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Detecting Shipping Container Impacts with Vertical Cell Guides inside Container Ships during Handling Operations

Due to the mechanical nature of container handling operations, as well as natural factors, container and handling infrastructure suffers various types of damage during use, especially within the tight and enclosed environments of a ship’s hull. In this operational environment, it is critical to dete...

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Autores principales: Jakovlev, Sergej, Eglynas, Tomas, Voznak, Miroslav, Jusis, Mindaugas, Partila, Pavol, Tovarek, Jaromir, Jankunas, Valdas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002655/
https://www.ncbi.nlm.nih.gov/pubmed/35408367
http://dx.doi.org/10.3390/s22072752
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author Jakovlev, Sergej
Eglynas, Tomas
Voznak, Miroslav
Jusis, Mindaugas
Partila, Pavol
Tovarek, Jaromir
Jankunas, Valdas
author_facet Jakovlev, Sergej
Eglynas, Tomas
Voznak, Miroslav
Jusis, Mindaugas
Partila, Pavol
Tovarek, Jaromir
Jankunas, Valdas
author_sort Jakovlev, Sergej
collection PubMed
description Due to the mechanical nature of container handling operations, as well as natural factors, container and handling infrastructure suffers various types of damage during use, especially within the tight and enclosed environments of a ship’s hull. In this operational environment, it is critical to detect any sort of physical impacts between the vertical cell guides of the ship’s hull and the container. Currently, an inspection of impacts and evaluation of any consequences is performed manually, via visual inspection processes. This process is time-consuming and relies on the technical expertise of the personnel involved. In this paper, we propose a five-step impact-detection methodology (IDM), intended to detect only the most significant impact events based on acceleration data. We conducted real measurements in a container terminal using a sensory device placed on the spreader of the quay crane. The proposed solution identified an average of 12.8 container impacts with the vertical cell guides during common handling operations. In addition, the results indicate that the presented IDM can be used to recognize repeated impacts in the same space of each bay of the ship, and can be used as a decision support tool for predictive maintenance systems.
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spelling pubmed-90026552022-04-13 Detecting Shipping Container Impacts with Vertical Cell Guides inside Container Ships during Handling Operations Jakovlev, Sergej Eglynas, Tomas Voznak, Miroslav Jusis, Mindaugas Partila, Pavol Tovarek, Jaromir Jankunas, Valdas Sensors (Basel) Article Due to the mechanical nature of container handling operations, as well as natural factors, container and handling infrastructure suffers various types of damage during use, especially within the tight and enclosed environments of a ship’s hull. In this operational environment, it is critical to detect any sort of physical impacts between the vertical cell guides of the ship’s hull and the container. Currently, an inspection of impacts and evaluation of any consequences is performed manually, via visual inspection processes. This process is time-consuming and relies on the technical expertise of the personnel involved. In this paper, we propose a five-step impact-detection methodology (IDM), intended to detect only the most significant impact events based on acceleration data. We conducted real measurements in a container terminal using a sensory device placed on the spreader of the quay crane. The proposed solution identified an average of 12.8 container impacts with the vertical cell guides during common handling operations. In addition, the results indicate that the presented IDM can be used to recognize repeated impacts in the same space of each bay of the ship, and can be used as a decision support tool for predictive maintenance systems. MDPI 2022-04-02 /pmc/articles/PMC9002655/ /pubmed/35408367 http://dx.doi.org/10.3390/s22072752 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Jakovlev, Sergej
Eglynas, Tomas
Voznak, Miroslav
Jusis, Mindaugas
Partila, Pavol
Tovarek, Jaromir
Jankunas, Valdas
Detecting Shipping Container Impacts with Vertical Cell Guides inside Container Ships during Handling Operations
title Detecting Shipping Container Impacts with Vertical Cell Guides inside Container Ships during Handling Operations
title_full Detecting Shipping Container Impacts with Vertical Cell Guides inside Container Ships during Handling Operations
title_fullStr Detecting Shipping Container Impacts with Vertical Cell Guides inside Container Ships during Handling Operations
title_full_unstemmed Detecting Shipping Container Impacts with Vertical Cell Guides inside Container Ships during Handling Operations
title_short Detecting Shipping Container Impacts with Vertical Cell Guides inside Container Ships during Handling Operations
title_sort detecting shipping container impacts with vertical cell guides inside container ships during handling operations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002655/
https://www.ncbi.nlm.nih.gov/pubmed/35408367
http://dx.doi.org/10.3390/s22072752
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