Article(id=1325193026385097073, tenantId=1146029695717560320, journalId=1319690209941618849, issueId=1325192975050997820, articleNumber=null, orderNo=null, doi=10.12398/j.issn.2096-7217.2025.02.002, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1735574400000, receivedDateStr=2024-12-31, revisedDate=1738771200000, revisedDateStr=2025-02-06, acceptedDate=null, acceptedDateStr=null, onlineDate=1793880238385, onlineDateStr=2026-11-05, pubDate=1747238400000, pubDateStr=2025-05-15, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793880238385, onlineIssueDateStr=2026-11-05, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793880238385, creator=13701087609, updateTime=1793880238385, updator=13701087609, issue=Issue{id=1325192975050997820, tenantId=1146029695717560320, journalId=1319690209941618849, year='2025', volume='6', issue='2', pageStart='1', pageEnd='110', issueExtLink='null', onlineDate='null', pubDate='1747238400000', pubDateStr='2025-05-15', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1793880226147, creator='13701087609', updateTime=1793943655676, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1325459019401397052, tenantId=1146029695717560320, journalId=1319690209941618849, issueId=1325192975050997820, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1325459019401397053, tenantId=1146029695717560320, journalId=1319690209941618849, issueId=1325192975050997820, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=24, endPage=34, ext={EN=ArticleExt(id=1325193026649338226, articleId=1325193026385097073, tenantId=1146029695717560320, journalId=1319690209941618849, language=EN, title=Design and experiment of an automated honey-harvesting robot, columnId=0, journalTitle=Journal of Intelligent Agricultural Mechanization, columnName=, runingTitle=null, highlight=null, articleAbstract=

The conventional honey production is dominated by fragmented, small-scale individual farming models. The traditional approach of honey-harvesting involving manual beehive frames extraction, beeswax layer excision and centrifugal honey separation, expose beekeepers to potential bee stings and frequently compromise honeycomb integrity. To address these limitations, we designed an automated honey-harvesting robot capable of autonomous frame extraction and beeswax removal. The robot mainly consists of a mobile mechanism equipped with image recognition for beehive localization, a magnetic adsorption-based beehive frame handling device (60.8 N maximum suction) coupled with a cross-slide mechanism for precise frame manipulation, and a thermal beeswax layer-melting apparatus, with optimal melting parameters (15 m/s airflow at 90 ℃ for 30 seconds) determined through rigorous thermal flow simulations utilizing FLUENT/Mechanical software. Field experiments demonstrated beehive frames handling success rate exceeding 85%, beeswax layer removal efficacy over 80% and damage of honeycombs below 30%. The experiment results validate the robot's operational reliability and its capacity to automate critical harvesting procedures. This study significantly reduces the labor intensity for beekeepers, effectively eliminates the risk of direct human-bee contact and improves the removal of beeswax layer, thereby catalyzing the modernization of the beekeeping industry.

, authors=Di ZHANG1, Chunying WANG1, 2, 3, Mingguo YANG1, Zixuan SUN1, Ping LIU1, 2, 3, *, authorsList=Di ZHANG, Chunying WANG, Mingguo YANG, Zixuan SUN, Ping LIU, authorCompany=null, correspAuthors=Ping LIU, authorNote=

ZHANG Di, Postgraduate, research interests: intelligent control technology for agricultural equipment. E-mail:

, correspAuthorsNote=
* LIU Ping, Doctor, Professor, research interests: intelligent control technology for agricultural equipment. E-mail:
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当前,蜂蜜生产主要依赖于个体养殖模式,规模小且分布零散。传统的蜂蜜采收涉及人工提取巢框,切割蜜蜡层和离心取蜜。这一过程不仅劳动强度大,还存在养蜂人被蜜蜂蜇伤的风险。此外,人工割蜡技术往往会导致蜜脾结构受损,且蜜蜡层去除效果不彻底。本研究设计一款蜂蜜自动化采收机器人,旨在避免人—蜂接触,实现巢框提取、蜡层去除等自动化蜂蜜采收作业。该机器人主要由行走装置、巢框操作装置、工业相机、蜡层熔化装置和控制器组成。基于图像识别技术实现蜂箱识别,控制器控制行走装置行进到蜂箱位置,并通过比较像素点进行行走装置位姿调矫正。设计基于磁力吸附的巢框操作装置,巢框操作装置最大吸力达到60.8 N,电磁铁通断电与十字滑台结合,实现蜂箱盖的开合与巢框的取放作业。为实现蜜蜡层温和去除,设计了蜡层熔化装置。热流实验首先确定其有效参数范围,进而在预设的30 s加热时间下,通过FLUENT/Mechanical流-固耦合仿真确定15 m/s的最佳气流速度和90 ℃的最佳熔化温度。田间试验结果:巢框的取放成功率高于85%,蜜蜡层熔化程度高于80%,且熔化后蜜脾的损伤程度低于30%。试验结果表明,蜜蜂自动化采收机器人整体结构可靠,可自动化完成巢框取放、蜜蜡层熔化等蜂蜜采收作业,蜡层熔化装置在最优参数设置下能有效熔化蜜蜡层,同时对蜜脾的损伤程度较低。本研究减轻了蜂农的劳动强度,有效避免了人—蜂接触的风险,而且改善了蜜蜡层的去除效果,对推动现代蜂业的进步具有重要指导意义。

, authors=张迪1, 王春颖1, 2, 3, 杨明国1, 孙梓轩1, 刘平1, 2, 3, *, authorsList=张迪, 王春颖, 杨明国, 孙梓轩, 刘平, authorCompany=null, correspAuthors=刘平, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=35lnEUzdfEMDH0uvsUZnKQ==, pdfFileSize=1564367, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null)}, authors=[Author(id=1325193028746490238, tenantId=1146029695717560320, journalId=1319690209941618849, articleId=1325193026385097073, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=2023120771@sdau.edu.cn, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1325193028847153536, tenantId=1146029695717560320, journalId=1319690209941618849, articleId=1325193026385097073, authorId=1325193028746490238, language=EN, stringName=Di ZHANG, firstName=Di, middleName=null, lastName=ZHANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.College of Mechanical and Electronic Engineering, Shandong Agricultural University, Tai′an 271000, China, bio={"content":"

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蜂蜜自动化采收机器人的设计与试验
张迪 1 , 王春颖 1, 2, 3 , 杨明国 1 , 孙梓轩 1 , 刘平 1, 2, 3, *
智能化农业装备学报(中英文) | 2025,6(2): 24-34
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智能化农业装备学报(中英文) 2025 , 6 (2) : 24 -34
蜂蜜自动化采收机器人的设计与试验
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271000, China
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张迪1 , 王春颖1, 2, 3, 杨明国1, 孙梓轩1, 刘平1, 2, 3, *
作者信息
  • 1.山东农业大学机械与电子工程学院,山东 泰安,271000
  • 2.农业装备智能化山东省工程研究中心,山东 泰安,271000
  • 3.山东省设施园艺智慧生产技术装备重点实验室(筹),山东 泰安,271000
通讯作者:
刘平
Design and experiment of an automated honey-harvesting robot
Di ZHANG1 , Chunying WANG1, 2, 3, Mingguo YANG1, Zixuan SUN1, Ping LIU1, 2, 3, *
Affiliations
  • 1.College of Mechanical and Electronic Engineering, Shandong Agricultural University, Tai′an 271000, China
  • 2.Shandong Engineering Research Center of Agricultural Equipment Intelligentization, Tai′an 271000, China
  • 3.Shandong Key Laboratory of Intelligent Production Technology and Equipment for Facility Horticulture,Shandong Agricultural University, Tai′an 271000, China
  • Corresponding Author:
    * LIU Ping, Doctor, Professor, research interests: intelligent control technology for agricultural equipment. E-mail:

    ZHANG Di, Postgraduate, research interests: intelligent control technology for agricultural equipment. E-mail:

出版时间: 2025-05-15 doi: 10.12398/j.issn.2096-7217.2025.02.002
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当前,蜂蜜生产主要依赖于个体养殖模式,规模小且分布零散。传统的蜂蜜采收涉及人工提取巢框,切割蜜蜡层和离心取蜜。这一过程不仅劳动强度大,还存在养蜂人被蜜蜂蜇伤的风险。此外,人工割蜡技术往往会导致蜜脾结构受损,且蜜蜡层去除效果不彻底。本研究设计一款蜂蜜自动化采收机器人,旨在避免人—蜂接触,实现巢框提取、蜡层去除等自动化蜂蜜采收作业。该机器人主要由行走装置、巢框操作装置、工业相机、蜡层熔化装置和控制器组成。基于图像识别技术实现蜂箱识别,控制器控制行走装置行进到蜂箱位置,并通过比较像素点进行行走装置位姿调矫正。设计基于磁力吸附的巢框操作装置,巢框操作装置最大吸力达到60.8 N,电磁铁通断电与十字滑台结合,实现蜂箱盖的开合与巢框的取放作业。为实现蜜蜡层温和去除,设计了蜡层熔化装置。热流实验首先确定其有效参数范围,进而在预设的30 s加热时间下,通过FLUENT/Mechanical流-固耦合仿真确定15 m/s的最佳气流速度和90 ℃的最佳熔化温度。田间试验结果:巢框的取放成功率高于85%,蜜蜡层熔化程度高于80%,且熔化后蜜脾的损伤程度低于30%。试验结果表明,蜜蜂自动化采收机器人整体结构可靠,可自动化完成巢框取放、蜜蜡层熔化等蜂蜜采收作业,蜡层熔化装置在最优参数设置下能有效熔化蜜蜡层,同时对蜜脾的损伤程度较低。本研究减轻了蜂农的劳动强度,有效避免了人—蜂接触的风险,而且改善了蜜蜡层的去除效果,对推动现代蜂业的进步具有重要指导意义。

蜂蜜采收  /  自动化  /  蜜蜡层熔化  /  流—固耦合  /  参数优化

The conventional honey production is dominated by fragmented, small-scale individual farming models. The traditional approach of honey-harvesting involving manual beehive frames extraction, beeswax layer excision and centrifugal honey separation, expose beekeepers to potential bee stings and frequently compromise honeycomb integrity. To address these limitations, we designed an automated honey-harvesting robot capable of autonomous frame extraction and beeswax removal. The robot mainly consists of a mobile mechanism equipped with image recognition for beehive localization, a magnetic adsorption-based beehive frame handling device (60.8 N maximum suction) coupled with a cross-slide mechanism for precise frame manipulation, and a thermal beeswax layer-melting apparatus, with optimal melting parameters (15 m/s airflow at 90 ℃ for 30 seconds) determined through rigorous thermal flow simulations utilizing FLUENT/Mechanical software. Field experiments demonstrated beehive frames handling success rate exceeding 85%, beeswax layer removal efficacy over 80% and damage of honeycombs below 30%. The experiment results validate the robot's operational reliability and its capacity to automate critical harvesting procedures. This study significantly reduces the labor intensity for beekeepers, effectively eliminates the risk of direct human-bee contact and improves the removal of beeswax layer, thereby catalyzing the modernization of the beekeeping industry.

honey-harvesting  /  automated  /  beeswax layer-melting  /  fluid-structure interaction  /  parameter optimization
张迪, 王春颖, 杨明国, 孙梓轩, 刘平. 蜂蜜自动化采收机器人的设计与试验. 智能化农业装备学报(中英文), 2025 , 6 (2) : 24 -34 . DOI: 10.12398/j.issn.2096-7217.2025.02.002
Di ZHANG, Chunying WANG, Mingguo YANG, Zixuan SUN, Ping LIU. Design and experiment of an automated honey-harvesting robot[J]. Journal of Intelligent Agricultural Mechanization, 2025 , 6 (2) : 24 -34 . DOI: 10.12398/j.issn.2096-7217.2025.02.002
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2025年第6卷第2期
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文章信息
doi: 10.12398/j.issn.2096-7217.2025.02.002
  • 接收时间:2024-12-31
  • 首发时间:2026-11-05
  • 出版时间:2025-05-15
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  • 收稿日期:2024-12-31
  • 修回日期:2025-02-06
基金
National Natural Science Foundation of China(31700644)
Shandong Province Postdoctoral Innovation Project(SDCX-ZG-202400195)
作者信息
    1.山东农业大学机械与电子工程学院,山东 泰安,271000
    2.农业装备智能化山东省工程研究中心,山东 泰安,271000
    3.山东省设施园艺智慧生产技术装备重点实验室(筹),山东 泰安,271000

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2种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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