system, the spray system, and the moving platform. All components were effectively connected and preliminarily evaluated especially regarding the response time and target spray accuracy. A simulation system was built considering the real crop geometric shape and nozzle spray pattern using the Monte Carlo method. The spray simulator was used to optimize the spray height objective function of spray deposition rate and coefficient of variance for the spray deposition. The spray process can be easily visualized and compared for different spray parameters. The indoor experiment setup was built to test and optimize the parameters of the overall system, which is flexible to verify the system. Afterward, the outdoor tractor-based equipment was designed to test the system for the field environment. The experimental result showed that 80% of the crop had a spray deviation from 0 mm to 28 mm and the proposed spraying system can reduce 46.8% usage of the chemical compared to the uniform spray method.https://doi.org/10.1177/1729881421996146
collection DOAJ
language English
format Article
sources DOAJ
author Mingchuan Zhou
Huanyu Jiang
Zhenshan Bing
Hang Su
Alois Knoll
spellingShingle Mingchuan Zhou
Huanyu Jiang
Zhenshan Bing
Hang Su
Alois Knoll
Design and evaluation of the target spray platform
International Journal of Advanced Robotic Systems
author_facet Mingchuan Zhou
Huanyu Jiang
Zhenshan Bing
Hang Su
Alois Knoll
author_sort Mingchuan Zhou
title Design and evaluation of the target spray platform
title_short Design and evaluation of the target spray platform
title_full Design and evaluation of the target spray platform
title_fullStr Design and evaluation of the target spray platform
title_full_unstemmed Design and evaluation of the target spray platform
title_sort design and evaluation of the target spray platform
publisher SAGE Publishing
series International Journal of Advanced Robotic Systems
issn 1729-8814
publishDate 2021-03-01
description The target-oriented spraying is an effective way to minimize chemical input in agricultural production and it is important to actualizing sustainable agriculture. This article focused on the design and optimization of the target spray platform. The spray platform consists of three parts: the vision system, the spray system, and the moving platform. All components were effectively connected and preliminarily evaluated especially regarding the response time and target spray accuracy. A simulation system was built considering the real crop geometric shape and nozzle spray pattern using the Monte Carlo method. The spray simulator was used to optimize the spray height objective function of spray deposition rate and coefficient of variance for the spray deposition. The spray process can be easily visualized and compared for different spray parameters. The indoor experiment setup was built to test and optimize the parameters of the overall system, which is flexible to verify the system. Afterward, the outdoor tractor-based equipment was designed to test the system for the field environment. The experimental result showed that 80% of the crop had a spray deviation from 0 mm to 28 mm and the proposed spraying system can reduce 46.8% usage of the chemical compared to the uniform spray method.
url https://doi.org/10.1177/1729881421996146
work_keys_str_mv AT mingchuanzhou designandevaluationofthetargetsprayplatform
AT huanyujiang designandevaluationofthetargetsprayplatform
AT zhenshanbing designandevaluationofthetargetsprayplatform
AT hangsu designandevaluationofthetargetsprayplatform
AT aloisknoll designandevaluationofthetargetsprayplatform
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