Development of an Autonomous Fish-Inspired Robotic Platform for Aquaculture Inspection and Management

被引:1
|
作者
Manduca, Gianluca [1 ,2 ]
Padovani, Luca [3 ]
Carosio, Edoardo [1 ,2 ]
Graziani, Giorgio [4 ]
Stefanini, Cesare [1 ,2 ]
Romano, Donato [1 ,2 ]
机构
[1] Scuola Super Sant Anna, BioRobot Inst, Pisa, Italy
[2] Scuola Super Sant Anna, Dept Excellence Robot & AI, Pisa, Italy
[3] Sapienza Univ, Dept Mech & Aerosp Engn, CNR INM, Marine Technol Res Inst, Rome, Italy
[4] Sapienza Univ, Dept Mech & Aerosp Engn, Rome, Italy
关键词
fish robot; biorobotics; deep learning; precision techniques; computer vision; fluid dynamics; aquaculture;
D O I
10.1109/MetroAgriFor58484.2023.10424093
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Aquaculture applications are increasingly utilizing precision techniques such as computer vision technologies to perform a variety of inspection tasks. This work presents the development of three activities essential for the creation of a biomimetic robotic platform with onboard intelligence and autonomous task execution capabilities. The proposed robot is inspired by carangiform movement and achieves various trajectories through a magnetic actuation system with a single motor for propulsion. Fluid dynamics studies can improve the performance of the proposed propulsion system, thus ensuring greater energy efficiency. Thanks to its modular and scalable structure, the platform can integrate different components such as a vision system. The investigated vision-based model shows promising results for deployment in marine environments and can be adapted to detect various marine species. This fish-inspired robot platform has potential applications in the sustainable inspection and management of aquaculture facilities.
引用
收藏
页码:188 / 193
页数:6
相关论文
共 34 条
  • [1] Fish-inspired robotic algorithm: mimicking behaviour and communication of schooling fish
    Connor, Jack
    Joordens, Matthew
    Champion, Benjamin
    BIOINSPIRATION & BIOMIMETICS, 2023, 18 (06)
  • [2] Development of novel fish-inspired robot with variable stiffness
    Liu, Yanwen
    Jiang, Hongzhou
    Xu, Zhonghao
    OCEAN ENGINEERING, 2024, 305
  • [3] Autonomous swimming on limit cycles with disturbance rejection capability for a fish-inspired robot
    Ahmadi, Ali
    Gorji, Mahdi
    Peymaei, Ahmad
    Soofi, Kimia Khosravi
    Kamali, Ali
    NONLINEAR DYNAMICS, 2024, 112 (19) : 17129 - 17147
  • [4] Development of an Autonomous Robotic Fish
    Alessi, Alessio
    Sudano, Angelo
    Accola, Dina
    Guglielmelli, Eugenio
    2012 4TH IEEE RAS & EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB), 2012, : 1032 - 1037
  • [6] Biologically inspired behaviour design for autonomous robotic fish
    Jin-Dong Liu
    Huosheng Hu
    International Journal of Automation and Computing, 2006, 3 (4) : 336 - 347
  • [7] Biologically Inspired Behaviour Design for Autonomous Robotic Fish
    Liu, Jin-Dong
    Hu, Huosheng
    INTERNATIONAL JOURNAL OF AUTOMATION AND COMPUTING, 2006, 3 (04) : 336 - 347
  • [8] Undulatory Swimming Performance and Body Stiffness Modulation in a Soft Robotic Fish-Inspired Physical Model
    Jusufi, Ardian
    Vogt, Daniel M.
    Wood, Robert J.
    Lauder, George V.
    SOFT ROBOTICS, 2017, 4 (03) : 202 - 210
  • [9] Autonomous robotic platform for inspection and repairing operations in harsh environments
    Gitardi, Diego
    Giardini, Mattia
    Valente, Anna
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2021, 34 (06) : 666 - 684
  • [10] Development of helical, fish-inspired cross-step filter for collecting harmful algae
    Schroeder, Adam
    Marshall, Lauren
    Trease, Brian
    Becker, An Na
    Sanderson, S. Laurie
    BIOINSPIRATION & BIOMIMETICS, 2019, 14 (05)