Safety Risk Assessment of an Autonomous Agricultural Machine

被引:0
|
作者
Aby, Guy Roger [1 ]
Issa, Salah F. [1 ]
Chowdhary, Girish [1 ]
机构
[1] Univ Illinois, Agr & Biol Engn, Urbana, IL 61801 USA
来源
基金
美国食品与农业研究所;
关键词
Autonomous agricultural machine; Ergonomics; Machine safety; NIOSH lifting equation; Risk assessment; Standards;
D O I
10.13031/jash.15756
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
The goal of this study was to analyze the safety implications of an autonomous agricultural machine (TerraPreta) using the standards ISO 18497 (ISO, 2018) and ISO 12100:2012 (ISO, 2012), as well as to investigate the ergonomics associated with the use of the autonomous agricultural machine. First, three engineers involved in the robot's manufacturing process were asked to evaluate the robot's functionalities compliance with the applicable safety standards and protective measures outlined in standard ISO 18497 (ISO, 2018). Second, while the robot was planting cover crop seeds, an attempt was made to identify and evaluate every risk connected to the robot using the risk assessment tech-niques outlined in ISO 12100:2012 (ISO, 2012). (1) Half (50%) of the functionalities of the autonomous agricultural machine complied with the safety requirements and protective measures described within the standard ISO 18497 (ISO, 2018). (2) The heavy reliance on past incident data of the risk assessment procedure described within the standard ISO 12100:2012 (ISO, 2012) makes it ineffective for new and revolutionary technologies such as autonomous agricultural machines where such data are not available. (3) Lifting a bag to fill the robot hopper with seeds was found to be a moderately hazardous activity associated with human-robot interaction. Multiple tentative solutions were provided to avoid this moderately hazardous activity.
引用
收藏
页码:1 / 15
页数:40
相关论文
共 50 条
  • [21] Car-following safety modeling and risk assessment of autonomous vehicle in icy and snowy weather
    Li, Lihua
    Zhou, Chuang
    Huang, Jiaping
    Liu, Zhizhen
    Xie, Jintao
    Tan, Zhe
    ACCIDENT ANALYSIS AND PREVENTION, 2025, 214
  • [22] Safety risk sources of autonomous mobile machines
    Malm, Timo
    Tiusanen, Risto
    Heikkila, Eetu
    Sarsama, Janne
    OPEN ENGINEERING, 2022, 12 (01): : 977 - 990
  • [23] Safety assessment of proteins utilized in agricultural biotechnology
    Ladics, Gregory
    TOXICOLOGY LETTERS, 2014, 229 : S25 - S25
  • [24] Innovative Approaches to Agricultural Risk with Machine Learning
    Sumi, M.
    Priya, S. Manju
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (07) : 1074 - 1086
  • [25] Identification of Advantages and Limitations of Current Risk Assessment and Hazard Analysis Methods when Applied on Autonomous Agricultural Machineries
    Aby, Guy R.
    Issa, Salah F.
    Reid, John F.
    Beseler, Cheryl
    Shutske, John M.
    JOURNAL OF AGRICULTURAL SAFETY AND HEALTH, 2024, 30 (02): : 35 - 52
  • [26] A Review of Agricultural Flood Risk Assessment
    EnliangGuo
    JiquanZhang
    Sun, Zhongyi
    Wu, Lan
    Zhu, Meng
    INFORMATION TECHNOLOGY FOR RISK ANALYSIS AND CRISIS RESPONSE, 2014, 102 : 613 - 618
  • [27] LEVERAGING PROBABILISTIC RISK ASSESSMENT AND MACHINE LEARNING FOR SAFETY AND COST OPTIMIZATION IN HAZMAT TRANSPORTATION
    Prins, Molly
    O'Connell, Thomas M.
    Earthperson, Arjun
    Alzahrani, Yahya A.
    Diaconeasa, Mihai A.
    PROCEEDINGS OF ASME 2023 INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, IMECE2023, VOL 13, 2023,
  • [28] A safety assessment of mixed fleets with Connected and Autonomous Vehicles using the Surrogate Safety Assessment Module
    Virdi, Navreet
    Grzybowska, Hanna
    Waller, S. Travis
    Dixit, Vinayak
    ACCIDENT ANALYSIS AND PREVENTION, 2019, 131 : 95 - 111
  • [29] Ecological risk assessment for agricultural pesticides
    Hamer, M
    JOURNAL OF ENVIRONMENTAL MONITORING, 2000, 2 (06): : 104N - 109N
  • [30] Application of Autonomous Vehicles for Automated Roadside Safety Assessment
    Manasreh, Dmitry
    Nazzal, Munir D.
    Abu Talha, Sk
    Khanapuri, Eshaan
    Sharma, Rajnikant
    Kim, Donghoon
    TRANSPORTATION RESEARCH RECORD, 2022, 2676 (12) : 255 - 266