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Protocol for developing an explosion-propeller hybrid driving underwater robot for AI-based concrete overhaul in real marine environments. | LitMetric

Protocol for developing an explosion-propeller hybrid driving underwater robot for AI-based concrete overhaul in real marine environments.

STAR Protoc

Ocean College, Zhejiang University, Zhoushan, Zhejiang 316021, China; Hainan Institute of Zhejiang University, Sanya, Hainan 572025, China; Engineering Research Center of Oceanic Sensing Technology and Equipment, Zhejiang University, Ministry of Education, Zhoushan, Zhejiang 316021, China. Electronic address:

Published: December 2024

AI Article Synopsis

  • Developed an underwater robot that uses a hybrid explosion-propeller system for efficient operation in marine environments.
  • Implemented an AI technique to detect concrete damage, detailing methods for creating a detection dataset and optimizing the algorithm.
  • Included comprehensive procedures for robot assembly, preparation of tools, and real-world testing in marine settings, with references for further details.

Article Abstract

We recently developed an explosion-propeller hybrid driving underwater robot combined with an AI-based concrete damage detection technique for concrete overhaul in real marine environments. Here, we describe steps for establishing a detection dataset, optimizing and testing the algorithm, and preparing the explosive module. We detail procedures for setting up the robot body, assembling, and preparing other tools. Finally, we outline steps for testing in the designated sea area, collecting data, and processing and analysis. For complete details on the use and execution of this protocol, please refer to Zhang et al..

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11462237PMC
http://dx.doi.org/10.1016/j.xpro.2024.103325DOI Listing

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