Chunlin Chen , Zhuoying Song , Xiang Li , Chongcheng Chen , Fuzeng Yang , Zheng Wang
{"title":"苹果采摘机械臂采摘策略及末端执行器研究现状","authors":"Chunlin Chen , Zhuoying Song , Xiang Li , Chongcheng Chen , Fuzeng Yang , Zheng Wang","doi":"10.1016/j.compag.2025.110349","DOIUrl":null,"url":null,"abstract":"<div><div>Currently, the picking efficiency of apple picking robot is not high, easy to damage the fruit, which seriously affects the productization and marketization of apple picking robot. Therefore, it is necessary to conduct a systematic review of the research status of apple picking robots. Firstly, this paper summarizes the research status of apple picking robot. The picking motions that simulate human actions, obstacle avoidance strategies, trajectory planning algorithms, and multi-arm cooperative picking strategies are discussed and summarized in depth. Then, the key structure of the apple picking robot’s end-effector is analyzed. This study further elaborates on its picking mode, along with the rigidity and flexibility characteristics. Finally, aiming at the problems existing in robot picking strategies and picking end-effectors, this paper systematically reviews the research status and challenges in this field more comprehensively, and provides references for promoting the further development and application of apple picking robots.</div></div>","PeriodicalId":50627,"journal":{"name":"Computers and Electronics in Agriculture","volume":"235 ","pages":"Article 110349"},"PeriodicalIF":7.7000,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research status of apple picking robotic arm picking strategy and end-effector\",\"authors\":\"Chunlin Chen , Zhuoying Song , Xiang Li , Chongcheng Chen , Fuzeng Yang , Zheng Wang\",\"doi\":\"10.1016/j.compag.2025.110349\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Currently, the picking efficiency of apple picking robot is not high, easy to damage the fruit, which seriously affects the productization and marketization of apple picking robot. Therefore, it is necessary to conduct a systematic review of the research status of apple picking robots. Firstly, this paper summarizes the research status of apple picking robot. The picking motions that simulate human actions, obstacle avoidance strategies, trajectory planning algorithms, and multi-arm cooperative picking strategies are discussed and summarized in depth. Then, the key structure of the apple picking robot’s end-effector is analyzed. This study further elaborates on its picking mode, along with the rigidity and flexibility characteristics. Finally, aiming at the problems existing in robot picking strategies and picking end-effectors, this paper systematically reviews the research status and challenges in this field more comprehensively, and provides references for promoting the further development and application of apple picking robots.</div></div>\",\"PeriodicalId\":50627,\"journal\":{\"name\":\"Computers and Electronics in Agriculture\",\"volume\":\"235 \",\"pages\":\"Article 110349\"},\"PeriodicalIF\":7.7000,\"publicationDate\":\"2025-04-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers and Electronics in Agriculture\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0168169925004557\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers and Electronics in Agriculture","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0168169925004557","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, MULTIDISCIPLINARY","Score":null,"Total":0}
Research status of apple picking robotic arm picking strategy and end-effector
Currently, the picking efficiency of apple picking robot is not high, easy to damage the fruit, which seriously affects the productization and marketization of apple picking robot. Therefore, it is necessary to conduct a systematic review of the research status of apple picking robots. Firstly, this paper summarizes the research status of apple picking robot. The picking motions that simulate human actions, obstacle avoidance strategies, trajectory planning algorithms, and multi-arm cooperative picking strategies are discussed and summarized in depth. Then, the key structure of the apple picking robot’s end-effector is analyzed. This study further elaborates on its picking mode, along with the rigidity and flexibility characteristics. Finally, aiming at the problems existing in robot picking strategies and picking end-effectors, this paper systematically reviews the research status and challenges in this field more comprehensively, and provides references for promoting the further development and application of apple picking robots.
期刊介绍:
Computers and Electronics in Agriculture provides international coverage of advancements in computer hardware, software, electronic instrumentation, and control systems applied to agricultural challenges. Encompassing agronomy, horticulture, forestry, aquaculture, and animal farming, the journal publishes original papers, reviews, and applications notes. It explores the use of computers and electronics in plant or animal agricultural production, covering topics like agricultural soils, water, pests, controlled environments, and waste. The scope extends to on-farm post-harvest operations and relevant technologies, including artificial intelligence, sensors, machine vision, robotics, networking, and simulation modeling. Its companion journal, Smart Agricultural Technology, continues the focus on smart applications in production agriculture.