Matthew J. Felicetti, Robert Ross, Stuart Putland, Stephen Bennett
{"title":"Tractor Mounted Grapevine Pruning System","authors":"Matthew J. Felicetti, Robert Ross, Stuart Putland, Stephen Bennett","doi":"10.1002/rob.22453","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>The pruning of grapevines is essential in managing and ensuring high-quality fruit yields. This task traditionally requires a lot of labor and time to perform, which, given labor shortages, can significantly impact crop yield if it is not completed. Hence, this paper introduces a semi-automated pruning system that can be mounted to a standard tractor and operated by a single user. We leverage LIDAR technology to determine the cutting position using a purpose-built algorithm, a four-bar mechanism with a rotary cutting head, and GPS to determine speed changes. We can demonstrate that our system can prune a cordon with minimal damage to the plant at a rate of 7.3 s/vine.</p>\n </div>","PeriodicalId":192,"journal":{"name":"Journal of Field Robotics","volume":"42 4","pages":"1361-1372"},"PeriodicalIF":4.2000,"publicationDate":"2024-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Field Robotics","FirstCategoryId":"94","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/rob.22453","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ROBOTICS","Score":null,"Total":0}
引用次数: 0
Abstract
The pruning of grapevines is essential in managing and ensuring high-quality fruit yields. This task traditionally requires a lot of labor and time to perform, which, given labor shortages, can significantly impact crop yield if it is not completed. Hence, this paper introduces a semi-automated pruning system that can be mounted to a standard tractor and operated by a single user. We leverage LIDAR technology to determine the cutting position using a purpose-built algorithm, a four-bar mechanism with a rotary cutting head, and GPS to determine speed changes. We can demonstrate that our system can prune a cordon with minimal damage to the plant at a rate of 7.3 s/vine.
期刊介绍:
The Journal of Field Robotics seeks to promote scholarly publications dealing with the fundamentals of robotics in unstructured and dynamic environments.
The Journal focuses on experimental robotics and encourages publication of work that has both theoretical and practical significance.